Frontend: hamburger menu v hlavicke na mobile

Hlavicka GameListu sa na uzkych displejoch nezmestila do jedneho
riadku. Pod sm: breakpointom sa polozky zbalia do dropdownu.

Co-Authored-By: Claude Opus 4.8 <noreply@anthropic.com>

.devcontainer/devcontainer.json

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+// For format details, see https://aka.ms/devcontainer.json. For config options, see the README at:
+// https://github.com/microsoft/vscode-dev-containers/tree/v0.209.6/containers/docker-existing-dockerfile
+{
+	"name": "Existing Dockerfile",
+
+	// Sets the run context to one level up instead of the .devcontainer folder.
+	"context": "..",
+
+	// Update the 'dockerFile' property if you aren't using the standard 'Dockerfile' filename.
+	"dockerFile": "../Dockerfile",
+
+	// Set *default* container specific settings.json values on container create.
+	"settings": {},
+	
+	// Add the IDs of extensions you want installed when the container is created.
+	"extensions": []
+
+	// Use 'forwardPorts' to make a list of ports inside the container available locally.
+	// "forwardPorts": [],
+
+	// Uncomment the next line to run commands after the container is created - for example installing curl.
+	// "postCreateCommand": "apt-get update && apt-get install -y curl",
+
+	// Uncomment when using a ptrace-based debugger like C++, Go, and Rust
+	// "runArgs": [ "--cap-add=SYS_PTRACE", "--security-opt", "seccomp=unconfined" ],
+
+	// Uncomment to use the Docker CLI from inside the container. See https://aka.ms/vscode-remote/samples/docker-from-docker.
+	// "mounts": [ "source=/var/run/docker.sock,target=/var/run/docker.sock,type=bind" ],
+
+	// Uncomment to connect as a non-root user if you've added one. See https://aka.ms/vscode-remote/containers/non-root.
+	// "remoteUser": "vscode"
+}

.dockerignore

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+.git
+.venv
+__pycache__
+*.pyc
+.pytest_cache
+.idea
+.devcontainer
+frontend
+*.db
+.env
+.env.*
+docker-compose*.yaml
+# trenovacie artefakty do image nepatria (produkcia cita len rl/weights/)
+rl/checkpoints
+rl/runs

.env.example

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+# Copy to .env and fill in real values before `docker compose -f docker-compose.prod.yaml up`.
+# .env is gitignored -- never commit real secrets.
+
+POSTGRES_USER=bridzik
+POSTGRES_PASSWORD=bridzik
+POSTGRES_DB=bridzik
+
+# Comma-separated list of origins allowed to open a Socket.IO connection.
+# Must be the public URL(s) the frontend is served from -- never "*" in prod.
+CORS_ALLOWED_ORIGINS=https://bridzik.liptim.eu
+
+# Shared secret for the self-hosted /api/admin/* stats endpoints.
+ADMIN_TOKEN=tajneheslo
+
+# pgAdmin login (UI bound to 127.0.0.1:8081 on the host -- access via SSH tunnel,
+# never expose publicly since it has full access to the Postgres data).
+PGADMIN_DEFAULT_EMAIL=admin@example.com
+PGADMIN_DEFAULT_PASSWORD=zmen_ma
+
+# Fernet key encrypting Player.totp_secret at rest. Generate with:
+#   python -c "from cryptography.fernet import Fernet; print(Fernet.generate_key().decode())"
+# Keep it stable across restarts/redeploys -- losing it locks every account
+# out (their TOTP secret can no longer be decrypted).
+ENCRYPTION_KEY=
+
+# Optional: IP -> country for /api/track pageviews (see GEOIP_DB_PATH in
+# docker-compose.prod.yaml). Place a .mmdb file (GeoLite2-City/Country from a
+# MaxMind account, or a DB-IP/IP2Location Lite equivalent) at
+# ./geoip/GeoLite2-City.mmdb next to docker-compose.prod.yaml. Left missing ->
+# country is just recorded as "".

.gitignore

@@ -1,6 +1,14 @@
 __pycache__/
-.flaskenv
-/.vscode
-/logs
-/env-bridzik-dev
-*.png
+*.pyc
+.venv/
+*.db
+.idea/
+frontend/node_modules/
+frontend/dist/
+frontend/.vite/
+.env
+.env.*
+!.env.example
+geoip/*.mmdb
+rl/runs/
+rl/checkpoints/

CLAUDE.md

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+# CLAUDE.md
+
+This file provides guidance to Claude Code (claude.ai/code) when working with code in this repository.
+
+## What this is
+
+A web implementation of **Bridžik**, a Slovak 4-player trick-taking/bidding card game played with a 32-card Slovak/German-suited deck. Stack: a pure-Python game engine, a realtime **Socket.IO ASGI** server, an async **SQLAlchemy** persistence layer, and a **React PWA** frontend. Code, comments, and exception messages are mostly in **Slovak** — keep new strings consistent with that.
+
+## Commands
+
+```powershell
+# Run the backend (ASGI Socket.IO on 0.0.0.0:5000)
+python -m app                  # uvicorn with --reload (dev entrypoint)
+uvicorn api:app --host 0.0.0.0 --port 5000   # what Docker/prod runs
+
+# Run the whole stack (Postgres + backend :5000 + frontend :5173)
+docker-compose up --build
+docker-compose down -v         # also drops the pg volume — needed after a schema change
+
+# Tests
+python -m unittest tests.test_engine -v             # pure-engine unittest (no deps)
+python -m unittest tests.test_history -v             # persistence + auth (needs sqlalchemy/aiosqlite/pyotp)
+python -m unittest tests.test_engine.StashCase.test_get_winner   # single method
+```
+
+There is no linter or build step configured. The frontend is **only ever run via Docker** — never `npm install`/`npm run dev` on the host.
+
+## Architecture
+
+Three independent layers, each usable without the one above it: **engine** (`bridzik.py`) ← **persistence** (`db/`) ← **app/transport** (`api/`).
+
+### Game engine — `bridzik.py`
+
+Pure Python, **no Flask/Socket.IO/DB dependency**. All game rules live here and are exercised directly by `tests/test_engine.py`. State is a strict nested hierarchy, each level enforcing turn order and completion before delegating down:
+
+- **`Bridzik`** — a whole game = exactly **4 `Series`**.
+- **`Series`** — exactly **8 `Round`s**; the starting player rotates per series/round.
+- **`Round`** — a bidding (`guess`/"tip") phase then a play phase of `8 - round_number` **`Stash`es**. Each round deals fewer cards as `round_number` grows.
+- **`Stash`** (a "kopka" = one trick) — 4 cards, one per player; `get_winner()` resolves it.
+
+Key rules encoded in the engine:
+- **`Card_colors.HEARTS` (červeň) is the permanent trump** — any heart beats any non-heart in `Stash.get_winner()`, and follow-suit logic in `Round.play_card` forces playing a heart when you can't follow the led suit.
+- **`Card_values` are ordered** C7 < C8 < C9 < C10 < LOWER < UPPER < KING < ACE via custom comparison dunders.
+- **Scoring**: a player who exactly matches their guess scores `10 + guess`, else 0 (`Round.get_points_summary`).
+- The total of the 4 guesses may **not** equal the number of tricks (the last bidder is constrained) — see `Round.add_player_guess`.
+
+Serialization: `Card.JSONEncoder` flattens a `Card` to `{color, value}` name strings. The double `json.loads(json.dumps(...))` pattern in the API strips escaped slashes after custom encoding.
+
+### Persistence layer — `db/`
+
+Async SQLAlchemy 2.0, independent of Socket.IO (mirrors how the engine is kept clean).
+
+- **`db/db.py`** — async `engine` + `async_sessionmaker`, declarative `Base`, and `init_db()` (`create_all`). Connection string from env **`DATABASE_URL`** (default `sqlite+aiosqlite:///bridzik.db`; Docker sets PostgreSQL via `asyncpg`). There are **no migrations** — `create_all` only adds new tables, so a changed column needs a fresh DB.
+- **`db/crypto.py`** — encryption/hashing for sensitive `Player` columns. `encrypt`/`decrypt` (Fernet, key from env **`ENCRYPTION_KEY`** — must stay stable, losing it locks out every account) for `totp_secret`; `hash_token` (SHA-256, one-way) for `auth_token`.
+- **`db/models.py`** — 3 tables:
+  - **`Player`** — account + auth: `username` (unique login), `totp_secret` (Fernet-encrypted at rest via `db/crypto.py`), `totp_last_step` (TOTP replay guard), `auth_token` (session token for reconnect, stored as a SHA-256 hash, not plaintext).
+  - **`Game`** — one match: `id` (gid), 4 `playerN_id` seats, `name`, `series`/`round` (current position, used for restore), `created_at`, `ended_at`.
+  - **`Guess`** — one player's bid+result in a round: `series_number`, `round_number`, `guess`, `points`. `won` is derived (`points > 0`). Unique on (game, series, round, player) → idempotent writes.
+
+### App / transport layer — `api/`
+
+- **`api/__init__.py`** — the Socket.IO server. `sio = socketio.AsyncServer(async_mode="asgi")` and `app = socketio.ASGIApp(sio, other_asgi_app=_health_app)`; run with `uvicorn api:app`. The ASGI **lifespan startup** calls `init_db()` then `_restore_unfinished_games()`. Multiple concurrent games via the module-global `games` dict (keyed by `gid`) with `Game`/`Player` wrapper classes and Socket.IO rooms. Three module-global dicts are the source of truth: `games`, `sessions` (sid → seat), `accounts` (sid → logged-in identity). **Never trust a client-supplied player number** — the seat is derived from the connection.
+  - Handlers: auth (`register_account`, `confirm_account`, `login`), lobby (`create_game`, `register_player`, `leave_game`, `start_game`, `end_game`), reconnect (`reconnect_to_game` via per-game token, `rejoin_game` via account), play (`game_status`, `player_cards`, `add_guess`, `play_card`), history (`get_player_history`, `get_game_detail`). Creating/joining/playing requires a logged-in `accounts[sid]`.
+- **`api/auth.py`** — TOTP auth (`pyotp`), passwordless. `register_account` issues a secret + `otpauth://` URI (frontend renders the QR); `confirm_account`/`login` verify the 6-digit code and return a session token stored on `Player.auth_token`; `player_by_token` resolves the token sent in the Socket.IO `auth` handshake on `connect`.
+- **`api/history.py`** — persistence orchestration over `db/`, reading values from the engine (never mutating it): `record_game_started`, `record_completed_rounds` (also tracks `series`/`round` position and sets `ended_at`), `mark_game_ended`, `get_standings` (DB-backed standings so the score survives a restart), `get_player_history`, `get_game_detail`. **Restore**: `rebuild_core(series, round)` reconstructs a `Bridzik` to a position (cards re-dealt fresh — the only non-deterministic part); `restore_game_core` / `get_unfinished_games` drive restore-on-startup.
+
+### Frontend — `frontend/`
+
+React + Vite PWA (zustand store, react-router, socket.io-client, `qrcode.react`). Talks to the backend purely over Socket.IO; the socket `auth` token enables auto-login on reconnect. Runs only inside Docker (the `frontend` compose service does `npm install && npm run dev`). The Vite proxy target is `VITE_BACKEND_URL` (compose) or `http://localhost:5000` (default).
+
+### Config & infra
+
+- `Dockerfile` targets **Python 3.14-slim** and runs `uvicorn api:app`.
+- `docker-compose.yaml` runs **PostgreSQL** (`db`, with a `pgdata` volume + healthcheck), the backend (`DATABASE_URL` → that Postgres), and the frontend.
+- `requirements.txt`: `python-socketio`, `uvicorn`, `SQLAlchemy[asyncio]`, `aiosqlite` (dev), `asyncpg` (prod), `pyotp`.
+
+## Conventions
+
+- New game-rule logic belongs in `bridzik.py` with a `unittest` case in `tests/test_engine.py` — keep the engine free of Flask/Socket.IO/DB.
+- Persistence/auth logic goes in `db/` (data primitives) and `api/history.py` + `api/auth.py` (logic that uses them); cover it in `tests/test_history.py`, not `tests/test_engine.py`.
+- Raise `BridzikException` (Slovak message) for rule violations; the API catches it and re-emits a Slovak error. Auth errors use `AuthError` the same way.

Dockerfile

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+FROM python:3.14-slim
+
+WORKDIR /app
+ENV PYTHONDONTWRITEBYTECODE=1 \
+    PYTHONUNBUFFERED=1
+
+COPY requirements.txt requirements.txt
+RUN pip install --no-cache-dir -r requirements.txt
+
+# Backend code only -- the frontend has its own image (frontend/Dockerfile).
+COPY bridzik.py app.py ./
+COPY api ./api
+COPY db ./db
+COPY rl ./rl
+COPY tests ./tests
+
+RUN useradd --create-home --uid 1000 appuser \
+    && chown -R appuser:appuser /app
+USER appuser
+
+EXPOSE 5000
+
+# Serve the ASGI Socket.IO app with uvicorn.
+CMD ["uvicorn", "api:app", "--host", "0.0.0.0", "--port", "5000"]

PRAVIDLA.md

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+# Pravidlá hry Bridžik
+
+Tento dokument popisuje pravidlá hry tak, ako sú implementované v hernom jadre
+(`bridzik.py`). Slúži ako referencia pre hráčov aj vývojárov.
+
+## Karty
+
+Hrá sa s **32-kartovým balíčkom** sedmových (slovenských/nemeckých) kariet.
+
+### Farby (4)
+
+| Názov v kóde | Slovenský názov |
+| ------------ | --------------- |
+| `HEARTS`     | červeň          |
+| `LEAVES`     | zeleň           |
+| `ACORNS`     | žaluď           |
+| `BELLS`      | guľa            |
+
+**Červeň je vždy tromf (adut).** Červeň prebíja každú inú farbu.
+
+### Hodnoty (8) — od najnižšej po najvyššiu
+
+`sedmička (7) < osmička (8) < deviatka (9) < desiatka (10) < dolník < horník < kráľ < eso`
+
+V kóde: `C7 < C8 < C9 < C10 < LOWER < UPPER < KING < ACE`.
+
+## Štruktúra hry
+
+Hru hrajú **4 hráči** (očíslovaní 0, 1, 2, 3). Celá hra má pevnú štruktúru:
+
+- **Hra** = 4 **série** (séria 0 až 3).
+- **Séria** = 8 **kôl** (kolo 0 až 7).
+- **Kolo** = `8 − číslo_kola` **kopiek** (zdvihov).
+
+V každom kole dostane každý hráč `8 − číslo_kola` kariet, takže počet kariet
+postupne klesá:
+
+| Číslo kola | Kariet na hráča | Počet kopiek v kole |
+| ---------: | --------------: | ------------------: |
+| 0          | 8               | 8                   |
+| 1          | 7               | 7                   |
+| 2          | 6               | 6                   |
+| 3          | 5               | 5                   |
+| 4          | 4               | 4                   |
+| 5          | 3               | 3                   |
+| 6          | 2               | 2                   |
+| 7          | 1               | 1                   |
+
+Celá hra teda obsahuje 4 × 8 = 32 kôl.
+
+## Rozdávanie
+
+Na začiatku každého kola sa balíček zamieša. Z vrchu sa odloží `4 × číslo_kola`
+kariet a zvyšok sa rozdá: každý zo 4 hráčov dostane `8 − číslo_kola` kariet.
+
+## Kto začína
+
+- **Sériu** otvára hráč s rovnakým číslom, ako je číslo série (séria 0 → hráč 0,
+  séria 1 → hráč 1, …).
+- **Kolo** otvára hráč `(prvý_hráč_série + číslo_kola) mod 4`, čiže začínajúci
+  hráč sa medzi kolami posúva.
+
+## Priebeh kola
+
+Každé kolo má dve fázy: **tipovanie** a následne **hranie kariet**.
+
+### 1. Tipovanie (bridžik)
+
+Hráči postupne (počnúc začínajúcim hráčom kola, v smere poradia) zadávajú **tip** —
+koľko kopiek (zdvihov) v tomto kole získajú.
+
+- Tip musí byť v rozsahu `0` až `počet kopiek v kole` (`8 − číslo_kola`).
+- **Pravidlo bridžika:** posledný (štvrtý) tipujúci hráč nesmie zadať taký tip,
+  pri ktorom by sa **súčet všetkých štyroch tipov rovnal počtu kopiek** v kole.
+  Inými slovami, súčet tipov sa nikdy nesmie presne rovnať počtu zdvihov — vždy
+  musí niekto „prebrať" alebo „nedobrať".
+- Každý hráč zadáva tip iba raz a iba keď je na rade.
+
+### 2. Hranie kariet
+
+Po dokončení tipovania sa hrá `8 − číslo_kola` kopiek (zdvihov).
+
+- **Prvú kopku** otvára hráč s **najvyšším tipom**. Pri zhode tipov začína ten,
+  kto je skôr v poradí (počítané od začínajúceho hráča kola).
+- **Každú ďalšiu kopku** otvára **víťaz predchádzajúcej kopky**.
+
+#### Povinnosť priznať farbu
+
+Keď je na stole vynesená (prvá) karta kopky, ďalší hráči musia dodržať:
+
+1. Ak má hráč farbu vynesenej karty → **musí priznať farbu** (zahrať kartu tej
+   istej farby).
+2. Ak farbu vynesenej karty nemá, ale má **červeň** → **musí zahrať červeň**
+   (tromf).
+3. Ak nemá ani vynesenú farbu, ani červeň → môže zahrať **ľubovoľnú** kartu.
+
+Hráč môže zahrať len kartu, ktorú má v ruke, a iba keď je na rade.
+
+#### Vyhodnotenie kopky
+
+Po zahraní všetkých 4 kariet sa určí víťaz kopky:
+
+- **Červeň prebíja** každú inú farbu. Ak v kopke padla aspoň jedna červeň,
+  vyhráva **najvyššia červeň**.
+- Ak nepadla žiadna červeň, vyhráva **najvyššia karta vynesenej farby**.
+- Karty iných farieb (ktoré nie sú ani vynesená farba, ani červeň) kopku
+  vyhrať nemôžu.
+
+Víťaz kopky vynáša do nasledujúcej kopky.
+
+## Bodovanie
+
+Body sa počítajú po každom dokončenom kole:
+
+- Ak sa hráčov **tip presne zhoduje** s počtom kopiek, ktoré v kole získal,
+  dostane **`10 + tip`** bodov.
+- Ak sa tip nezhoduje (získal viac alebo menej kopiek), dostane **0 bodov**.
+
+Príklad: hráč tipoval 3 a získal presne 3 kopky → 13 bodov. Ak by získal 2 alebo
+4 kopky → 0 bodov.
+
+Celkové skóre hráča je súčet bodov zo všetkých kôl všetkých sérií. Vyhráva hráč
+s najvyšším celkovým súčtom po dohraní všetkých 4 sérií.
+
+## Ukončenie
+
+- **Kolo** je ukončené, keď sú odohrané všetky kopky.
+- **Séria** je ukončená po 8 kolách.
+- **Hra** je ukončená po 4 sériách.

TASKS.md

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+# TASKS.md
+
+Nápady a úlohy pre bridge hru. Nový nápad pridaj ako riadok do "Nedokončené" (cez mobil/Dispatch alebo priamo).
+Hodinová routine v Claude Code číta túto sekciu, implementuje a presúva hotové úlohy dole.
+
+## Nedokončené
+
+## Rozpracované
+
+<!-- Sem si routine presunie úlohu, na ktorej práve pracuje, aby sa pri ďalšom behu neduplikovala. -->
+
+## Hotovo
+
+- [x] Skús upraviť dizajn scrollbaru v zozname bodov v hre tak, aby zodpovedal celej hre. — 2026-07-07: pridaný `.velvet-scroll` v `index.css` (tenký priehľadný track + zlatý polopriehľadný thumb, webkit aj Firefox `scrollbar-color`) a aplikovaný na scrollovateľný zoznam kôl v `Standings.tsx` (herný sidebar aj mobilný panel). Commit 6c95c64.
+- [x] V hre keď sa hádžu karty, pri hodení poslednej karty všetky karty na chvíľu zmiznú a potom sa znovu objavia cez animáciu. Uprav to tak, aby sa posledná karta pridala k predchádzajúcim bez zmiznutia kôpky, a až následne kôpka zmizla smerom k hráčovi, ktorý ju zobral. — 2026-07-07: `GameTable.tsx` číta `previous_stash` synchrónne (namiesto `lingeredStash` nastavovaného v `useEffect`), takže kôpka pri 4. karte nezmizne — posledná karta len pribudne k trom. Po krátkej pauze (`SETTLE_MS`) sa celá kôpka animáciou (`collect-*` keyframes v `index.css`) odsunie k sedadlu víťaza; víťaz sa počíta cez nový `stashWinner` v `gameRules.ts` podľa pravidiel enginu. Commit fb90737.
+- [x] Urob samostatné scrollovanie v zozname bodov v hlavnej hre, lebo teraz tam nevidno všetky hry. Zároveň dorob, aby sa po jednotlivých sériách dali body collapsnúť/expandnúť a ostali by len celkové body za sériu. — 2026-07-07: `Standings.tsx` rozdelený na fixnú hlavičku, scrollovateľný zoznam kôl (`overflow-y-auto`, na mobile `max-h-[45vh]`) a fixné súčty; dokončená séria (Σ riadok) je teraz klikateľná a zbaľuje/rozbaľuje svoje kolá. Commit 80929e7.
+- [x] V hre aj v histórii zruš preciarkavanie pri nesprávnych tipoch. — 2026-07-07: odstránené `line-through` z `Standings.tsx` (herný pohľad) aj `History.tsx` (detail hry) pri neúspešnom tipe. Commit 80929e7.
+- [x] V lobby hre sa dá skopírovať ID hry. Zmeň to tak, aby sa namiesto ID kopírovala celá URL linka na hru. — 2026-07-03: tlačidlo "Kopírovať" v Lobby.tsx teraz kopíruje `${window.location.origin}/lobby/${gid}` namiesto holého gid. Commit 49ac0d3.
+
+<!-- Sem routine presunie dokončené úlohy s dátumom a krátkym popisom + commit hashom. -->

api/__init__.py

@@ -0,0 +1,903 @@
+import asyncio
+import hmac
+import json
+import os
+import time
+import uuid
+from collections import defaultdict
+from json import JSONEncoder
+from urllib.parse import parse_qs
+
+import socketio
+
+from bridzik import Bridzik, BridzikException, Card
+from db.db import init_db
+from api import auth as auth_module, history
+from api import bots as bots_module
+from api import stats as stats_module
+from api.auth import AuthError, RegistrationIncomplete
+from rl.encoding import index_card
+
+
+def _env_bool(name: str, default: bool) -> bool:
+    val = os.environ.get(name)
+    if val is None:
+        return default
+    return val.lower() in ("1", "true", "yes", "on")
+
+
+# --- configuration (env-driven, dev-friendly defaults) --------------------
+_cors = os.environ.get("CORS_ALLOWED_ORIGINS", "*")
+CORS_ALLOWED_ORIGINS = "*" if _cors == "*" else [o.strip() for o in _cors.split(",")]
+SIO_LOGGER = _env_bool("SOCKETIO_LOGGER", False)
+
+LOBBY = "lobby"  # room every connection joins to receive the public game list
+
+sio = socketio.AsyncServer(
+    async_mode="asgi",
+    cors_allowed_origins=CORS_ALLOWED_ORIGINS,
+    logger=SIO_LOGGER,
+    engineio_logger=SIO_LOGGER,
+)
+
+
+async def _read_body(receive) -> bytes:
+    body = b""
+    while True:
+        message = await receive()
+        body += message.get("body", b"")
+        if not message.get("more_body"):
+            break
+    return body
+
+
+async def _send_text(send, status: int, body: bytes, content_type: bytes = b"text/plain"):
+    await send({"type": "http.response.start", "status": status,
+                "headers": [(b"content-type", content_type)]})
+    await send({"type": "http.response.body", "body": body})
+
+
+def _admin_authorized(scope) -> bool:
+    token = os.environ.get("ADMIN_TOKEN", "")
+    if not token:
+        return False
+    headers = dict(scope.get("headers") or [])
+    auth_header = headers.get(b"authorization", b"").decode("utf-8", "ignore")
+    return hmac.compare_digest(auth_header, f"Bearer {token}")
+
+
+def _client_ip(scope) -> str:
+    # Behind nginx (docker-compose.prod.yaml) this is the real client IP --
+    # the backend port is never published, so X-Forwarded-For can't be spoofed
+    # by an external caller going around the proxy.
+    headers = dict(scope.get("headers") or [])
+    xff = headers.get(b"x-forwarded-for", b"").decode("utf-8", "ignore")
+    if xff:
+        return xff.split(",")[0].strip()
+    client = scope.get("client")
+    return client[0] if client else "unknown"
+
+
+# Lockout na neuspesne pokusy o /api/admin/stats, per client IP -- rovnaky
+# in-memory pattern ako login lockout v api/auth.py (jeden proces, ziadny Redis).
+_ADMIN_ATTEMPT_LIMIT = 5
+_ADMIN_ATTEMPT_WINDOW = 300  # sekund
+_admin_failed_attempts: dict[str, list[float]] = defaultdict(list)
+
+
+def _admin_locked_out(ip: str) -> bool:
+    cutoff = time.monotonic() - _ADMIN_ATTEMPT_WINDOW
+    attempts = [t for t in _admin_failed_attempts.get(ip, []) if t > cutoff]
+    if attempts:
+        _admin_failed_attempts[ip] = attempts
+    else:
+        _admin_failed_attempts.pop(ip, None)
+    return len(attempts) >= _ADMIN_ATTEMPT_LIMIT
+
+
+def _register_admin_failure(ip: str) -> None:
+    _admin_failed_attempts[ip].append(time.monotonic())
+
+
+async def _handle_track(scope, receive, send):
+    try:
+        data = json.loads((await _read_body(receive)) or b"{}")
+    except json.JSONDecodeError:
+        data = {}
+    headers = dict(scope.get("headers") or [])
+    user_agent = headers.get(b"user-agent", b"").decode("utf-8", "ignore")[:300]
+    # player_id sa sem nikdy nedava z klienta (nedovereny/spoofovatelny vstup na
+    # neautentifikovanom endpointe) -- pripaja sa len server-side na evente
+    # "login" (pozri handler @sio.on("login")).
+    await stats_module.record_pageview(
+        path=str(data.get("path", ""))[:200],
+        referrer=str(data.get("referrer", ""))[:300],
+        user_agent=user_agent,
+        ip=_client_ip(scope),
+    )
+    await send({"type": "http.response.start", "status": 204, "headers": []})
+    await send({"type": "http.response.body", "body": b""})
+
+
+async def _handle_admin_stats(scope, send):
+    ip = _client_ip(scope)
+    if _admin_locked_out(ip):
+        return await _send_text(send, 429, b"too many attempts")
+    if not _admin_authorized(scope):
+        _register_admin_failure(ip)
+        return await _send_text(send, 403, b"forbidden")
+    query = parse_qs((scope.get("query_string") or b"").decode("utf-8", "ignore"))
+    logged_in_only = query.get("logged_in", ["0"])[0] == "1"
+    data = await stats_module.get_daily_stats(logged_in_only=logged_in_only)
+    await _send_text(send, 200, json.dumps(data).encode(), b"application/json")
+
+
+async def _health_app(scope, receive, send):
+    """Minimal ASGI handler for non-socket.io HTTP routes (liveness checks,
+    pageview tracking beacon, admin stats)."""
+    if scope["type"] == "lifespan":
+        while True:
+            message = await receive()
+            if message["type"] == "lifespan.startup":
+                await init_db()
+                await _restore_unfinished_games()
+                await send({"type": "lifespan.startup.complete"})
+            elif message["type"] == "lifespan.shutdown":
+                await send({"type": "lifespan.shutdown.complete"})
+                return
+    if scope["type"] == "http":
+        path = scope.get("path", "")
+        method = scope.get("method", "GET")
+        if path in ("/health", "/healthz"):
+            return await _send_text(send, 200, b"ok")
+        if path == "/api/track" and method == "POST":
+            return await _handle_track(scope, receive, send)
+        if path == "/api/admin/stats" and method == "GET":
+            return await _handle_admin_stats(scope, send)
+        await _send_text(send, 404, b"not found")
+
+
+# Run with: uvicorn api:app --host 0.0.0.0 --port 5000
+app = socketio.ASGIApp(sio, other_asgi_app=_health_app)
+
+# --- in-memory state ------------------------------------------------------
+# Single-process only. For multi-worker deployments this moves to Redis
+# (socketio.AsyncRedisManager) plus a shared game store.
+games: dict[str, "Game"] = {}
+# Maps a live connection (sid) to the seat it controls: {"gid": str, "order": int}.
+# This is the source of truth for "who is acting" — never trust a client-supplied
+# player number.
+sessions: dict[str, dict] = {}
+# Maps a live connection (sid) to its authenticated account: {"player_id": int,
+# "username": str}. Set on login/confirm or on connect via the auth token.
+# Required before a connection may create or join a game.
+accounts: dict[str, dict] = {}
+
+
+class Game:
+    def __init__(self, gid: str, name: str):
+        self.gid = gid
+        self.name = name
+        self.players: list["Player"] = []
+        self.started = False
+        self.bridzik_core: Bridzik | None = None
+        # Serializuje tahovu slucku botov -- dva sucasne _run_bot_turns tasky
+        # by inak mohli tahat za to iste sedadlo.
+        self.bot_lock = asyncio.Lock()
+
+    def start(self):
+        self.bridzik_core = Bridzik()
+        self.started = True
+
+    def player_by_token(self, token: str) -> "Player | None":
+        return next((p for p in self.players if p.token == token), None)
+
+    def player_by_sid(self, sid: str) -> "Player | None":
+        return next((p for p in self.players if p.sid == sid), None)
+
+    def player_by_order(self, order: int) -> "Player | None":
+        return next((p for p in self.players if p.order == order), None)
+
+
+class Player:
+    def __init__(self, sid: str, name: str, order: int, player_id: int):
+        self.sid = sid
+        self.name = name  # display name == account username
+        self.order = order
+        self.player_id = player_id  # persistent account id (db.models.Player.id)
+        self.token = str(uuid.uuid4())  # secret token used for secure reconnect
+        self.connected = True
+        # Bot = sedadlo bez socketu; `brain` je rozhodovaci objekt s rozhranim
+        # guess(rnd, seat) / play(rnd, seat) z rl/players.py.
+        self.is_bot = False
+        self.brain = None
+
+
+class CardStatusEncoder(JSONEncoder):
+    """Serializes the engine status, which may contain Card objects."""
+
+    def default(self, obj):
+        if isinstance(obj, Card):
+            return {"color": obj.color.name, "value": obj.value.name}
+        return JSONEncoder.default(self, obj)
+
+
+def public_games() -> list:
+    """Public lobby view — no sids, no reconnect tokens.
+
+    A game that finished naturally (all 4 series played out) stays in the
+    `games` dict for reconnect purposes (e.g. a reload while still on the
+    GameOver screen), but it has nothing left to offer the lobby — drop it
+    here rather than have it linger forever as a "started"/resumable entry.
+    """
+    return [
+        {
+            "gid": g.gid,
+            "name": g.name,
+            "started": g.started,
+            "players": [
+                {
+                    "order": p.order,
+                    "name": p.name,
+                    "connected": p.connected,
+                    "player_id": p.player_id,
+                    "is_bot": p.is_bot,
+                }
+                for p in g.players
+            ],
+        }
+        for g in games.values()
+        if g.bridzik_core is None or not g.bridzik_core.is_completed()
+    ]
+
+
+# --- emit helpers ---------------------------------------------------------
+
+async def broadcast_lobby():
+    await sio.emit("get_games", {"games": public_games()}, room=LOBBY)
+
+
+async def send_game_status(gid: str):
+    game = games[gid]
+    core = game.bridzik_core
+    last_round = core.series[-1].get_last_round()
+    status = json.loads(json.dumps(core.get_status(), cls=CardStatusEncoder))
+    # Use DB-backed standings so the score is correct even after a server restart
+    # (the engine only knows rounds completed since restart).
+    status["standings"], status["standings_guesses"] = await history.get_standings(gid)
+    await sio.emit(
+        "game_status",
+        {
+            "gid": gid,
+            "completed": core.is_completed(),
+            # Self-contained roster so the game view doesn't depend on the lobby snapshot.
+            "players": [
+                {"order": p.order, "name": p.name, "connected": p.connected,
+                 "is_bot": p.is_bot}
+                for p in sorted(game.players, key=lambda p: p.order)
+            ],
+            "series_number": core.series[-1].series_number,
+            "round_number": last_round.round_number,
+            "cards_in_round": 8 - last_round.round_number,  # tricks == max bid
+            "status": status,
+        },
+        room=gid,
+    )
+
+
+async def send_player_cards(gid: str, order: int, to: str):
+    core = games[gid].bridzik_core
+    await sio.emit(
+        "player_cards",
+        {"cards": json.loads(json.dumps(core.get_player_cards(int(order)), cls=Card.JSONEncoder))},
+        to=to,
+    )
+
+
+async def send_error(sid: str, message: str):
+    await sio.emit("error", {"error": message}, to=sid)
+
+
+# Ako dlho prezije nezacata hra, ked su vsetci hraci naraz offline. Na mobile
+# sa socket bezne strati uz pri zamknuti obrazovky, takze okamzite zmazanie
+# hry rusilo lobby, v ktorom hraci len cakali so zhasnutym telefonom.
+LOBBY_ABANDON_GRACE_SECONDS = 10 * 60
+
+
+async def _cleanup_abandoned_lobby(gid: str):
+    """Po grace periode zmaz nezacatu hru, ak sa medzitym nikto nevratil.
+    Podmienka sa overuje az po uplynuti casu, takze pri navrate hraca je
+    task neskodny no-op (netreba nic rusit)."""
+    await asyncio.sleep(LOBBY_ABANDON_GRACE_SECONDS)
+    game = games.get(gid)
+    if game is not None and not game.started and not _any_human_connected(game):
+        del games[gid]
+        await broadcast_lobby()
+
+
+def _any_human_connected(game: "Game") -> bool:
+    """Boti su 'pripojeni' stale, pre opustenost lobby sa pocitaju len ludia."""
+    return any(p.connected for p in game.players if not p.is_bot)
+
+
+async def _mark_player_offline(game: "Game", player: "Player"):
+    """Mark player disconnected. An unstarted game with nobody left gets a
+    delayed cleanup (mobile sockets drop on screen lock, so an immediate
+    delete would kill lobbies where everyone is just waiting); a started game
+    is kept in memory so it stays in the lobby and can be resumed (it's torn
+    down only by end_game)."""
+    player.connected = False
+    if not _any_human_connected(game) and not game.started:
+        asyncio.create_task(_cleanup_abandoned_lobby(game.gid))
+    await sio.emit(
+        "player_connection",
+        {"order": player.order, "connected": False},
+        room=game.gid,
+    )
+
+
+def _active_game(sid: str) -> "tuple[Game, dict] | None":
+    """Resolve the started game and seat for a connection, or None."""
+    sess = sessions.get(sid)
+    if sess is None:
+        return None
+    game = games.get(sess["gid"])
+    if game is None or not game.started:
+        return None
+    return game, sess
+
+
+async def _restore_unfinished_games():
+    """Po starte servera obnov rozohrate hry z DB do pamate (hraci offline).
+
+    Karty su rozdane nanovo (pozicia z `series`/`round`); hraci sa vratia cez
+    `rejoin_game` podla svojej trvalej identity (per-hra tokeny restart neprezili).
+    """
+    for info in await history.get_unfinished_games():
+        if info["gid"] in games:
+            continue
+        _load_game_into_memory(info)
+
+
+def _load_game_into_memory(info: dict) -> "Game":
+    """Postav in-memory Game z restore-info (gid/name/seats/core), hraci offline,
+    a vlozi ju do `games`. Pouzite pri starte aj pri obnove hry z historie."""
+    game = Game(info["gid"], info["name"])
+    game.bridzik_core = info["core"]
+    game.started = True
+    for seat, (pid, uname) in enumerate(info["seats"]):
+        player = Player(None, uname, seat, pid)
+        player.connected = False
+        # Boti sa rozpoznaju konvenciou mena a dostanu novy mozog -- ozivi ich
+        # prvy _kick_bots (napr. ked sa clovek vrati cez rejoin_game).
+        if bots_module.is_bot_username(uname):
+            player.is_bot = True
+            player.brain = bots_module.make_brain(uname)
+            player.connected = True
+        game.players.append(player)
+    games[info["gid"]] = game
+    return game
+
+
+# --- bot turns --------------------------------------------------------------
+
+# Pauza medzi tahmi bota, nech ludia stihaju sledovat hru (0 = okamzite).
+BOT_MOVE_DELAY_SECONDS = float(os.environ.get("BOT_MOVE_DELAY_SECONDS", "0.8"))
+# Kopka na stole sa po dohrati este chvilu zmieta smerom k vitazovi (SETTLE_MS +
+# COLLECT_MS vo frontend/src/pages/GameTable.tsx, spolu 1650ms) -- kym tato
+# animacia nedobehne vsetkym hracom, prvy bot na tahu nesmie zahodit kartu do
+# novej kopky, inak by mu karta "vyletela" uprostred zmetania predoslej.
+TRICK_SWEEP_SECONDS = 1.7
+
+
+def _kick_bots(gid: str) -> None:
+    """Ak je v hre bot, spusti (na pozadi) dohratie vsetkych botich tahov.
+    Vola sa po kazdej akcii, ktora mohla posunut tah na botie sedadlo."""
+    game = games.get(gid)
+    if game is not None and game.started and any(p.is_bot for p in game.players):
+        asyncio.create_task(_run_bot_turns(gid))
+
+
+async def _run_bot_turns(gid: str):
+    """Kym je na tahu botie sedadlo, vykonavaj jeho tahy tym istym internym
+    postupom ako handlery add_guess/play_card (engine validuje, historia sa
+    zapisuje, room dostava game_status). MC vypocet bezi v executori, aby
+    nedrzal event loop ostatnych hier."""
+    game = games.get(gid)
+    if game is None or not game.started or game.bridzik_core is None:
+        return
+    async with game.bot_lock:
+        core = game.bridzik_core
+        loop = asyncio.get_running_loop()
+        while not core.is_completed():
+            rnd = core.series[-1].get_last_round()
+            seat = rnd.get_active_player()
+            bot = game.player_by_order(seat)
+            if bot is None or not bot.is_bot:
+                return  # na tahu je clovek
+            delay = BOT_MOVE_DELAY_SECONDS
+            if rnd.is_guessing_completed() and not rnd.get_last_stash().get_cards() \
+                    and core.get_previous_stash() is not None:
+                # Bot vedie novu kopku a este bezi zmetanie tej predoslej.
+                delay = max(delay, TRICK_SWEEP_SECONDS)
+            if delay > 0:
+                await asyncio.sleep(delay)
+            if games.get(gid) is not game:
+                return  # hru medzitym niekto ukoncil (end_game)
+            played_card = False
+            try:
+                if not rnd.is_guessing_completed():
+                    guess = await loop.run_in_executor(None, bot.brain.guess, rnd, seat)
+                    core.add_player_guess(seat, guess)
+                else:
+                    action = await loop.run_in_executor(None, bot.brain.play, rnd, seat)
+                    core.play_card(seat, index_card(action))
+                    await history.record_completed_rounds(gid, core)
+                    played_card = True
+            except BridzikException as exc:
+                # Nemalo by nastat (bot hra len legalne tahy) -- nezacykli sa,
+                # slucku znovu spusti dalsia akcia cloveka.
+                await send_error_room(gid, str(exc))
+                return
+            # game_status musi ist PRED player_cards -- klient podla neho (novy
+            # round_number + previous_stash) pozna, ze prave zacalo nove kolo, a
+            # dovtedy si drzi starych karty na obrazovke (pozri "displayedHand" vo
+            # frontend/src/pages/GameTable.tsx), kym nedobehne animacia zmetenia
+            # poslednej kopky. Opacne poradie by novu ruku odhalilo predcasne.
+            await send_game_status(gid)
+            if played_card:
+                for player in game.players:
+                    if player.sid:
+                        await send_player_cards(gid, player.order, player.sid)
+
+
+async def send_error_room(gid: str, message: str):
+    await sio.emit("error", {"error": message}, room=gid)
+
+
+# --- connection lifecycle -------------------------------------------------
+
+@sio.event
+async def connect(sid, environ, auth=None):
+    await sio.enter_room(sid, LOBBY)
+    # Auto-login via the session token the client stored after a previous login.
+    token = auth.get("token") if isinstance(auth, dict) else None
+    identity = await auth_module.player_by_token(token)
+    if identity is not None:
+        accounts[sid] = identity
+        await sio.emit("login", {"player": identity}, to=sid)
+    await sio.emit("get_games", {"games": public_games()}, to=sid)
+
+
+@sio.event
+async def disconnect(sid):
+    accounts.pop(sid, None)
+    sess = sessions.pop(sid, None)
+    game = games.get(sess["gid"]) if sess else None
+    if game is not None:
+        player = game.player_by_sid(sid)
+        if player is not None:
+            await _mark_player_offline(game, player)
+    await broadcast_lobby()
+
+
+# --- authentication (TOTP) ------------------------------------------------
+
+@sio.on("register_account")
+async def register_account(sid, username):
+    try:
+        data = await auth_module.register_account(username)
+    except AuthError as exc:
+        return await send_error(sid, str(exc))
+    # otpauth_uri -> the client renders it as a QR code to scan into the app.
+    await sio.emit("register_account", data, to=sid)
+
+
+async def _record_login_event(sid: str, player_id: int) -> None:
+    scope = (sio.get_environ(sid) or {}).get("asgi.scope", {})
+    headers = dict(scope.get("headers") or [])
+    await stats_module.record_pageview(
+        path="login",
+        referrer="",
+        user_agent=headers.get(b"user-agent", b"").decode("utf-8", "ignore")[:300],
+        ip=_client_ip(scope),
+        player_id=player_id,
+    )
+
+
+@sio.on("confirm_account")
+async def confirm_account(sid, username, code):
+    try:
+        identity = await auth_module.confirm_account(username, code)
+    except AuthError as exc:
+        return await send_error(sid, str(exc))
+    accounts[sid] = {"player_id": identity["player_id"], "username": identity["username"]}
+    await _record_login_event(sid, identity["player_id"])
+    await sio.emit("login", {"player": accounts[sid], "token": identity["token"]}, to=sid)
+
+
+@sio.on("login")
+async def login(sid, username, code):
+    try:
+        identity = await auth_module.login(username, code)
+    except RegistrationIncomplete as exc:
+        # Nedokoncena registracia -> vydame novy QR kod, klient sa prepne
+        # na registracny tab a pouzivatel ju moze dokoncit.
+        try:
+            data = await auth_module.register_account(username)
+        except AuthError as exc2:
+            return await send_error(sid, str(exc2))
+        await sio.emit("register_account", data, to=sid)
+        return await send_error(sid, str(exc))
+    except AuthError as exc:
+        return await send_error(sid, str(exc))
+    accounts[sid] = {"player_id": identity["player_id"], "username": identity["username"]}
+    await _record_login_event(sid, identity["player_id"])
+    await sio.emit("login", {"player": accounts[sid], "token": identity["token"]}, to=sid)
+
+
+# --- lobby ----------------------------------------------------------------
+
+@sio.on("create_game")
+async def create_game(sid, name):
+    if sid not in accounts:
+        return await send_error(sid, "Musíte byť prihlásený.")
+    gid = str(uuid.uuid4())
+    games[gid] = Game(gid, name)
+    await sio.emit("create_game", {"gid": gid}, to=sid)
+    await broadcast_lobby()
+
+
+@sio.on("get_games")
+async def get_games(sid, *args):
+    await sio.emit("get_games", {"games": public_games()}, to=sid)
+
+
+@sio.on("register_player")
+async def register_player(sid, gid):
+    account = accounts.get(sid)
+    if account is None:
+        return await send_error(sid, "Musíte byť prihlásený.")
+    if sid in sessions:
+        return await send_error(sid, "Uz ste v hre.")
+    game = games.get(gid)
+    if game is None:
+        return await send_error(sid, "Hra neexistuje.")
+    if game.started:
+        return await send_error(sid, "Hra uz zacala.")
+    if len(game.players) >= 4:
+        return await send_error(sid, "Prekroceny pocet hracov.")
+    if any(p.player_id == account["player_id"] for p in game.players):
+        return await send_error(sid, "Uz ste v tejto hre.")
+
+    # Lowest free seat (robust if someone left the lobby before start).
+    used = {p.order for p in game.players}
+    order = next(o for o in range(4) if o not in used)
+    player = Player(sid, account["username"], order, account["player_id"])
+    game.players.append(player)
+    sessions[sid] = {"gid": gid, "order": order}
+    await sio.enter_room(sid, gid)
+    # The token is private to this player and required for a secure reconnect.
+    await sio.emit(
+        "register_player",
+        {"player": {"order": order, "name": player.name}, "token": player.token},
+        to=sid,
+    )
+    await broadcast_lobby()
+
+
+@sio.on("add_bot")
+async def add_bot(sid, gid, kind=None):
+    """Hostitel prida bota na najnizsie volne sedadlo nezacatej hry."""
+    sess = sessions.get(sid)
+    if sess is None or sess["gid"] != gid:
+        return await send_error(sid, "Nie ste v tejto hre.")
+    if sess["order"] != 0:
+        return await send_error(sid, "Iba hostitel moze pridavat botov.")
+    game = games.get(gid)
+    if game is None:
+        return await send_error(sid, "Hra neexistuje.")
+    if game.started:
+        return await send_error(sid, "Hra uz zacala.")
+    if len(game.players) >= 4:
+        return await send_error(sid, "Prekroceny pocet hracov.")
+
+    if kind == "neural" and not bots_module.neural_available():
+        return await send_error(sid, "AI bot nie je na tomto serveri dostupny.")
+    if kind not in bots_module.BOT_KINDS:
+        kind = bots_module.DEFAULT_KIND
+    account = await bots_module.ensure_bot_account(
+        kind, {p.player_id for p in game.players}
+    )
+    used = {p.order for p in game.players}
+    order = next(o for o in range(4) if o not in used)
+    player = Player(None, account["username"], order, account["player_id"])
+    player.is_bot = True
+    player.brain = bots_module.make_brain(account["username"])
+    game.players.append(player)
+    await broadcast_lobby()
+
+
+@sio.on("remove_bot")
+async def remove_bot(sid, gid, order):
+    """Hostitel odoberie bota z nezacatej hry (sedadlo sa uvolni)."""
+    sess = sessions.get(sid)
+    if sess is None or sess["gid"] != gid:
+        return await send_error(sid, "Nie ste v tejto hre.")
+    if sess["order"] != 0:
+        return await send_error(sid, "Iba hostitel moze odoberat botov.")
+    game = games.get(gid)
+    if game is None:
+        return await send_error(sid, "Hra neexistuje.")
+    if game.started:
+        return await send_error(sid, "Hra uz zacala.")
+    try:
+        seat = int(order)
+    except (TypeError, ValueError):
+        return await send_error(sid, "Neplatne sedadlo.")
+    player = game.player_by_order(seat)
+    if player is None or not player.is_bot:
+        return await send_error(sid, "Na tomto sedadle nie je bot.")
+    game.players.remove(player)
+    await broadcast_lobby()
+
+
+@sio.on("leave_game")
+async def leave_game(sid):
+    """Explicit exit (e.g. a 'Back to lobby' button). The socket stays
+    connected and remains in the lobby room."""
+    sess = sessions.pop(sid, None)
+    if sess is None:
+        return  # not in a game; nothing to do
+    game = games.get(sess["gid"])
+    if game is not None:
+        await sio.leave_room(sid, game.gid)
+        player = game.player_by_sid(sid)
+        if game.started:
+            # Game in progress: keep the seat (reconnect via token still works),
+            # just mark the player offline.
+            if player is not None:
+                await _mark_player_offline(game, player)
+        else:
+            # Not started yet: free the seat entirely.
+            if player is not None:
+                game.players.remove(player)
+            if not game.players:
+                del games[game.gid]
+    await broadcast_lobby()
+
+
+@sio.on("start_game")
+async def start_game(sid, gid):
+    sess = sessions.get(sid)
+    if sess is None or sess["gid"] != gid:
+        return await send_error(sid, "Nie ste v tejto hre.")
+    if sess["order"] != 0:
+        return await send_error(sid, "Iba hostitel moze spustit hru.")
+    game = games.get(gid)
+    if game is None:
+        return await send_error(sid, "Hra neexistuje.")
+    if game.started:
+        return await send_error(sid, "Hra uz zacala.")
+    if len(game.players) != 4:
+        return await send_error(sid, "Nedostatocny pocet hracov.")
+
+    game.start()
+    # Persist the game with its 4 seats (ordered 0..3) so history can attribute guesses.
+    seated = sorted(game.players, key=lambda p: p.order)
+    await history.record_game_started(gid, game.name, [p.player_id for p in seated])
+    await broadcast_lobby()
+    await send_game_status(gid)
+    for player in game.players:
+        # sid None = bot alebo offline sedadlo -- emit s to=None by karty
+        # broadcastol VSETKYM klientom, preto sa preskakuje.
+        if player.sid:
+            await send_player_cards(gid, player.order, player.sid)
+    _kick_bots(gid)
+
+
+@sio.on("end_game")
+async def end_game(sid, gid):
+    """Any seated player can permanently end a game that won't be finished --
+    not just the host, so the other players aren't stuck forever if the host
+    abandons the game. Marks it ended in the DB (so it won't be restored) and
+    sends everyone back to the lobby."""
+    sess = sessions.get(sid)
+    if sess is None or sess["gid"] != gid:
+        return await send_error(sid, "Nie ste v tejto hre.")
+    game = games.get(gid)
+    if game is None:
+        return await send_error(sid, "Hra neexistuje.")
+
+    await history.mark_game_ended(gid)
+    # Notify the room first (while players are still in it), then tear it down.
+    await sio.emit("game_ended", {"gid": gid}, room=gid)
+    for player in game.players:
+        if player.sid:
+            sessions.pop(player.sid, None)
+            await sio.leave_room(player.sid, gid)
+    del games[gid]
+    await broadcast_lobby()
+
+
+@sio.on("reconnect_to_game")
+async def reconnect_to_game(sid, gid, token):
+    # Best-effort background reconnect: fail silently (no error toast). After a
+    # server restart the old token is gone -> the user rejoins from the lobby.
+    game = games.get(gid)
+    if game is None:
+        return
+    player = game.player_by_token(token)
+    if player is None:
+        return
+
+    old_sid = player.sid
+    if old_sid != sid:
+        sessions.pop(old_sid, None)
+    player.sid = sid
+    player.connected = True
+    sessions[sid] = {"gid": gid, "order": player.order}
+    await sio.enter_room(sid, gid)
+    await sio.emit(
+        "register_player",
+        {"player": {"order": player.order, "name": player.name}, "token": player.token},
+        to=sid,
+    )
+    if game.started:
+        await send_game_status(gid)
+        await send_player_cards(gid, player.order, sid)
+    await sio.emit("player_connection", {"order": player.order, "connected": True}, room=gid)
+    await broadcast_lobby()
+    _kick_bots(gid)
+
+
+@sio.on("rejoin_game")
+async def rejoin_game(sid, gid):
+    """Re-seat into a game via the logged-in account (used after a server restart,
+    when per-game reconnect tokens are gone). Identity comes from the session."""
+    account = accounts.get(sid)
+    if account is None:
+        return await send_error(sid, "Musíte byť prihlásený.")
+    if sid in sessions:
+        return await send_error(sid, "Uz ste v hre.")
+    game = games.get(gid)
+    if game is None:
+        return await send_error(sid, "Hra neexistuje.")
+    player = next(
+        (p for p in game.players if p.player_id == account["player_id"]), None
+    )
+    if player is None:
+        return await send_error(sid, "Nie ste hracom tejto hry.")
+
+    old_sid = player.sid
+    if old_sid and old_sid != sid:
+        sessions.pop(old_sid, None)
+    player.sid = sid
+    player.connected = True
+    sessions[sid] = {"gid": gid, "order": player.order}
+    await sio.enter_room(sid, gid)
+    await sio.emit(
+        "register_player",
+        {"player": {"order": player.order, "name": player.name}, "token": player.token},
+        to=sid,
+    )
+    if game.started:
+        await send_game_status(gid)
+        await send_player_cards(gid, player.order, sid)
+    await sio.emit("player_connection", {"order": player.order, "connected": True}, room=gid)
+    await broadcast_lobby()
+    _kick_bots(gid)
+
+
+@sio.on("restore_game")
+async def restore_game(sid, gid):
+    """Obnov predcasne ukoncenu hru z historie spat do lobby. Smie ju vyvolat
+    iba hrac danej hry; v lobby sa potom objavi ako rozohrata a clenovia sa
+    pripoja cez `rejoin_game`."""
+    account = accounts.get(sid)
+    if account is None:
+        return await send_error(sid, "Musíte byť prihlásený.")
+    if gid in games:
+        # Uz je v pamati (lobby) -- staci obnovit zoznam hier u klienta.
+        await sio.emit("game_restored", {"gid": gid}, to=sid)
+        return await sio.emit("get_games", {"games": public_games()}, to=sid)
+
+    info = await history.reopen_game(gid, account["player_id"])
+    if info is None:
+        return await send_error(sid, "Hru sa nepodarilo obnovit.")
+    _load_game_into_memory(info)
+    await sio.emit("game_restored", {"gid": gid}, to=sid)
+    await broadcast_lobby()
+
+
+# --- in-game actions (seat derived from the connection, never the client) -
+
+@sio.on("game_status")
+async def game_status(sid, *args):
+    resolved = _active_game(sid)
+    if resolved is None:
+        return await send_error(sid, "Nie ste v rozohratej hre.")
+    game, _ = resolved
+    await send_game_status(game.gid)
+
+
+@sio.on("player_cards")
+async def player_cards(sid, *args):
+    resolved = _active_game(sid)
+    if resolved is None:
+        return await send_error(sid, "Nie ste v rozohratej hre.")
+    game, sess = resolved
+    await send_player_cards(game.gid, sess["order"], sid)
+
+
+@sio.on("add_guess")
+async def add_guess(sid, guess):
+    resolved = _active_game(sid)
+    if resolved is None:
+        return await send_error(sid, "Nie ste v rozohratej hre.")
+    game, sess = resolved
+    try:
+        value = int(guess)
+    except (TypeError, ValueError):
+        return await send_error(sid, "Neplatny tip.")
+    try:
+        game.bridzik_core.add_player_guess(sess["order"], value)
+    except BridzikException as exc:
+        return await send_error(sid, str(exc))
+    await send_game_status(game.gid)
+    _kick_bots(game.gid)
+
+
+@sio.on("play_card")
+async def play_card(sid, card_key):
+    resolved = _active_game(sid)
+    if resolved is None:
+        return await send_error(sid, "Nie ste v rozohratej hre.")
+    game, sess = resolved
+    core = game.bridzik_core
+    hand = core.get_player_cards(sess["order"])
+    try:
+        key = int(card_key)
+    except (TypeError, ValueError):
+        return await send_error(sid, "Neplatna karta.")
+    if key not in hand:
+        return await send_error(sid, "Neplatna karta.")
+    try:
+        core.play_card(sess["order"], hand[key])
+    except BridzikException as exc:
+        return await send_error(sid, str(exc))
+    # Persist completed rounds first so the DB-backed standings in game_status are
+    # up to date (idempotent; also marks the game ended).
+    await history.record_completed_rounds(game.gid, core)
+    await send_game_status(game.gid)
+    for player in game.players:
+        if player.sid:  # None (bot/offline) by broadcastoval karty vsetkym
+            await send_player_cards(game.gid, player.order, player.sid)
+    # A naturally-finished game (all 4 series played out) has nothing left to
+    # offer the lobby -- refresh the list so it drops out immediately instead
+    # of lingering as "started"/resumable until someone happens to leave it.
+    if core.is_completed():
+        await broadcast_lobby()
+    _kick_bots(game.gid)
+
+
+# --- history (read-only) --------------------------------------------------
+
+@sio.on("get_player_history")
+async def get_player_history(sid, *args):
+    account = accounts.get(sid)
+    if account is None:
+        return await send_error(sid, "Musíte byť prihlásený.")
+    rows = await history.get_player_history(account["player_id"])
+    await sio.emit("get_player_history", {"games": rows}, to=sid)
+
+
+@sio.on("get_game_detail")
+async def get_game_detail(sid, gid):
+    account = accounts.get(sid)
+    if account is None:
+        return await send_error(sid, "Musíte byť prihlásený.")
+    detail = await history.get_game_detail(gid)
+    if detail is None:
+        return await send_error(sid, "Hra neexistuje.")
+    await sio.emit("get_game_detail", detail, to=sid)

api/auth.py

@@ -0,0 +1,163 @@
+"""Bezheslova autentifikacia cez TOTP (Google Authenticator a pod.).
+
+Domenova logika nad `db/` -- tenke socket handlery v api/__init__.py ju volaju.
+Hodnoty sa overuju cez pyotp; replay sa bloku pomocou Player.totp_last_step.
+"""
+
+import secrets
+import time
+from collections import defaultdict
+
+import pyotp
+from sqlalchemy import select
+
+from db import crypto
+from db.db import async_session
+from db.models import Player
+
+ISSUER = "Bridžik"
+TOTP_PERIOD = 30  # sekund -- default pyotp
+
+# Lockout na neuspesne prihlasovacie pokusy, per username, len v pamati
+# procesu (rovnaky pattern ako games/sessions/accounts v api/__init__.py --
+# proces je jediny, ziadny Redis).
+_LOGIN_ATTEMPT_LIMIT = 5
+_LOGIN_ATTEMPT_WINDOW = 300  # sekund
+_failed_attempts: dict[str, list[float]] = defaultdict(list)
+
+
+class AuthError(Exception):
+    """Chyba prihlasenia/registracie (slovenska sprava pre klienta)."""
+
+
+class RegistrationIncomplete(AuthError):
+    """Ucet existuje, ale registracia nebola nikdy potvrdena kodom.
+
+    Handler v api/__init__.py na nu reaguje novym QR kodom namiesto chyby.
+    """
+
+
+def _is_unconfirmed(player: Player) -> bool:
+    """Ucet, ktory nikdy neoveril TOTP kod (confirm_account nastavuje oboje)."""
+    return player.auth_token is None and player.totp_last_step == 0
+
+
+def _new_token() -> str:
+    return secrets.token_urlsafe(48)
+
+
+def _check_lockout(username: str) -> None:
+    cutoff = time.monotonic() - _LOGIN_ATTEMPT_WINDOW
+    attempts = [t for t in _failed_attempts.get(username, []) if t > cutoff]
+    if attempts:
+        _failed_attempts[username] = attempts
+    else:
+        _failed_attempts.pop(username, None)
+    if len(attempts) >= _LOGIN_ATTEMPT_LIMIT:
+        raise AuthError("Príliš veľa neúspešných pokusov. Skúste to znova o pár minút.")
+
+
+def _register_failure(username: str) -> None:
+    _failed_attempts[username].append(time.monotonic())
+
+
+def _clear_failures(username: str) -> None:
+    _failed_attempts.pop(username, None)
+
+
+def _current_step() -> int:
+    return int(time.time()) // TOTP_PERIOD
+
+
+def _verify_code(player: Player, code: str) -> None:
+    """Overi TOTP kod a posunie totp_last_step. Pri neuspechu vyhodi AuthError.
+
+    Akceptuje +-1 casovy krok (tolerancia hodin) a odmietne uz pouzity krok.
+    """
+    totp = pyotp.TOTP(crypto.decrypt(player.totp_secret))
+    current = _current_step()
+    for step in (current - 1, current, current + 1):
+        if step <= player.totp_last_step:
+            continue
+        if totp.verify(code, for_time=step * TOTP_PERIOD):
+            player.totp_last_step = step
+            return
+    raise AuthError("Nesprávny alebo už použitý kód.")
+
+
+async def register_account(username: str) -> dict:
+    """Zaregistruje meno a vygeneruje TOTP secret. Vrati otpauth URI pre QR.
+
+    Nedokoncenu registraciu (meno existuje, ale kod nebol nikdy potvrdeny)
+    prepise novym secretom -- povodny QR kod tym prestane platit.
+    """
+    username = (username or "").strip()
+    if not username:
+        raise AuthError("Zadajte meno.")
+    secret = pyotp.random_base32()
+    async with async_session() as session:
+        existing = await session.scalar(
+            select(Player).where(Player.username == username)
+        )
+        if existing is not None and not _is_unconfirmed(existing):
+            raise AuthError("Toto meno je už obsadené.")
+        if existing is not None:
+            existing.totp_secret = crypto.encrypt(secret)
+        else:
+            session.add(Player(username=username, totp_secret=crypto.encrypt(secret)))
+        await session.commit()
+    otpauth_uri = pyotp.TOTP(secret).provisioning_uri(name=username, issuer_name=ISSUER)
+    return {"username": username, "secret": secret, "otpauth_uri": otpauth_uri}
+
+
+async def confirm_account(username: str, code: str) -> dict:
+    """Potvrdi registraciu prvym kodom z aplikacie a vrati session token."""
+    return await _verify_and_issue_token(username, code)
+
+
+async def login(username: str, code: str) -> dict:
+    """Prihlasi existujuci ucet a vrati session token.
+
+    Pre nedokoncenu registraciu vyhodi RegistrationIncomplete namiesto
+    overovania kodu -- pouzivatel bez naskenovaneho QR ziadny kod nema.
+    """
+    return await _verify_and_issue_token(username, code, unconfirmed_ok=False)
+
+
+async def _verify_and_issue_token(
+    username: str, code: str, *, unconfirmed_ok: bool = True
+) -> dict:
+    username = (username or "").strip()
+    _check_lockout(username)
+    async with async_session() as session:
+        player = await session.scalar(select(Player).where(Player.username == username))
+        if player is None:
+            _register_failure(username)
+            raise AuthError("Účet neexistuje.")
+        if not unconfirmed_ok and _is_unconfirmed(player):
+            raise RegistrationIncomplete(
+                "Registrácia nie je dokončená — naskenuj QR kód a potvrď prvým kódom."
+            )
+        try:
+            _verify_code(player, (code or "").strip())
+        except AuthError:
+            _register_failure(username)
+            raise
+        _clear_failures(username)
+        token = _new_token()
+        player.auth_token = crypto.hash_token(token)
+        await session.commit()
+        return {"player_id": player.id, "username": player.username, "token": token}
+
+
+async def player_by_token(token: str) -> dict | None:
+    """Overi session token (z Socket.IO `auth`). Vrati identitu alebo None."""
+    if not token:
+        return None
+    async with async_session() as session:
+        player = await session.scalar(
+            select(Player).where(Player.auth_token == crypto.hash_token(token))
+        )
+        if player is None:
+            return None
+        return {"player_id": player.id, "username": player.username}

api/bots.py

@@ -0,0 +1,120 @@
+"""In-process boti: DB ucty botov a ich rozhodovacie "mozgy" z rl/players.py.
+
+Bot je normalny hrac na sedadle -- ma riadok v tabulke `players` (aby
+historia, standings a restore fungovali bez zmeny), ale ziadny socket.
+Tahovu slucku botov ma api/__init__.py (_run_bot_turns); tu je len to,
+co potrebuje DB a rl vrstvu.
+
+Bezpecnost botich uctov: totp_secret je nahodny a nikde sa neuklada v
+citatelnej podobe, totp_last_step sa nastavi na aktualny krok -- ucet tym
+padom NIE JE "nedokoncena registracia" (viz auth._is_unconfirmed), takze
+register_account ho odmietne prepisat a login bez secretu neprejde.
+"""
+
+import os
+from random import Random
+
+import pyotp
+from sqlalchemy import select
+
+from api import auth
+from db import crypto
+from db.db import async_session
+from db.models import Player
+from rl.players import HeuristicPlayer, RandomPlayer
+from rl.pure_net import DEFAULT_WEIGHTS_PATH, PureNet, PureNeuralPlayer
+
+# Prefix je konvencia na rozpoznanie bota (aj po restarte servera, kedy sa
+# sedadla obnovuju z DB len ako (player_id, username)).
+BOT_PREFIX = "bot:"
+DEFAULT_KIND = "heuristic"
+
+# Natrenovana siet -- vahy (rl/weights/, export z rl/export.py) sa nacitaju
+# raz a zdielaju medzi botmi (PureNet je bezstavovy, len cita).
+_pure_net: PureNet | None = None
+
+
+def _neural_brain() -> PureNeuralPlayer:
+    global _pure_net
+    if _pure_net is None:
+        _pure_net = PureNet.load()
+    return PureNeuralPlayer(_pure_net)
+
+
+def neural_available() -> bool:
+    return os.path.exists(DEFAULT_WEIGHTS_PATH)
+
+
+_BRAINS = {
+    "heuristic": lambda: HeuristicPlayer(Random()),
+    "random": lambda: RandomPlayer(Random()),
+    "neural": _neural_brain,
+}
+BOT_KINDS = tuple(_BRAINS)
+
+
+def available_kinds() -> tuple:
+    """Druhy botov ponuknutelne na tomto serveri (neural len s vahami)."""
+    return tuple(k for k in _BRAINS if k != "neural" or neural_available())
+
+
+def is_bot_username(username: str) -> bool:
+    return bool(username) and username.startswith(BOT_PREFIX)
+
+
+def kind_of(username: str) -> str:
+    """'bot:heuristic-2' -> 'heuristic'; neznamy druh padne na DEFAULT_KIND."""
+    body = username[len(BOT_PREFIX):]
+    kind = body.rsplit("-", 1)[0]
+    return kind if kind in _BRAINS else DEFAULT_KIND
+
+
+def make_brain(username: str):
+    """Rozhodovaci objekt (guess/play rozhranie z rl/players.py) pre bota.
+
+    Neural bez suboru vah (napr. restore hry na serveri bez exportu) padne
+    na heuristiku -- sedadlo hra dalej, len inym mozgom.
+    """
+    kind = kind_of(username)
+    if kind == "neural" and not neural_available():
+        kind = DEFAULT_KIND
+    return _BRAINS[kind]()
+
+
+def _suffix_number(username: str) -> int:
+    try:
+        return int(username.rsplit("-", 1)[1])
+    except (IndexError, ValueError):
+        return 0
+
+
+async def ensure_bot_account(kind: str, exclude_ids: set) -> dict:
+    """Najde alebo zalozi boti ucet daneho druhu; vrati {player_id, username}.
+
+    `exclude_ids` su ucty uz obsadene v danej hre -- kazde sedadlo potrebuje
+    INY ucet (Game.playerN_id aj unikat v Guess predpokladaju 4 rozne ID).
+    Ucty sa cisluju bot:<kind>-1, -2, ... a recykluju sa medzi hrami.
+    """
+    prefix = f"{BOT_PREFIX}{kind}-"
+    async with async_session() as session:
+        rows = (
+            await session.scalars(
+                select(Player).where(Player.username.like(prefix + "%"))
+            )
+        ).all()
+        for player in sorted(rows, key=lambda p: _suffix_number(p.username)):
+            if player.id not in exclude_ids:
+                return {"player_id": player.id, "username": player.username}
+
+        number = 1 + max((_suffix_number(p.username) for p in rows), default=0)
+        username = f"{prefix}{number}"
+        player = Player(
+            username=username,
+            # nahodny secret, ktory sa zahodi -- nikto sa zan neprihlasi
+            totp_secret=crypto.encrypt(pyotp.random_base32()),
+            # nenulovy last_step = ucet sa netvari ako nedokoncena registracia
+            totp_last_step=auth._current_step(),
+        )
+        session.add(player)
+        await session.commit()
+        return {"player_id": player.id, "username": player.username}

api/history.py

@@ -0,0 +1,331 @@
+"""Zapis a citanie historie hier nad `db/`.
+
+Cita hodnoty z ciste-Python enginu (bridzik.Bridzik) a uklada ich do DB.
+Engine sa neupravuje -- pouzivame len jeho existujuce metody.
+"""
+
+from datetime import datetime, timezone
+from random import shuffle
+
+from sqlalchemy import func, or_, select
+
+from bridzik import Bridzik, ROUNDS_PER_SERIES, Round, SERIES_PER_GAME, Series
+from db.db import async_session
+from db.models import Game, Guess, Player
+
+# Naplno dohrana hra ma zapisanych SERIES_PER_GAME * ROUNDS_PER_SERIES
+# dokoncenych kol -- tvar hry je definovany v bridzik.py, tu sa len cita.
+FULL_GAME_ROUNDS = SERIES_PER_GAME * ROUNDS_PER_SERIES
+
+
+def _utcnow_naive() -> datetime:
+    """Naive UTC `datetime` na zapis do `ended_at`. Stlpec je TIMESTAMP WITHOUT
+    TIME ZONE (ako `created_at`), tz-aware hodnotu by asyncpg/Postgres odmietol."""
+    return datetime.now(timezone.utc).replace(tzinfo=None)
+
+
+async def record_game_started(gid: str, name: str, player_ids: list[int]) -> None:
+    """Zapise riadok Game so 4 ID hracov (podla sedadla). Idempotentne."""
+    async with async_session() as session:
+        if await session.get(Game, gid) is not None:
+            return
+        session.add(
+            Game(
+                id=gid,
+                name=name,
+                player0_id=player_ids[0],
+                player1_id=player_ids[1],
+                player2_id=player_ids[2],
+                player3_id=player_ids[3],
+            )
+        )
+        await session.commit()
+
+
+async def record_completed_rounds(gid: str, core) -> None:
+    """Zapise 4 Guess-y za kazde nove dohrate kolo; po dohrani hry vyplni ended_at.
+
+    Idempotentne: kola uz zapisane v DB sa preskakuju.
+    """
+    async with async_session() as session:
+        game = await session.get(Game, gid)
+        if game is None:
+            return
+
+        rows = await session.execute(
+            select(Guess.series_number, Guess.round_number)
+            .where(Guess.game_id == gid)
+            .distinct()
+        )
+        already = {(r.series_number, r.round_number) for r in rows}
+
+        for series in core.series:
+            for rnd in series.rounds:
+                if not rnd.is_completed():
+                    continue
+                key = (series.series_number, rnd.round_number)
+                if key in already:
+                    continue
+                points = rnd.get_points_summary()  # list[4], body za kolo
+                for seat in range(4):
+                    session.add(
+                        Guess(
+                            game_id=gid,
+                            player_id=game.player_id_for_seat(seat),
+                            series_number=series.series_number,
+                            round_number=rnd.round_number,
+                            guess=rnd.guesses[seat],
+                            points=points[seat],
+                        )
+                    )
+
+        # Priebezne uloz aktualnu poziciu hry (na restore).
+        last_series = core.series[-1]
+        game.series = last_series.series_number
+        game.round = last_series.get_last_round().round_number
+
+        if core.is_completed() and game.ended_at is None:
+            game.ended_at = _utcnow_naive()
+
+        await session.commit()
+
+
+async def get_standings(gid: str) -> tuple[list[list[list[int]]], list[list[list[int]]]]:
+    """Body aj tipy po seriach/kolach z DB, oboje v tvare ktory caka frontend:
+    `[serie][kolo][sedadlo 0..3]`. Vracia dvojicu `(points, guesses)` -- tipy
+    su tam, aby frontend pri 0 bodoch ukazal preskrtnuty tip namiesto nuly.
+    Citaju sa z tych istych `Guess` riadkov, takze jeden dotaz staci.
+    """
+    async with async_session() as session:
+        game = await session.get(Game, gid)
+        if game is None:
+            return [], []
+        seat_of = {
+            game.player0_id: 0,
+            game.player1_id: 1,
+            game.player2_id: 2,
+            game.player3_id: 3,
+        }
+        rows = (
+            await session.scalars(
+                select(Guess)
+                .where(Guess.game_id == gid)
+                .order_by(Guess.series_number, Guess.round_number)
+            )
+        ).all()
+
+        # series_map[serie][kolo] = ([body sedadiel], [tipy sedadiel])
+        series_map: dict[int, dict[int, tuple[list[int], list[int]]]] = {}
+        for gz in rows:
+            rounds = series_map.setdefault(gz.series_number, {})
+            points, tips = rounds.setdefault(gz.round_number, ([0, 0, 0, 0], [0, 0, 0, 0]))
+            seat = seat_of.get(gz.player_id)
+            if seat is not None:
+                points[seat] = gz.points
+                tips[seat] = gz.guess
+
+        points_table: list[list[list[int]]] = []
+        guesses_table: list[list[list[int]]] = []
+        for s in sorted(series_map):
+            round_nums = sorted(series_map[s])
+            points_table.append([series_map[s][r][0] for r in round_nums])
+            guesses_table.append([series_map[s][r][1] for r in round_nums])
+        return points_table, guesses_table
+
+
+async def get_player_history(player_id: int) -> list[dict]:
+    """Zoznam hier daneho hraca (najnovsie prve) so sumarom jeho bodov."""
+    async with async_session() as session:
+        stmt = (
+            select(Game)
+            .where(
+                Game.ended_at.is_not(None),  # iba ukoncene hry
+                or_(
+                    Game.player0_id == player_id,
+                    Game.player1_id == player_id,
+                    Game.player2_id == player_id,
+                    Game.player3_id == player_id,
+                ),
+            )
+            .order_by(Game.created_at.desc())
+        )
+        games = (await session.scalars(stmt)).all()
+
+        # Pocet dokoncenych kol na hru (na rozlisenie naplno dohranej hry od
+        # predcasne ukoncenej) -- jeden batch dotaz pre vsetky hry hraca.
+        completed_rounds = await _completed_rounds_per_game(
+            session, [g.id for g in games]
+        )
+
+        result = []
+        for g in games:
+            seat_ids = [g.player0_id, g.player1_id, g.player2_id, g.player3_id]
+            usernames = await _usernames_for(session, seat_ids)
+            total = await session.scalar(
+                select(func.coalesce(func.sum(Guess.points), 0)).where(
+                    Guess.game_id == g.id, Guess.player_id == player_id
+                )
+            )
+            result.append(
+                {
+                    "gid": g.id,
+                    "name": g.name,
+                    "created_at": g.created_at.isoformat() if g.created_at else None,
+                    "ended_at": g.ended_at.isoformat() if g.ended_at else None,
+                    "players": [usernames[pid] for pid in seat_ids],
+                    "my_points": int(total or 0),
+                    # True = dohrana naplno; False = predcasne ukoncena (da sa obnovit).
+                    "completed": completed_rounds.get(g.id, 0) >= FULL_GAME_ROUNDS,
+                }
+            )
+        return result
+
+
+async def get_game_detail(gid: str) -> dict | None:
+    """Detail hry: tipy a body po kolach (won = points > 0)."""
+    async with async_session() as session:
+        game = await session.get(Game, gid)
+        if game is None:
+            return None
+        seat_ids = [game.player0_id, game.player1_id, game.player2_id, game.player3_id]
+        usernames = await _usernames_for(session, seat_ids)
+
+        guesses = (
+            await session.scalars(
+                select(Guess)
+                .where(Guess.game_id == gid)
+                .order_by(Guess.series_number, Guess.round_number, Guess.player_id)
+            )
+        ).all()
+
+        return {
+            "gid": game.id,
+            "name": game.name,
+            "created_at": game.created_at.isoformat() if game.created_at else None,
+            "ended_at": game.ended_at.isoformat() if game.ended_at else None,
+            "players": [
+                {"player_id": pid, "username": usernames[pid]} for pid in seat_ids
+            ],
+            "rounds": [
+                {
+                    "series_number": gz.series_number,
+                    "round_number": gz.round_number,
+                    "player_id": gz.player_id,
+                    "username": usernames.get(gz.player_id),
+                    "guess": gz.guess,
+                    "points": gz.points,
+                    "won": gz.points > 0,
+                }
+                for gz in guesses
+            ],
+        }
+
+
+async def _usernames_for(session, player_ids: list[int]) -> dict[int, str]:
+    rows = await session.scalars(
+        select(Player).where(Player.id.in_(set(player_ids)))
+    )
+    return {p.id: p.username for p in rows}
+
+
+async def _completed_rounds_per_game(session, gids: list[str]) -> dict[str, int]:
+    """Pocet dokoncenych (series, round) kol na hru. Guess sa zapisuje len za
+    dohrate kola, takze pocet unikatnych dvojic = pocet dokoncenych kol."""
+    if not gids:
+        return {}
+    rows = await session.execute(
+        select(Guess.game_id, Guess.series_number, Guess.round_number)
+        .where(Guess.game_id.in_(gids))
+        .distinct()
+    )
+    counts: dict[str, int] = {}
+    for r in rows:
+        counts[r.game_id] = counts.get(r.game_id, 0) + 1
+    return counts
+
+
+async def _restore_info(session, game: Game) -> dict:
+    """Postavi restore-payload pre jednu hru: gid, name, sedadla (player_id +
+    username podla poradia 0..3) a uz postaveny Bridzik na ulozenej pozicii.
+    Spolocny tvar pre `reopen_game` aj `get_unfinished_games`."""
+    seat_ids = [game.player0_id, game.player1_id, game.player2_id, game.player3_id]
+    usernames = await _usernames_for(session, seat_ids)
+    return {
+        "gid": game.id,
+        "name": game.name,
+        "seats": [(pid, usernames.get(pid, "?")) for pid in seat_ids],
+        "core": rebuild_core(game.series, game.round),
+    }
+
+
+async def reopen_game(gid: str, player_id: int) -> dict | None:
+    """Znovu otvori predcasne ukoncenu hru: vymaze `ended_at` a vrati info na
+    obnovu do pamate (rovnaky tvar ako polozka z `get_unfinished_games`).
+
+    Vrati None, ak hra neexistuje, hrac v nej nie je, alebo uz bola dohrana
+    naplno (vtedy nie je co pokracovat).
+    """
+    async with async_session() as session:
+        game = await session.get(Game, gid)
+        if game is None:
+            return None
+        seat_ids = [game.player0_id, game.player1_id, game.player2_id, game.player3_id]
+        if player_id not in seat_ids:
+            return None
+        counts = await _completed_rounds_per_game(session, [gid])
+        if counts.get(gid, 0) >= FULL_GAME_ROUNDS:
+            return None  # naplno dohrana hra sa neobnovuje
+
+        game.ended_at = None
+        info = await _restore_info(session, game)
+        await session.commit()
+        return info
+
+
+# --- restore ---------------------------------------------------------------
+
+def rebuild_core(series_number: int, round_number: int, shuffler=shuffle) -> Bridzik:
+    """Postavi Bridzik na danu poziciu (zaciatok kola), karty rozda nanovo.
+
+    Vsetko ostatne (rotacia first_player, pocet kariet) je deterministicke z
+    dvojice (series_number, round_number), takze tieto dve cisla staci na obnovu
+    hracej kostry. Tipy a rozohrate kopky aktualneho kola sa NEobnovuju -- kolo
+    sa zacne odznova; historicke body si vola get_game_detail z tabulky Guess.
+    """
+    core = Bridzik(shuffler=shuffler)
+    # Doplnaj serie az po cielovu (kazda nova zacne svojim kolom 0).
+    while core.series[-1].series_number < series_number:
+        core.series.append(Series(len(core.series), shuffler=shuffler))
+    # V poslednej serii doplnaj kola az po cielove (Round rozda karty nanovo).
+    last = core.series[-1]
+    while last.get_last_round().round_number < round_number:
+        rn = len(last.rounds)
+        last.rounds.append(Round(rn, (last.first_player + rn) % 4, shuffler=shuffler))
+    return core
+
+
+async def restore_game_core(gid: str, shuffler=shuffle) -> Bridzik | None:
+    """Nacita poziciu hry z DB a vrati obnoveny Bridzik (alebo None)."""
+    async with async_session() as session:
+        game = await session.get(Game, gid)
+        if game is None:
+            return None
+        return rebuild_core(game.series, game.round, shuffler=shuffler)
+
+
+async def mark_game_ended(gid: str) -> None:
+    """Natrvalo ukonci hru (host ju zrusil, ked sa nedohra). Uz sa neobnovi."""
+    async with async_session() as session:
+        game = await session.get(Game, gid)
+        if game is not None and game.ended_at is None:
+            game.ended_at = _utcnow_naive()
+            await session.commit()
+
+
+async def get_unfinished_games() -> list[dict]:
+    """Nedohrate hry (ended_at IS NULL) aj s obnovenym jadrom -- na obnovu pri starte."""
+    async with async_session() as session:
+        games = (
+            await session.scalars(select(Game).where(Game.ended_at.is_(None)))
+        ).all()
+        return [await _restore_info(session, g) for g in games]

api/stats.py

@@ -0,0 +1,348 @@
+"""Self-hosted usage analytics: zapis pageview beacon + citanie agregatov pre /admin/stats.
+
+Oddelene od api/history.py (ktory drzi zivu hru + restore-on-startup logiku),
+rovnako ako je api/auth.py samostatny modul.
+"""
+
+import os
+
+import geoip2.database
+import geoip2.errors
+from sqlalchemy import extract, func, select
+from user_agents import parse as parse_ua
+
+from db.db import async_session
+from db.models import Game, Guess, PageView, Player
+
+_geoip_reader: "geoip2.database.Reader | None" = None
+_geoip_load_attempted = False
+
+
+def _country_for_ip(ip: str) -> str:
+    """Cely anglicky nazov krajiny z lokalneho .mmdb (GEOIP_DB_PATH), alebo ""
+    ak nie je dostupny subor alebo sa IP neda rozlusit (privatna/lokalna
+    adresa a pod.)."""
+    global _geoip_reader, _geoip_load_attempted
+    if not ip:
+        return ""
+    if _geoip_reader is None:
+        if _geoip_load_attempted:
+            return ""
+        _geoip_load_attempted = True
+        path = os.environ.get("GEOIP_DB_PATH", "")
+        if not path or not os.path.exists(path):
+            return ""
+        _geoip_reader = geoip2.database.Reader(path)
+    try:
+        return _geoip_reader.country(ip).country.name or ""
+    except (geoip2.errors.AddressNotFoundError, ValueError):
+        return ""
+
+
+# Cesty s dynamickym ID segmentom -- do statistik sa uklada len prefix, aby sa
+# navstevy neroztriestili na /lobby/<gid>, /game/<gid>... (kazda hra inak max 4x).
+_DYNAMIC_PATH_PREFIXES = ("/lobby", "/game")
+
+# Tieto (po normalizacii) sa vobec nezaznamenavaju -- vysoka frekvencia (kazda
+# akcia v hre) bez analytickej hodnoty. "/auth" je zas 1:1 duplicita eventu
+# "landing": dostat sa nan da len plnym loadom stranky (interne redirecty nan
+# su REPLACE a beacon ich skipuje), a kazdy plny load uz posiela "landing"
+# (main.tsx). Ostava len /history a pomenovane eventy (napr. "landing",
+# "rules_view", "login"), ktore sem nespadaju.
+_SKIPPED_PATHS = frozenset({"/", "/auth", "/lobby", "/game"})
+
+
+def _normalize_path(path: str) -> str:
+    for prefix in _DYNAMIC_PATH_PREFIXES:
+        if path == prefix or path.startswith(prefix + "/"):
+            return prefix
+    return path
+
+
+async def record_pageview(
+    path: str, referrer: str, user_agent: str, ip: str = "", player_id: int | None = None
+) -> None:
+    """Zapise navstevu URL cesty ALEBO pomenovany event -- rovnaky stlpec `path`
+    rozlisuje oboje podla toho, ci zacina "/" (pozri PageView.path)."""
+    normalized = _normalize_path(path)
+    if normalized in _SKIPPED_PATHS:
+        return
+    ua = parse_ua(user_agent)
+    device_type = (
+        "bot" if ua.is_bot else "mobile" if ua.is_mobile else "tablet" if ua.is_tablet else "pc"
+    )
+    async with async_session() as session:
+        session.add(
+            PageView(
+                path=normalized,
+                player_id=player_id,
+                referrer=referrer,
+                user_agent=user_agent,
+                browser=ua.browser.family[:40],
+                os=ua.os.family[:40],
+                device_type=device_type,
+                ip=ip[:45],
+                country=_country_for_ip(ip),
+            )
+        )
+        await session.commit()
+
+
+_DAYS_WINDOW = 30  # kazdy "za den" graf/rozklad zobrazuje rovnake okno
+
+# Identita navstevnika = IP + User-Agent (rovnaky pristup ako Plausible/
+# GoatCounter): odlisi dvoch ludi za jednym NAT-om s roznym prehliadacom/
+# zariadenim. Dvoch s uplne identickym UA neodlisi nic bez cookies.
+_visitor_id = PageView.ip + "|" + PageView.user_agent
+
+
+async def _pageviews_by_day_and(session, column, logged_in_only=False) -> dict[str, dict[str, int]]:
+    """Denne navstevy rozdelene podla danej dimenzie (device_type/browser/os),
+    napr. {"2026-07-01": {"pc": 3, "mobile": 1}, ...} -- pre prepinatelny graf.
+    Orezane na _DAYS_WINDOW dni, rovnako ako pageviews_per_day (a ostatne denne
+    grafy), aby prepnutie medzi dimenziami neroztiahlo graf na celu historiu.
+
+    Scope "logged_in": kazdy login sa pocita samostatne (rovnako ako
+    _login_event_counts), aby graf sedel s cislami v BreakdownTable nizsie.
+    Scope "all": pocita sa "navstevnicky den" (rovnako ako _daily_unique_by),
+    z toho isteho dovodu -- inak by graf (klikova statistika) nesedel s
+    cislami dole (navstevnicka statistika)."""
+    vday = func.date(PageView.created_at)
+    if logged_in_only:
+        recent_days_q = select(vday.label("day")).distinct().where(PageView.path == "login")
+        rows_q = (
+            select(vday.label("day"), column.label("cat"), func.count().label("n"))
+            .where(PageView.path == "login")
+        )
+        recent_days = recent_days_q.order_by(vday.desc()).limit(_DAYS_WINDOW).subquery()
+        rows = (
+            await session.execute(
+                rows_q.where(vday.in_(select(recent_days.c.day)))
+                .group_by(vday, column)
+                .order_by(vday.desc())
+            )
+        ).all()
+    else:
+        inner = select(
+            vday.label("day"), column.label("cat"), _visitor_id.label("visitor")
+        ).distinct().subquery()
+        recent_days = (
+            select(inner.c.day).distinct().order_by(inner.c.day.desc()).limit(_DAYS_WINDOW)
+        ).subquery()
+        rows = (
+            await session.execute(
+                select(inner.c.day, inner.c.cat, func.count().label("n"))
+                .where(inner.c.day.in_(select(recent_days.c.day)))
+                .group_by(inner.c.day, inner.c.cat)
+                .order_by(inner.c.day.desc())
+            )
+        ).all()
+    nested: dict[str, dict[str, int]] = {}
+    for r in rows:
+        nested.setdefault(str(r.day), {})[r.cat] = r.n
+    return nested
+
+
+async def _daily_unique_by(session, column, exclude_empty=False) -> list:
+    """Rozklad podla dimenzie (browser/os/...) pre anonymnu navstevnost, kde
+    jednotka nie je klik ale "navstevnicky den": ten isty navstevnik (IP+UA)
+    sa v ramci jedneho dna pocita raz, na dalsi den znova. Sedi tak so suctom
+    grafu visitors_per_day. Pre scope "logged_in" sa nepouziva -- tam ma kazde
+    prihlasenie vahu 1x (viz _login_event_counts), aby to sedelo s
+    pageviews_per_day ("Ked sa 2x prihlasi ten isty user, chcem to mat ako 2x").
+
+    Portable cez SQLite aj Postgres: najprv DISTINCT (den, kategoria, navstevnik)
+    v subquery, potom GROUP BY kategoria."""
+    vday = func.date(PageView.created_at)
+    inner = select(
+        vday.label("day"), column.label("cat"), _visitor_id.label("visitor")
+    ).distinct()
+    if exclude_empty:
+        inner = inner.where(column != "")
+    sub = inner.subquery()
+    return (
+        await session.execute(
+            select(sub.c.cat, func.count().label("n"))
+            .group_by(sub.c.cat)
+            .order_by(func.count().desc())
+        )
+    ).all()
+
+
+async def _login_event_counts(session, column, exclude_empty=False) -> list:
+    """Rozklad podla dimenzie pocitany priamo z poctu login-eventov (kazdy
+    riadok PageView s path == "login" sa pocita samostatne) -- na rozdiel od
+    _daily_unique_by nededuplikuje podla navstevnika/dna, takze opakovane
+    prihlasenie toho isteho hraca v ten isty den sa prejavi ako 2, presne
+    ako v pageviews_per_day."""
+    q = select(column.label("cat"), func.count().label("n")).where(PageView.path == "login")
+    if exclude_empty:
+        q = q.where(column != "")
+    return (
+        await session.execute(q.group_by(column).order_by(func.count().desc()))
+    ).all()
+
+
+async def get_daily_stats(logged_in_only: bool = False) -> dict:
+    """logged_in_only obmedzuje traffic-analyticke widgety (PageView) na
+    zaznamy z eventu "login" (jediny event, ktory nesie player_id -- bezne
+    beacony ho neposielaju vobec). Herne metriky (games/players/rounds) su
+    uz zo svojej podstaty vzdy o prihlasenych uctoch, prepinac sa ich netyka.
+    top_paths ostava vzdy pocitane zo vsetkych navstev bez ohladu na scope --
+    najnavstevovanejsie stranky maju zmysel len ako celok."""
+    async with async_session() as session:
+        # func.date() (not cast(..., Date)) -- the `date()` SQL function is portable
+        # across SQLite and Postgres and returns a plain string/date value without
+        # the double-conversion issue cast(..., Date) triggers on SQLite (aiosqlite
+        # already coerces TIMESTAMP columns to datetime before the Date result
+        # processor tries to re-parse them as an ISO string).
+        day = func.date(Game.created_at)
+        game_rows = (
+            await session.execute(
+                select(day.label("day"), func.count().label("n"))
+                .group_by(day)
+                .order_by(day.desc())
+                .limit(_DAYS_WINDOW)
+            )
+        ).all()
+
+        pday = func.date(Player.created_at)
+        player_rows = (
+            await session.execute(
+                select(pday.label("day"), func.count().label("n"))
+                .group_by(pday)
+                .order_by(pday.desc())
+                .limit(_DAYS_WINDOW)
+            )
+        ).all()
+
+        total, finished = (
+            await session.execute(select(func.count(), func.count(Game.ended_at)))
+        ).one()
+
+        avg_duration = (
+            await session.execute(
+                select(func.avg(func.extract("epoch", Game.ended_at - Game.created_at))).where(
+                    Game.ended_at.is_not(None)
+                )
+            )
+        ).scalar()
+
+        # Nedokoncena registracia = kod nebol nikdy potvrdeny (SQL obdoba
+        # api/auth._is_unconfirmed). "Hraci celkom" pocita len potvrdene ucty,
+        # nedokoncene sa vykazuju osobitne.
+        unconfirmed = Player.auth_token.is_(None) & (Player.totp_last_step == 0)
+        total_players, unconfirmed_players = (
+            await session.execute(
+                select(
+                    func.count(Player.id).filter(~unconfirmed),
+                    func.count(Player.id).filter(unconfirmed),
+                )
+            )
+        ).one()
+
+        peak_hours = (
+            await session.execute(
+                select(extract("hour", Game.created_at).label("h"), func.count().label("n"))
+                .group_by("h")
+                .order_by("h")
+            )
+        ).all()
+
+        rday = func.date(Game.created_at)
+        rounds_rows = (
+            await session.execute(
+                select(rday.label("day"), func.count().label("n"))
+                .select_from(Guess)
+                .join(Game, Guess.game_id == Game.id)
+                .group_by(rday)
+                .order_by(rday.desc())
+                .limit(_DAYS_WINDOW)
+            )
+        ).all()
+
+        vday = func.date(PageView.created_at)
+        pageview_q = select(vday.label("day"), func.count().label("n"))
+        if logged_in_only:
+            # "Navstevnici" v scope Prihlaseni = unikatni HRACI (player_id) za
+            # den, nie unikatne IP+UA -- to je presny pocet skutocnych uctov.
+            pageview_q = pageview_q.where(PageView.path == "login")
+            visitor_q = (
+                select(vday.label("day"), func.count(func.distinct(PageView.player_id)).label("n"))
+                .where(PageView.path == "login")
+            )
+        else:
+            visitor_q = select(vday.label("day"), func.count(func.distinct(_visitor_id)).label("n"))
+
+        pageview_rows = (
+            await session.execute(
+                pageview_q.group_by(vday).order_by(vday.desc()).limit(_DAYS_WINDOW)
+            )
+        ).all()
+        # Unikatni navstevnici za den (distinct IP+UA v ramci dna; ten isty
+        # navstevnik sa na dalsi den pocita znova).
+        visitor_rows = (
+            await session.execute(
+                visitor_q.group_by(vday).order_by(vday.desc()).limit(_DAYS_WINDOW)
+            )
+        ).all()
+        # Top stranky vzdy zo vsetkych navstev -- scope prepinac sa ich netyka.
+        top_paths = (
+            await session.execute(
+                select(PageView.path, func.count().label("n"))
+                .group_by(PageView.path)
+                .order_by(func.count().desc())
+                .limit(20)
+            )
+        ).all()
+
+        if logged_in_only:
+            # Kazdy login sa pocita samostatne (nededuplikovane) -- sedi to s
+            # pageviews_per_day, kde opakovane prihlasenie toho isteho hraca
+            # v ten isty den ma tiez pridat 2, nie 1.
+            top_referrers = (await _login_event_counts(session, PageView.referrer, exclude_empty=True))[:20]
+            browsers = await _login_event_counts(session, PageView.browser)
+            os_rows = await _login_event_counts(session, PageView.os)
+            device_rows = await _login_event_counts(session, PageView.device_type)
+            country_rows = await _login_event_counts(session, PageView.country, exclude_empty=True)
+        else:
+            # Zlozenie anonymnej navstevnosti sa pocita v "navstevnickych
+            # dnoch" (den+IP raz), nie v klikoch -- jeden aktivny hrac tak
+            # neprevazi tabulky.
+            top_referrers = (await _daily_unique_by(session, PageView.referrer, exclude_empty=True))[:20]
+            browsers = await _daily_unique_by(session, PageView.browser)
+            os_rows = await _daily_unique_by(session, PageView.os)
+            device_rows = await _daily_unique_by(session, PageView.device_type)
+            country_rows = await _daily_unique_by(session, PageView.country, exclude_empty=True)
+
+        pageviews_per_day_by_device = await _pageviews_by_day_and(
+            session, PageView.device_type, logged_in_only=logged_in_only
+        )
+        pageviews_per_day_by_browser = await _pageviews_by_day_and(
+            session, PageView.browser, logged_in_only=logged_in_only
+        )
+        pageviews_per_day_by_os = await _pageviews_by_day_and(
+            session, PageView.os, logged_in_only=logged_in_only
+        )
+
+    return {
+        "games_per_day": {str(r.day): r.n for r in game_rows},
+        "players_per_day": {str(r.day): r.n for r in player_rows},
+        "completion_rate": finished / total if total else None,
+        "avg_game_duration_minutes": (avg_duration / 60) if avg_duration else None,
+        "total_players": total_players,
+        "unconfirmed_players": unconfirmed_players,
+        "peak_hours": {int(r.h): r.n for r in peak_hours},
+        "rounds_per_day": {str(r.day): r.n for r in rounds_rows},
+        "pageviews_per_day": {str(r.day): r.n for r in pageview_rows},
+        "visitors_per_day": {str(r.day): r.n for r in visitor_rows},
+        "pageviews_per_day_by_device": pageviews_per_day_by_device,
+        "pageviews_per_day_by_browser": pageviews_per_day_by_browser,
+        "pageviews_per_day_by_os": pageviews_per_day_by_os,
+        "top_referrers": {r.cat: r.n for r in top_referrers},
+        "top_paths": {r.path: r.n for r in top_paths},
+        "browsers": {r.cat: r.n for r in browsers},
+        "operating_systems": {r.cat: r.n for r in os_rows},
+        "device_types": {r.cat: r.n for r in device_rows},
+        "countries": {r.cat: r.n for r in country_rows},
+    }

app.py

@@ -0,0 +1,6 @@
+import uvicorn
+
+if __name__ == "__main__":
+    # Local dev entrypoint: `python -m app`
+    # (production / Docker runs `uvicorn api:app` directly).
+    uvicorn.run("api:app", host="0.0.0.0", port=5000, reload=True)

bridzik.py

@@ -19,6 +19,10 @@ class Card_colors(Enum):
             return self.name == other.name
         return NotImplemented
 
+    # vlastne __eq__ rusi zdedeny __hash__ -- obnovit konzistentne s __eq__
+    def __hash__(self):
+        return hash(self.name)
+
 
 class Card_values(Enum):
     C7 = 1
@@ -51,6 +55,10 @@ class Card_values(Enum):
             return self.name == other.name
         return NotImplemented
 
+    # vlastne __eq__ rusi zdedeny __hash__ -- obnovit konzistentne s __eq__
+    def __hash__(self):
+        return hash(self.name)
+
 
 class Card():
     def __init__(self, color: Card_colors, value: Card_values):
@@ -63,6 +71,10 @@ class Card():
                 and self.value == other.value
         return NotImplemented
 
+    # vlastne __eq__ rusi zdedeny __hash__ -- obnovit konzistentne s __eq__
+    def __hash__(self):
+        return hash((self.color, self.value))
+
     def __str__(self):
         return '{}_{}'.format(self.color.name, self.value.name)
 
@@ -82,46 +94,73 @@ class Card():
 cards = [Card(color, value) for value in Card_values for color in Card_colors]
 
 
+# Sturktura hry: kazda hra ma SERIES_PER_GAME serii, kazda seria ma
+# ROUNDS_PER_SERIES kol. Jediny zdroj pravdy pre tieto cisla -- ina vrstva
+# (napr. api/history.py) ich odvodzuje odtialto, nikdy si ich nevymysla sama.
+SERIES_PER_GAME = 4
+ROUNDS_PER_SERIES = 8
+
+
 class Bridzik():
-    def __init__(self):
-        self.series = [Series(0, 0)]
+    def __init__(self, shuffler=shuffle):
+        self.shuffler = shuffler
+        self.series = [Series(0, 0, shuffler=self.shuffler)]
 
     def play_card(self, player: int, card: Card):
         if self.is_completed():
             raise BridzikException('Hra je ukoncena.')
         self.series[-1].play_card(player, card)
         if self.series[-1].is_completed() and not self.is_completed():
-            self.series.append(Series(len(self.series)))
+            self.series.append(Series(len(self.series), shuffler=self.shuffler))
 
     def add_player_guess(self, player: int, guess):
         if self.is_completed():
             raise BridzikException('Hra je ukoncena.')
         self.series[-1].add_player_guess(player, guess)
 
-    def get_status(self, player: int):
+    def get_player_cards(self, player: int):
+        player_cards = self.series[-1].get_last_round().player_cards[player]
+        return {k: v for k, v in enumerate(player_cards)}
+
+    def get_status(self):
         status = {}
         last_series = self.series[-1]
         if not self.is_completed():
             status['active_player'] = last_series.get_last_round().get_active_player()
             status['active_round_guesses'] = last_series.get_last_round().guesses
-            status['player_cards'] = last_series.get_last_round().player_cards[player]
             if last_series.get_last_round().is_guessing_completed():
                 status['active_round_stashes'] = last_series.get_last_round().get_stashes_winner_summary()
                 status['active_stash'] = {
                     'first_player': last_series.get_last_round().get_last_stash().first_player,
                     'cards': last_series.get_last_round().get_last_stash().get_cards()
                 }
+        if self.get_previous_stash():
+            status['previous_stash'] = {
+                'first_player': self.get_previous_stash().first_player,
+                'cards':  self.get_previous_stash().get_cards()
+            }
         status['standings'] = [s.get_standings() for s in self.series]
         return status
 
     def is_completed(self):
-        return len(self.series) == 4 and self.series[-1].is_completed()
+        return len(self.series) == SERIES_PER_GAME and self.series[-1].is_completed()
+
+    def get_previous_stash(self):
+        if len(self.series[-1].get_last_round().stashes) > 1:
+            return self.series[-1].get_last_round().stashes[-2]
+        elif len(self.series[-1].rounds) > 1:
+            return self.series[-1].rounds[-2].get_last_stash()
+        elif len(self.series) > 1:
+            return self.series[-2].get_last_round().get_last_stash()
+        return None
+
 
 class Series():
-    def __init__(self, series_number: int, first_player: int = None):
+    def __init__(self, series_number: int, first_player: int = None, shuffler = shuffle):
         self.series_number = series_number
         self.first_player = first_player if first_player else series_number
         self.rounds = []
+        self.shuffler = shuffler
         self.start_new_round()
 
     def add_player_guess(self, player: int, guess: int):
@@ -149,7 +188,7 @@ class Series():
             self.start_new_round()
 
     def is_completed(self):
-        return len(self.rounds) == 8 and self.get_last_round().is_completed()
+        return len(self.rounds) == ROUNDS_PER_SERIES and self.get_last_round().is_completed()
 
     def get_standings(self):
         return [r.get_points_summary() for r in self.rounds if r.is_completed()]
@@ -164,14 +203,14 @@ class Series():
         if round_number != 0 and not self.get_last_round().is_completed():
             raise BridzikException('Predchadzajuce kolo nie je ukoncene')
         self.rounds.append(
-            Round(round_number, (self.first_player + round_number) % 4)
+            Round(round_number, (self.first_player + round_number) % 4, shuffler=self.shuffler)
         )
 
 
 class Round():
-    def __init__(self, round_number: int, first_player: int, cards: []=cards, shuffler = shuffle): 
+    def __init__(self, round_number: int, first_player: int, cards: []=cards, shuffler=shuffle):
         # vyrob kopku pre toto kolo a priprav prazdne objekty
-        if round_number not in [i for i in range(8)]:
+        if round_number not in range(ROUNDS_PER_SERIES):
             raise BridzikException('Neplatne cislo kola.')
         if first_player not in [0, 1, 2, 3]:
             raise BridzikException('Cislo hraca musi byt 0, 1, 2 alebo 3.')
@@ -268,7 +307,7 @@ class Round():
     def get_last_stash(self):
         return self.stashes[-1] if self.stashes else None
 
-    def deal_starting_cards(self, cards: [], shuffler = shuffle):
+    def deal_starting_cards(self, cards: [], shuffler=shuffle):
         self.round_cards = cards.copy()
         shuffler(self.round_cards)
         self.round_cards = self.round_cards[(4*self.round_number):]
@@ -291,7 +330,7 @@ class Round():
             self.stashes.append(Stash(self.get_last_stash().get_winner()))
 
 
-class Stash():
+class Stash:
     def __init__(self, first_player: int):
         if first_player not in [0, 1, 2, 3]:
             raise BridzikException('Cislo hraca musi byt 0, 1, 2 alebo 3.')

db/__init__.py

@@ -0,0 +1,9 @@
+"""Datova vrstva (persistencia). Nezavisla od Socket.IO/Flask, ako engine.
+
+Exportuje pripojenie a ORM modely; aplikacna logika (api/) ich pouziva.
+"""
+
+from db.db import Base, engine, async_session, init_db
+from db import models
+
+__all__ = ["Base", "engine", "async_session", "init_db", "models"]

db/crypto.py

@@ -0,0 +1,42 @@
+"""Sifrovanie/hashovanie citlivych stlpcov (Player.totp_secret, Player.auth_token).
+
+totp_secret sa musi dat spatne desifrovat (treba ho na vygenerovanie/overenie
+TOTP kodu), preto Fernet -- symetricke sifrovanie s klucom z env ENCRYPTION_KEY.
+auth_token sa iba porovnava, nikdy nepotrebujeme povodnu hodnotu spat, preto
+staci jednosmerny SHA-256 hash (token ma 384 bitov entropie z
+secrets.token_urlsafe(48) v api/auth.py, takze netreba salt/pepper).
+"""
+
+import hashlib
+import os
+
+from cryptography.fernet import Fernet, InvalidToken
+
+_ENV_VAR = "ENCRYPTION_KEY"
+
+
+def _fernet() -> Fernet:
+    key = os.environ.get(_ENV_VAR)
+    if not key:
+        raise RuntimeError(
+            f"{_ENV_VAR} nie je nastaveny. Vygeneruj ho pomocou:\n"
+            '  python -c "from cryptography.fernet import Fernet; print(Fernet.generate_key().decode())"\n'
+            "a nastav ako env premennu (drz ho stabilny -- zmena znamena, "
+            "ze existujuce totp_secret sa uz nedaju desifrovat)."
+        )
+    return Fernet(key.encode())
+
+
+def encrypt(plaintext: str) -> str:
+    return _fernet().encrypt(plaintext.encode()).decode()
+
+
+def decrypt(ciphertext: str) -> str:
+    try:
+        return _fernet().decrypt(ciphertext.encode()).decode()
+    except InvalidToken as exc:
+        raise ValueError("Neplatny alebo poskodeny sifrovany udaj.") from exc
+
+
+def hash_token(token: str) -> str:
+    return hashlib.sha256(token.encode()).hexdigest()

db/db.py

@@ -0,0 +1,35 @@
+"""Async SQLAlchemy pripojenie a inicializacia schemy.
+
+Connection string z env DATABASE_URL. Default je lokalny SQLite subor (dev);
+v produkcii staci nastavit DATABASE_URL na PostgreSQL (asyncpg), kod sa nemeni.
+"""
+
+import os
+
+from sqlalchemy.ext.asyncio import (
+    AsyncSession,
+    async_sessionmaker,
+    create_async_engine,
+)
+from sqlalchemy.orm import DeclarativeBase
+
+DATABASE_URL = os.environ.get("DATABASE_URL", "sqlite+aiosqlite:///bridzik.db")
+
+
+class Base(DeclarativeBase):
+    pass
+
+
+engine = create_async_engine(DATABASE_URL, echo=False)
+async_session: async_sessionmaker[AsyncSession] = async_sessionmaker(
+    engine, expire_on_commit=False
+)
+
+
+async def init_db() -> None:
+    """Vytvori tabulky, ak este neexistuju. Vola sa pri starte servera."""
+    # Import modelov registruje tabulky na Base.metadata.
+    from db import models  # noqa: F401
+
+    async with engine.begin() as conn:
+        await conn.run_sync(Base.metadata.create_all)

db/models.py

@@ -0,0 +1,112 @@
+"""ORM modely: Player, Game, Guess, PageView.
+
+`won` sa neuklada -- vyplyva z `points > 0`
+(trafeny tip = 10 + tip, inak 0; pozri Round.get_points_summary v bridzik.py).
+"""
+
+import uuid
+from datetime import datetime
+
+from sqlalchemy import DateTime, ForeignKey, Integer, String, UniqueConstraint, func
+from sqlalchemy.orm import Mapped, mapped_column
+
+from db.db import Base
+
+
+class Player(Base):
+    """Trvaly ucet hraca + autentifikacia (TOTP)."""
+
+    __tablename__ = "players"
+
+    id: Mapped[int] = mapped_column(primary_key=True)
+    username: Mapped[str] = mapped_column(String(40), unique=True, index=True)
+    # Sifrovany cez db/crypto.py (Fernet) -- nikdy neuklada plaintext secret.
+    totp_secret: Mapped[str] = mapped_column(String(255))
+    # Posledny pouzity TOTP casovy krok -- ochrana proti replay v ramci okna.
+    totp_last_step: Mapped[int] = mapped_column(Integer, default=0)
+    # Session token pre auto-reconnect (poslany v Socket.IO `auth`).
+    # Uklada sa SHA-256 hash (db/crypto.hash_token), nie surovy token.
+    auth_token: Mapped[str | None] = mapped_column(
+        String(64), unique=True, nullable=True
+    )
+    created_at: Mapped[datetime] = mapped_column(
+        DateTime, server_default=func.now()
+    )
+
+
+class Game(Base):
+    """Jedna partia. Drzi priamo 4 ID hracov podla sedadla (0-3)."""
+
+    __tablename__ = "games"
+
+    id: Mapped[str] = mapped_column(
+        String(36), primary_key=True, default=lambda: str(uuid.uuid4())
+    )
+    name: Mapped[str] = mapped_column(String(40), default="")
+    player0_id: Mapped[int] = mapped_column(ForeignKey("players.id"))
+    player1_id: Mapped[int] = mapped_column(ForeignKey("players.id"))
+    player2_id: Mapped[int] = mapped_column(ForeignKey("players.id"))
+    player3_id: Mapped[int] = mapped_column(ForeignKey("players.id"))
+    # Aktualna pozicia hry. Spolu s rozdanim kariet nanovo plne urcuju stav hry
+    # po zaciatok kola -> staci na restore (pozri api/history.rebuild_core).
+    series: Mapped[int] = mapped_column(Integer, default=0)
+    round: Mapped[int] = mapped_column(Integer, default=0)
+    created_at: Mapped[datetime] = mapped_column(
+        DateTime, server_default=func.now()
+    )
+    ended_at: Mapped[datetime | None] = mapped_column(DateTime, nullable=True)
+
+    def player_id_for_seat(self, seat: int) -> int:
+        return (self.player0_id, self.player1_id, self.player2_id, self.player3_id)[seat]
+
+
+class Guess(Base):
+    """Tip a vysledok jedneho hraca v jednom kole.
+
+    Unikat (game_id, series_number, round_number, player_id) robi zapis
+    idempotentnym -- opakovany `record_completed_rounds` nezaklada duplikaty.
+    """
+
+    __tablename__ = "guesses"
+    __table_args__ = (
+        UniqueConstraint(
+            "game_id",
+            "series_number",
+            "round_number",
+            "player_id",
+            name="uq_guess_round_player",
+        ),
+    )
+
+    id: Mapped[int] = mapped_column(primary_key=True)
+    game_id: Mapped[str] = mapped_column(ForeignKey("games.id"), index=True)
+    player_id: Mapped[int] = mapped_column(ForeignKey("players.id"), index=True)
+    series_number: Mapped[int] = mapped_column(Integer)
+    round_number: Mapped[int] = mapped_column(Integer)
+    guess: Mapped[int] = mapped_column(Integer)
+    points: Mapped[int] = mapped_column(Integer)
+
+
+class PageView(Base):
+    """Jedna navsteva stranky (pre /track). Bez schema migracii -- create_all only."""
+
+    __tablename__ = "page_views"
+
+    id: Mapped[int] = mapped_column(primary_key=True)
+    # Konvencia: zacina "/" -> skutocna URL cesta; inak nazov eventu (napr.
+    # "rules_view", "login") -- ziadny osobitny stlpec, rovnaky stlpec pre oboje.
+    path: Mapped[str] = mapped_column(String(200))
+    # Vyplnene len ak je znamy prihlaseny hrac v momente zapisu (napr. event "login").
+    player_id: Mapped[int | None] = mapped_column(
+        ForeignKey("players.id"), nullable=True, index=True
+    )
+    referrer: Mapped[str] = mapped_column(String(300), default="")
+    user_agent: Mapped[str] = mapped_column(String(300), default="")
+    browser: Mapped[str] = mapped_column(String(40), default="")
+    os: Mapped[str] = mapped_column(String(40), default="")
+    device_type: Mapped[str] = mapped_column(String(20), default="")  # mobile/tablet/pc/bot
+    ip: Mapped[str] = mapped_column(String(45), default="")  # surova IP (IPv4/IPv6), "" ak nezname
+    country: Mapped[str] = mapped_column(String(60), default="")  # anglicky nazov z GeoIP, "" ak nerozlusene
+    created_at: Mapped[datetime] = mapped_column(
+        DateTime, server_default=func.now()
+    )

docker-compose.prod.yaml

@@ -0,0 +1,69 @@
+# Production stack: built images (no bind mounts), nginx serves the built
+# frontend + reverse-proxies Socket.IO, Postgres is internal-only.
+#
+# Usage:
+#   cp .env.example .env   # fill in real secrets
+#   docker compose -f docker-compose.prod.yaml up -d --build
+
+services:
+  db:
+    image: postgres:18-alpine
+    environment:
+      POSTGRES_USER: ${POSTGRES_USER}
+      POSTGRES_PASSWORD: ${POSTGRES_PASSWORD}
+      POSTGRES_DB: ${POSTGRES_DB}
+      TZ: Europe/Bratislava
+      PGTZ: Europe/Bratislava
+    volumes:
+      - pgdata:/var/lib/postgresql
+    restart: always
+    networks:
+      caddy_network:
+
+  pgadmin:
+    image: dpage/pgadmin4:latest
+    environment:
+      PGADMIN_DEFAULT_EMAIL: ${PGADMIN_DEFAULT_EMAIL}
+      PGADMIN_DEFAULT_PASSWORD: ${PGADMIN_DEFAULT_PASSWORD}
+    volumes:
+      - pgadmin_data:/var/lib/pgadmin
+    restart: always
+    depends_on:
+      - db
+    networks:
+      caddy_network:
+
+  backend:
+    build: .
+    environment:
+      DATABASE_URL: postgresql+asyncpg://${POSTGRES_USER}:${POSTGRES_PASSWORD}@db:5432/${POSTGRES_DB}
+      CORS_ALLOWED_ORIGINS: ${CORS_ALLOWED_ORIGINS}
+      ADMIN_TOKEN: ${ADMIN_TOKEN}
+      ENCRYPTION_KEY: ${ENCRYPTION_KEY}
+      GEOIP_DB_PATH: /app/geoip/GeoLite2-Country.mmdb
+    volumes:
+      - /home/tim/docker_volumes/bridzik/:/app/geoip:ro
+    restart: always
+    depends_on:
+      - db
+    networks:
+      caddy_network:
+
+  frontend:
+    container_name: bridzik
+    build: ./frontend
+    environment:
+      BACKEND_UPSTREAM: backend:5000
+    restart: always
+    depends_on:
+      - backend
+    networks:
+      caddy_network:
+
+volumes:
+  pgdata:
+  pgadmin_data:
+
+networks:
+  caddy_network:
+    external: true

docker-compose.yaml

@@ -0,0 +1,56 @@
+services:
+  db:
+    image: postgres:18-alpine
+    environment:
+      POSTGRES_USER: bridzik
+      POSTGRES_PASSWORD: bridzik
+      POSTGRES_DB: bridzik
+    ports:
+      - "5432:5432"
+    volumes:
+      - pgdata:/var/lib/postgresql
+    healthcheck:
+      test: ["CMD-SHELL", "pg_isready -U bridzik -d bridzik"]
+      interval: 5s
+      timeout: 5s
+      retries: 5
+
+  backend:
+    build: .
+    environment:
+      # Async SQLAlchemy URL -> the Postgres service above (asyncpg driver).
+      DATABASE_URL: postgresql+asyncpg://bridzik:bridzik@db:5432/bridzik
+      # Shared secret for the self-hosted /api/admin/* stats endpoints.
+      ADMIN_TOKEN: tajneheslo
+      # Dev-only Fernet key encrypting Player.totp_secret -- fine to hardcode
+      # here since the dev DB is disposable (docker-compose down -v).
+      ENCRYPTION_KEY: FAMD5i_Pc-Ursu_Bi49ZYMN2ehhfBkjjehxTOFvNrBU=
+      # Optional: IP -> country for /api/track. Drop a .mmdb file (GeoLite2 or
+      # a DB-IP/IP2Location Lite equivalent) at ./geoip/ -- it's already inside
+      # the ./:/app bind mount below, no extra volume entry needed. Missing
+      # file -> country is just recorded as "" (see api/stats.py:_country_for_ip).
+      GEOIP_DB_PATH: /app/geoip/GeoLite2-Country.mmdb
+    ports:
+      - "5000:5000"
+    volumes:
+      - ./:/app
+    depends_on:
+      db:
+        condition: service_healthy
+
+  frontend:
+    image: node:22-alpine
+    working_dir: /app
+    environment:
+      # Inside the compose network the backend is reachable as `backend`.
+      VITE_BACKEND_URL: http://backend:5000
+    volumes:
+      - ./frontend:/app
+    ports:
+      - "5173:5173"
+    command: sh -c "npm install && npm run dev -- --host"
+    depends_on:
+      - backend
+
+volumes:
+  pgdata:

frontend/.dockerignore

@@ -0,0 +1,3 @@
+node_modules
+dist
+.git

frontend/Dockerfile

@@ -0,0 +1,20 @@
+# ---- builder: npm ci + vite build -----------------------------------------
+FROM node:22-alpine AS builder
+
+WORKDIR /app
+COPY package.json package-lock.json ./
+RUN npm ci
+
+COPY . .
+RUN npm run build
+
+# ---- runtime: static files served by nginx ---------------------------------
+FROM nginx:1.27-alpine AS runtime
+
+COPY --from=builder /app/dist /usr/share/nginx/html
+# Rendered to /etc/nginx/conf.d/default.conf at container start by the base
+# image's docker-entrypoint.sh, substituting ${BACKEND_UPSTREAM} (set via
+# compose env, e.g. "backend:5000").
+COPY nginx.conf.template /etc/nginx/templates/default.conf.template
+
+EXPOSE 80

frontend/index.html

@@ -0,0 +1,19 @@
+<!doctype html>
+<html lang="sk">
+  <head>
+    <meta charset="UTF-8" />
+    <meta name="viewport" content="width=device-width, initial-scale=1.0" />
+    <meta name="theme-color" content="#090e0b" />
+    <title>Bridžik</title>
+    <link rel="preconnect" href="https://fonts.googleapis.com" />
+    <link rel="preconnect" href="https://fonts.gstatic.com" crossorigin />
+    <link
+      href="https://fonts.googleapis.com/css2?family=Playfair+Display:ital,wght@0,400;0,600;1,400&family=DM+Sans:wght@300;400;500&display=swap"
+      rel="stylesheet"
+    />
+  </head>
+  <body>
+    <div id="root"></div>
+    <script type="module" src="/src/main.tsx"></script>
+  </body>
+</html>

frontend/nginx.conf.template

@@ -0,0 +1,38 @@
+server {
+    listen 80;
+    server_name _;
+
+    root /usr/share/nginx/html;
+    index index.html;
+
+    # SPA: let the router handle unknown paths.
+    location / {
+        try_files $uri $uri/ /index.html;
+    }
+
+    # Socket.IO (websocket + polling) -> backend.
+    location /socket.io/ {
+        proxy_pass http://${BACKEND_UPSTREAM}/socket.io/;
+        proxy_http_version 1.1;
+        proxy_set_header Upgrade $http_upgrade;
+        proxy_set_header Connection "upgrade";
+        proxy_set_header Host $host;
+        proxy_set_header X-Real-IP $remote_addr;
+        proxy_set_header X-Forwarded-For $proxy_add_x_forwarded_for;
+        proxy_set_header X-Forwarded-Proto $scheme;
+        proxy_read_timeout 60s;
+    }
+
+    location /health {
+        proxy_pass http://${BACKEND_UPSTREAM}/health;
+    }
+
+    # Pageview beacon + admin stats -> backend.
+    location /api/ {
+        proxy_pass http://${BACKEND_UPSTREAM}/api/;
+        proxy_set_header Host $host;
+        proxy_set_header X-Real-IP $remote_addr;
+        proxy_set_header X-Forwarded-For $proxy_add_x_forwarded_for;
+        proxy_set_header X-Forwarded-Proto $scheme;
+    }
+}

frontend/package.json

@@ -0,0 +1,32 @@
+{
+  "name": "bridzik-frontend",
+  "version": "0.1.0",
+  "private": true,
+  "type": "module",
+  "scripts": {
+    "dev": "vite",
+    "build": "tsc && vite build",
+    "preview": "vite preview"
+  },
+  "dependencies": {
+    "bysquare": "^4.0.0",
+    "qrcode.react": "^4.1.0",
+    "react": "^18.3.1",
+    "react-dom": "^18.3.1",
+    "react-router-dom": "^6.26.0",
+    "recharts": "^2.12.7",
+    "socket.io-client": "^4.7.5",
+    "zustand": "^4.5.4"
+  },
+  "devDependencies": {
+    "@types/react": "^18.3.5",
+    "@types/react-dom": "^18.3.0",
+    "@vitejs/plugin-react": "^4.3.1",
+    "autoprefixer": "^10.4.19",
+    "postcss": "^8.4.40",
+    "tailwindcss": "^3.4.7",
+    "typescript": "^5.5.3",
+    "vite": "^5.4.0",
+    "vite-plugin-pwa": "^0.20.1"
+  }
+}

frontend/postcss.config.js

@@ -0,0 +1,6 @@
+export default {
+  plugins: {
+    tailwindcss: {},
+    autoprefixer: {},
+  },
+};

frontend/src/App.tsx

@@ -0,0 +1,131 @@
+import { lazy, Suspense, useEffect } from 'react';
+import { BrowserRouter, Routes, Route, Navigate, useNavigate, useLocation, useNavigationType } from 'react-router-dom';
+import { useGameStore } from './store/gameStore';
+import { socket, emit } from './lib/socket';
+import { trackEvent } from './lib/track';
+import type { MyPlayer } from './types';
+import GameList from './pages/GameList';
+import Lobby from './pages/Lobby';
+import GameTable from './pages/GameTable';
+import Auth from './pages/Auth';
+import History from './pages/History';
+import Donate from './pages/Donate';
+
+// Admin pulls in recharts — lazy-load it so players never download that chunk.
+const AdminLayout = lazy(() => import('./pages/admin/AdminLayout'));
+const AdminStats = lazy(() => import('./pages/admin/AdminStats'));
+
+function AppInner() {
+  const navigate = useNavigate();
+  const location = useLocation();
+  const navigationType = useNavigationType();
+  const account = useGameStore((s) => s.account);
+  const myPlayer = useGameStore((s) => s.myPlayer);
+  const gameStatus = useGameStore((s) => s.gameStatus);
+  const error = useGameStore((s) => s.error);
+  const clearError = useGameStore((s) => s.clearError);
+
+  // Reconnect into an in-progress game on every socket connect (after network drops).
+  useEffect(() => {
+    const doReconnect = () => {
+      const saved = localStorage.getItem('bridzik_player');
+      if (!saved) return;
+      const player = JSON.parse(saved) as MyPlayer;
+      emit.reconnectToGame(player.gid, player.token);
+    };
+    socket.on('connect', doReconnect);
+    if (socket.connected) doReconnect();
+    return () => { socket.off('connect', doReconnect); };
+  }, []);
+
+  // Single authoritative navigation:
+  //  - not logged in            → /auth
+  //  - logged in & in a game     → lobby/game
+  //  - logged in, no game, on /auth (just logged in) → leave for the game list
+  //  - logged in, no game, elsewhere → null (let the user navigate: list/history)
+  const onGameRoute =
+    location.pathname === '/auth' ||
+    location.pathname.startsWith('/game') ||
+    location.pathname.startsWith('/lobby');
+  // /admin is a separate concern gated by its own token, not the player login.
+  const onAdminRoute = location.pathname.startsWith('/admin');
+  const targetRoute = onAdminRoute
+    ? null
+    : !account
+      ? '/auth'
+      : myPlayer
+        ? gameStatus ? `/game/${gameStatus.gid}` : `/lobby/${myPlayer.gid}`
+        : onGameRoute ? '/' : null;
+
+  useEffect(() => {
+    if (!targetRoute) return;
+    navigate(targetRoute, { replace: true });
+  }, [targetRoute, navigate]);
+
+  // Auto-dismiss errors after 4 s
+  useEffect(() => {
+    if (!error) return;
+    const t = setTimeout(clearError, 4000);
+    return () => clearTimeout(t);
+  }, [error, clearError]);
+
+  // Fire-and-forget pageview beacon for self-hosted analytics; must never
+  // affect the app (network errors are swallowed). Skip REPLACE navigations --
+  // those are app-internal gate/index redirects (login gate, /admin index ->
+  // stats), not a page the user actually navigated to, so they'd otherwise
+  // inflate the count with one extra row per redirect hop. Skip /admin itself
+  // too -- that's the dashboard viewing its own traffic, not player usage.
+  // Skip /, /lobby, /game -- high-frequency in-game navigation with no
+  // analytical value; the backend drops these anyway (api/stats.py _SKIPPED_PATHS).
+  // The visitor's first touch (incl. landings on "/", which both skips would
+  // otherwise swallow) is captured by trackLanding() in main.tsx instead.
+  // Skip /auth too: it's only ever reached by a full page load (every in-app
+  // redirect to it is REPLACE), so each /auth row would be a 1:1 duplicate of
+  // the landing event fired by that same load.
+  useEffect(() => {
+    if (navigationType === 'REPLACE') return;
+    if (location.pathname.startsWith('/admin')) return;
+    if (
+      location.pathname === '/' ||
+      location.pathname === '/auth' ||
+      location.pathname.startsWith('/lobby') ||
+      location.pathname.startsWith('/game')
+    ) {
+      return;
+    }
+    trackEvent(location.pathname, document.referrer);
+  }, [location.pathname, navigationType]);
+
+  return (
+    <>
+      {error && (
+        <div className="fixed top-4 left-1/2 -translate-x-1/2 z-50 bg-red-600 text-white px-4 py-2 rounded-lg shadow-lg text-sm max-w-xs text-center">
+          {error}
+        </div>
+      )}
+      <Suspense fallback={<p className="text-center text-green-dim pt-20 font-serif italic">Načítava sa…</p>}>
+        <Routes>
+          <Route path="/auth" element={<Auth />} />
+          <Route path="/" element={<GameList />} />
+          <Route path="/history" element={<History />} />
+          <Route path="/donate" element={<Donate />} />
+          <Route path="/lobby/:gid" element={<Lobby />} />
+          <Route path="/game/:gid" element={<GameTable />} />
+          <Route path="/admin" element={<AdminLayout />}>
+            <Route index element={<Navigate to="stats" replace />} />
+            <Route path="stats" element={<AdminStats />} />
+          </Route>
+          <Route path="*" element={<Navigate to="/" replace />} />
+        </Routes>
+      </Suspense>
+    </>
+  );
+}
+
+export default function App() {
+  return (
+    <BrowserRouter>
+      <AppInner />
+    </BrowserRouter>
+  );
+}

frontend/src/components/CardView.tsx

@@ -0,0 +1,84 @@
+import type { Card } from '../types';
+
+const SUIT_SYMBOL: Record<string, string> = {
+  HEARTS: '♥',
+  LEAVES: '♠',
+  ACORNS: '♣',
+  BELLS: '♦',
+};
+
+const SUIT_COLOR: Record<string, string> = {
+  HEARTS: '#c40000',
+  LEAVES: '#1e7a1e',
+  ACORNS: '#b87a00',
+  BELLS: '#0087b8',
+};
+
+const VALUE_LABEL: Record<string, string> = {
+  C7: 'VII', C8: 'VIII', C9: 'IX', C10: 'X',
+  LOWER: 'J', UPPER: 'Q', KING: 'K', ACE: 'A',
+};
+
+// Per-size geometry. sm/md sit on the table, lg/xl are hand cards.
+const DIMS = {
+  sm: { w: 38, h: 54, radius: 4, inset: 3, label: 9,  suitSm: 7,  suitLg: 18 },
+  md: { w: 56, h: 80, radius: 6, inset: 4, label: 12, suitSm: 10, suitLg: 30 },
+  lg: { w: 60, h: 84, radius: 7, inset: 5, label: 12, suitSm: 9,  suitLg: 30 },
+  xl: { w: 72, h: 100, radius: 8, inset: 6, label: 14, suitSm: 11, suitLg: 38 },
+} as const;
+
+interface Props {
+  card: Card;
+  onClick?: () => void;
+  disabled?: boolean;
+  /** Playable card on your turn — gold glow border + lift. */
+  highlight?: boolean;
+  size?: keyof typeof DIMS;
+}
+
+export default function CardView({ card, onClick, disabled = false, highlight = false, size = 'md' }: Props) {
+  const symbol = SUIT_SYMBOL[card.color];
+  const color = SUIT_COLOR[card.color];
+  const label = VALUE_LABEL[card.value];
+  const d = DIMS[size];
+
+  const interactive = !disabled && !!onClick;
+
+  const corner = (rotated: boolean) => (
+    <span
+      className="absolute flex flex-col items-center leading-none"
+      style={
+        rotated
+          ? { bottom: d.inset, right: d.inset, transform: 'rotate(180deg)' }
+          : { top: d.inset, left: d.inset }
+      }
+    >
+      <span style={{ color, fontSize: d.label, fontFamily: 'Georgia,serif', fontWeight: 700, lineHeight: 1 }}>
+        {label}
+      </span>
+      <span style={{ color, fontSize: d.suitSm, lineHeight: 1.2 }}>{symbol}</span>
+    </span>
+  );
+
+  return (
+    <button
+      onClick={onClick}
+      disabled={disabled || !onClick}
+      style={{ width: d.w, height: d.h, borderRadius: d.radius }}
+      className={[
+        'relative bg-white overflow-hidden flex-none transition-transform',
+        highlight
+          ? 'border-2 border-gold animate-g1 -translate-y-2'
+          : 'border border-[#ddd8d0] shadow-[0_2px_8px_rgba(0,0,0,.35)]',
+        disabled && !highlight ? 'opacity-[.35]' : '',
+        interactive ? 'cursor-pointer hover:-translate-y-1 active:scale-95' : 'cursor-default',
+      ].join(' ')}
+    >
+      {corner(false)}
+      <span className="absolute inset-0 flex items-center justify-center">
+        <span style={{ color, fontSize: d.suitLg, lineHeight: 1 }}>{symbol}</span>
+      </span>
+      {corner(true)}
+    </button>
+  );
+}

frontend/src/components/FaceDownCards.tsx

@@ -0,0 +1,43 @@
+interface Props {
+  /** Exact number of cards the player still holds. */
+  count: number;
+  /** Row (top player) or column (side players). */
+  direction: 'row' | 'col';
+  desktop?: boolean;
+}
+
+/** Overlapping fan of face-down cards next to an opponent's circle — one card
+ *  per card still in their hand, so the stack shrinks as they play. */
+export default function FaceDownCards({ count, direction, desktop = false }: Props) {
+  const n = Math.max(0, Math.min(count, 8));
+  if (n === 0) return null;
+
+  const row = direction === 'row';
+  const w = desktop ? 40 : 25;
+  const h = desktop ? 56 : 36;
+  const overlap = row ? Math.round(w * 0.45) : Math.round(h * 0.5);
+
+  return (
+    <div className="flex" style={{ flexDirection: row ? 'row' : 'column' }}>
+      {Array.from({ length: n }).map((_, i) => (
+        <div
+          key={i}
+          style={{
+            width: w,
+            height: h,
+            marginLeft: row && i > 0 ? -overlap : 0,
+            marginTop: !row && i > 0 ? -overlap : 0,
+            zIndex: i,
+            background:
+              i % 2 === 0
+                ? 'linear-gradient(150deg,#1d4a28,#0e2818)'
+                : 'linear-gradient(150deg,#1b4424,#0d2616)',
+            borderRadius: 3,
+            border: '1px solid rgba(201,168,76,.18)',
+            boxShadow: '0 2px 6px rgba(0,0,0,.5)',
+          }}
+        />
+      ))}
+    </div>
+  );
+}

frontend/src/components/GuessControls.tsx

@@ -0,0 +1,53 @@
+import { emit } from '../lib/socket';
+import { forbiddenGuess } from '../lib/gameRules';
+
+interface Props {
+  cardsInRound: number;
+  guesses: Record<string, number>;
+  myOrder: number;
+  activePlayer: number;
+  activePlayerName: string;
+}
+
+export default function GuessControls({ cardsInRound, guesses, myOrder, activePlayer, activePlayerName }: Props) {
+  const isMyTurn = activePlayer === myOrder;
+  const forbidden = forbiddenGuess(cardsInRound, guesses);
+
+  if (!isMyTurn) {
+    return (
+      <p className="text-center text-sm text-green-dim py-3">
+        Čaká sa na tip:{' '}
+        <span className="font-serif text-gold">{activePlayerName}</span>
+      </p>
+    );
+  }
+
+  const options = Array.from({ length: cardsInRound + 1 }, (_, i) => i);
+
+  return (
+    <div className="flex flex-col items-center gap-3 py-3">
+      <p className="font-serif italic text-gold-dim text-[14px]">Zadaj svoj tip (počet kopiek)</p>
+      <div className="flex flex-wrap gap-2 justify-center">
+        {options.map((n) => {
+          const isForbidden = n === forbidden;
+          return (
+            <button
+              key={n}
+              disabled={isForbidden}
+              onClick={() => emit.addGuess(n)}
+              title={isForbidden ? 'Zakázaná hodnota (súčet = počet kopiek)' : undefined}
+              className={[
+                'w-11 h-11 rounded-full font-serif text-lg border-2 transition-colors',
+                isForbidden
+                  ? 'border-[#5a2a2a] text-[#7a4040] opacity-40 cursor-not-allowed'
+                  : 'border-gold/50 text-gold hover:bg-gold hover:text-table hover:border-gold active:scale-95',
+              ].join(' ')}
+            >
+              {n}
+            </button>
+          );
+        })}
+      </div>
+    </div>
+  );
+}

frontend/src/components/Hand.tsx

@@ -0,0 +1,109 @@
+import type { CardColor, Hand } from '../types';
+import CardView from './CardView';
+import { emit } from '../lib/socket';
+
+const COLOR_ORDER: CardColor[] = ['HEARTS', 'LEAVES', 'ACORNS', 'BELLS'];
+const VALUE_ORDER = ['C7', 'C8', 'C9', 'C10', 'LOWER', 'UPPER', 'KING', 'ACE'];
+
+function groupedByColor(hand: Hand): { color: CardColor; keys: string[] }[] {
+  return COLOR_ORDER
+    .map((color) => ({
+      color,
+      keys: Object.keys(hand)
+        .filter((k) => hand[k].color === color)
+        .sort((a, b) => VALUE_ORDER.indexOf(hand[a].value) - VALUE_ORDER.indexOf(hand[b].value)),
+    }))
+    .filter((g) => g.keys.length > 0);
+}
+
+interface Props {
+  hand: Hand;
+  myTurn: boolean;
+  isPlayPhase: boolean;
+  playableKeys?: Set<string>;
+  desktop?: boolean;
+}
+
+export default function Hand({ hand, myTurn, isPlayPhase, playableKeys, desktop = false }: Props) {
+  const groups = groupedByColor(hand);
+
+  const canPlay = isPlayPhase && myTurn;
+
+  const cardProps = (key: string) => {
+    const legal = playableKeys === undefined || playableKeys.has(key);
+    const playable = canPlay && legal;
+    // Cards stay light by default; darken only the illegal ones, and only while
+    // it's actually your turn to play.
+    const dimmed = canPlay && !legal;
+    return {
+      card: hand[key],
+      highlight: playable,
+      disabled: dimmed,
+      onClick: playable ? () => emit.playCard(key) : undefined,
+    };
+  };
+
+  return (
+    <div className="bg-header border-t border-[#111a13] px-4 pt-3 pb-7">
+      <div className="flex items-center justify-center gap-2 mb-3">
+        <div className="h-px flex-1 max-w-[80px] bg-gradient-to-r from-transparent to-gold/20" />
+        <span className="uppercase tracking-[.13em] text-[9px] text-green-dim">Tvoje karty</span>
+        <div className="h-px flex-1 max-w-[80px] bg-gradient-to-l from-transparent to-gold/20" />
+      </div>
+
+      {/* Fixed height reserves the card row even when the hand is briefly
+          empty (last card of a round just played, next deal not in yet) --
+          otherwise this whole area collapses and the layout jumps. */}
+      <div className="flex items-end justify-center" style={{ minHeight: desktop ? 100 : 84 }}>
+        {desktop ? (
+          // Desktop has room — keep cards grouped by suit, wrap if needed.
+          <div className="flex flex-wrap gap-3 justify-center items-end">
+            {groups.map(({ color, keys }) => (
+              <div key={color} className="flex gap-1 items-end">
+                {keys.map((key) => (
+                  <CardView key={key} size="xl" {...cardProps(key)} />
+                ))}
+              </div>
+            ))}
+          </div>
+        ) : (
+          <MobileHand groups={groups} cardProps={cardProps} />
+        )}
+      </div>
+    </div>
+  );
+}
+
+/** All cards in a single overlapping row that always fits the mobile width:
+ *  small gap when few cards, partial overlap when many. */
+function MobileHand({
+  groups,
+  cardProps,
+}: {
+  groups: { color: CardColor; keys: string[] }[];
+  cardProps: (key: string) => { card: Hand[string]; highlight: boolean; disabled: boolean; onClick?: () => void };
+}) {
+  const keys = groups.flatMap((g) => g.keys);
+  const n = keys.length;
+
+  const CARD_W = 60; // matches CardView size "lg"
+  const MAX_ROW = 300; // keep within a small phone's usable width (~360px screens)
+  // Horizontal step between successive cards; <CARD_W means they overlap.
+  const step = n > 1 ? Math.min(CARD_W + 6, (MAX_ROW - CARD_W) / (n - 1)) : 0;
+  const margin = step - CARD_W; // negative → overlap, positive → gap
+
+  return (
+    <div className="flex justify-center items-end">
+      {keys.map((key, i) => (
+        <div
+          key={key}
+          className="relative"
+          // Playable cards lift up — keep them above their neighbours.
+          style={{ marginLeft: i === 0 ? 0 : margin, zIndex: cardProps(key).highlight ? 100 + i : i }}
+        >
+          <CardView size="lg" {...cardProps(key)} />
+        </div>
+      ))}
+    </div>
+  );
+}

frontend/src/components/HeaderMenu.tsx

@@ -0,0 +1,100 @@
+import { useEffect, useRef, useState } from 'react';
+
+interface Props {
+  username?: string;
+  onHistory: () => void;
+  onDonate: () => void;
+  onLogout: () => void;
+}
+
+/** Header navigation: a row of links from `sm:` up, a hamburger dropdown below it. */
+export default function HeaderMenu({ username, onHistory, onDonate, onLogout }: Props) {
+  const [open, setOpen] = useState(false);
+  const ref = useRef<HTMLDivElement>(null);
+
+  useEffect(() => {
+    if (!open) return;
+    const onPointerDown = (e: PointerEvent) => {
+      if (!ref.current?.contains(e.target as Node)) setOpen(false);
+    };
+    const onKeyDown = (e: KeyboardEvent) => {
+      if (e.key === 'Escape') setOpen(false);
+    };
+    document.addEventListener('pointerdown', onPointerDown);
+    document.addEventListener('keydown', onKeyDown);
+    return () => {
+      document.removeEventListener('pointerdown', onPointerDown);
+      document.removeEventListener('keydown', onKeyDown);
+    };
+  }, [open]);
+
+  const pick = (action: () => void) => () => {
+    setOpen(false);
+    action();
+  };
+
+  return (
+    <>
+      <div className="hidden sm:flex items-center gap-3 text-sm">
+        <span className="text-green-dim">{username}</span>
+        <button onClick={onHistory} className="text-gold hover:text-gold-bright">
+          História
+        </button>
+        <button onClick={onDonate} className="text-gold hover:text-gold-bright">
+          Na kávu
+        </button>
+        <button onClick={onLogout} className="text-green-dim hover:text-gold">
+          Odhlásiť
+        </button>
+      </div>
+
+      <div ref={ref} className="relative sm:hidden">
+        <button
+          onClick={() => setOpen((o) => !o)}
+          aria-label="Menu"
+          aria-expanded={open}
+          aria-haspopup="menu"
+          className="flex flex-col justify-center gap-[5px] w-9 h-9 items-center rounded-lg border border-gold/20 text-gold hover:border-gold/50 transition-colors"
+        >
+          <span className="block w-4 h-px bg-current" />
+          <span className="block w-4 h-px bg-current" />
+          <span className="block w-4 h-px bg-current" />
+        </button>
+
+        {open && (
+          <div
+            role="menu"
+            className="absolute right-0 top-11 z-40 w-44 bg-header border border-[#142018] rounded-xl py-1 shadow-[0_20px_60px_rgba(0,0,0,.6)]"
+          >
+            {username && (
+              <p className="px-4 py-2 text-xs text-green-dim border-b border-[#142018] truncate">
+                {username}
+              </p>
+            )}
+            <button
+              role="menuitem"
+              onClick={pick(onHistory)}
+              className="block w-full text-left px-4 py-2.5 text-sm text-gold hover:bg-gold/10"
+            >
+              História
+            </button>
+            <button
+              role="menuitem"
+              onClick={pick(onDonate)}
+              className="block w-full text-left px-4 py-2.5 text-sm text-gold hover:bg-gold/10"
+            >
+              Na kávu
+            </button>
+            <button
+              role="menuitem"
+              onClick={pick(onLogout)}
+              className="block w-full text-left px-4 py-2.5 text-sm text-green-dim hover:bg-gold/10 hover:text-gold"
+            >
+              Odhlásiť
+            </button>
+          </div>
+        )}
+      </div>
+    </>
+  );
+}

frontend/src/components/NameModal.tsx

@@ -0,0 +1,62 @@
+import { useEffect, useState } from 'react';
+import { useGameStore } from '../store/gameStore';
+import { emit } from '../lib/socket';
+
+interface Props {
+  onClose: () => void;
+}
+
+/** Prompt for a new game's name. Identity is taken from the logged-in session,
+ *  so no player name is asked here. */
+export default function NameModal({ onClose }: Props) {
+  const [name, setName] = useState('');
+  const myPlayer = useGameStore((s) => s.myPlayer);
+
+  // Close once we've joined the just-created game (create → register chain done).
+  useEffect(() => {
+    if (myPlayer) onClose();
+  }, [myPlayer, onClose]);
+
+  const handleSubmit = (e: React.FormEvent) => {
+    e.preventDefault();
+    const trimmed = name.trim();
+    if (!trimmed) return;
+    // Stores the name; the socket listener auto-chains register_player.
+    emit.createGame(trimmed);
+  };
+
+  return (
+    <div className="fixed inset-0 bg-black/70 flex items-center justify-center z-40 p-4">
+      <div className="bg-header border border-[#142018] rounded-2xl p-6 w-full max-w-sm shadow-[0_28px_88px_rgba(0,0,0,.65)]">
+        <h2 className="font-serif text-xl mb-4 text-gold">Názov hry</h2>
+        <form onSubmit={handleSubmit} className="flex flex-col gap-4">
+          <input
+            autoFocus
+            type="text"
+            value={name}
+            onChange={(e) => setName(e.target.value)}
+            maxLength={30}
+            placeholder="Napr. Večerná partia"
+            className="bg-circle text-green-score rounded-lg px-4 py-2 border border-gold/20 outline-none focus:border-gold/60 focus:ring-1 focus:ring-gold/30 placeholder:text-green-dim/60"
+          />
+          <div className="flex gap-2 justify-end">
+            <button
+              type="button"
+              onClick={onClose}
+              className="px-4 py-2 rounded-lg text-green-dim hover:text-gold"
+            >
+              Zrušiť
+            </button>
+            <button
+              type="submit"
+              disabled={!name.trim()}
+              className="px-4 py-2 rounded-lg bg-gold text-table font-serif font-semibold disabled:opacity-40 hover:bg-gold-bright transition-colors"
+            >
+              Vytvoriť
+            </button>
+          </div>
+        </form>
+      </div>
+    </div>
+  );
+}

frontend/src/components/PlayerCircle.tsx

@@ -0,0 +1,65 @@
+interface Props {
+  name: string;
+  /** Tricks won this round. */
+  won: number;
+  /** Bid for this round (null until the player has guessed). */
+  guess: number | null;
+  /** Whether it is this player's turn — the only state that highlights a circle. */
+  active: boolean;
+  size?: number;
+}
+
+export default function PlayerCircle({ name, won, guess, active, size = 52 }: Props) {
+  const nameFont = Math.max(9, Math.round(size * 0.17));
+  const valueFont = Math.round(size * 0.32);
+  // Oval: height a touch shorter than size so it reads as an ellipse. Width
+  // starts at `size` (a circle for short names) but grows with the name via
+  // fit-content + padding, up to a cap beyond which the name is ellipsised
+  // rather than wrapping (wrapping would break the fixed height/oval shape).
+  const height = Math.round(size * 0.78);
+  const hPad = Math.round(size * 0.16);
+  const maxWidth = Math.round(size * 2);
+
+  return (
+    <div
+      // Only the active player is highlighted (gold ring + glow) — colors come
+      // from the velvet-table palette tokens (tailwind.config.js), not literals.
+      className={`flex flex-col items-center justify-center rounded-full ${
+        active ? 'bg-circle-active border-2 border-gold' : 'bg-circle border-[1.5px] border-gold/20'
+      }`}
+      style={{
+        width: 'fit-content',
+        minWidth: size,
+        maxWidth,
+        height,
+        paddingLeft: hPad,
+        paddingRight: hPad,
+        boxShadow: '0 2px 10px rgba(0,0,0,.45)',
+        animation: active ? 'ar 2.2s ease-in-out infinite' : undefined,
+      }}
+    >
+      <span
+        className={`uppercase leading-tight text-center overflow-hidden text-ellipsis whitespace-nowrap max-w-full ${active ? 'text-gold' : 'text-green-circle'}`}
+        style={{
+          fontFamily: '"DM Sans",sans-serif',
+          fontSize: nameFont,
+          letterSpacing: '.09em',
+          fontWeight: 500,
+        }}
+      >
+        {name}
+      </span>
+      <span
+        className={`leading-none ${active ? 'text-gold-bright' : 'text-gold'}`}
+        style={{
+          fontFamily: '"Playfair Display",serif',
+          fontSize: valueFont,
+          fontWeight: active ? 700 : 400,
+        }}
+      >
+        {won}
+        <span style={{ fontSize: valueFont * 0.6, color: '#b0a585' }}>/{guess ?? '?'}</span>
+      </span>
+    </div>
+  );
+}

frontend/src/components/RulesModal.tsx

@@ -0,0 +1,83 @@
+interface Props {
+  onClose: () => void;
+}
+
+export default function RulesModal({ onClose }: Props) {
+  return (
+    <div
+      className="fixed inset-0 z-50 flex items-start justify-center bg-black/70 p-4 overflow-y-auto"
+      onClick={onClose}
+    >
+      <div
+        className="relative bg-header border border-[#142018] rounded-2xl w-full max-w-lg my-6 p-6 text-sm leading-relaxed text-green-score shadow-[0_28px_88px_rgba(0,0,0,.65)]"
+        onClick={(e) => e.stopPropagation()}
+      >
+        <button
+          onClick={onClose}
+          className="absolute top-4 right-4 text-green-dim hover:text-gold text-xl leading-none"
+        >
+          ✕
+        </button>
+
+        <h1 className="font-serif text-2xl text-gold mb-4">Pravidlá hry Bridžik</h1>
+
+        <Section title="Karty">
+          <p>Hrá sa s <b>32-kartovým balíčkom</b> sedmových (slovenských/nemeckých) kariet.</p>
+          <p className="mt-2"><b>Farby:</b> červeň (♥), zeleň (♠), žaluď (♣), guľa (♦)</p>
+          <p className="mt-1 text-red-400 font-semibold">Červeň je vždy tromf (adut) — prebíja každú inú farbu.</p>
+          <p className="mt-2"><b>Hodnoty</b> od najnižšej: VII · VIII · IX · X · J · Q · K · A</p>
+        </Section>
+
+        <Section title="Štruktúra hry">
+          <p>4 hráči · 4 série · 8 kôl v sérii</p>
+          <p className="mt-1">V každom kole dostane každý hráč <b>8 − číslo_kola</b> kariet (8 až 1).</p>
+          <p className="mt-1">Sériu otvára hráč s rovnakým číslom ako séria. Každé ďalšie kolo posúva začínajúceho hráča o jedného.</p>
+        </Section>
+
+        <Section title="Priebeh kola">
+          <p className="font-semibold">1. Tipovanie</p>
+          <p className="mt-1">Každý hráč tipuje, koľko kopiek v kole získa (0 až počet kopiek).</p>
+          <p className="mt-1 text-gold-dim">Pravidlo bridžika: súčet tipov nesmie presne rovnať počtu kopiek v kole — posledný tipujúci nemôže zadať tip, ktorý by toto spôsobil.</p>
+
+          <p className="font-semibold mt-3">2. Hranie kariet</p>
+          <p className="mt-1">Prvú kopku otvára hráč s <b>najvyšším tipom</b>. Každú ďalšiu otvára víťaz predchádzajúcej kopky.</p>
+
+          <p className="font-semibold mt-3">Povinnosť priznať farbu:</p>
+          <ol className="mt-1 list-decimal list-inside space-y-1">
+            <li>Máš farbu vynesenej karty → <b>musíš ju zahrať.</b></li>
+            <li>Nemáš ju, ale máš červeň → <b>musíš zahrať červeň.</b></li>
+            <li>Nemáš ani jedno → môžeš zahrať <b>ľubovoľnú</b> kartu.</li>
+          </ol>
+
+          <p className="font-semibold mt-3">Víťaz kopky:</p>
+          <ul className="mt-1 list-disc list-inside space-y-1">
+            <li>Ak padla červeň → vyhráva <b>najvyššia červeň.</b></li>
+            <li>Ak nie → vyhráva <b>najvyššia karta vynesenej farby.</b></li>
+          </ul>
+        </Section>
+
+        <Section title="Bodovanie">
+          <p>Po každom kole: ak sa tip <b>presne zhoduje</b> s počtom získaných kopiek → <b>10 + tip</b> bodov, inak <b>0</b>.</p>
+          <p className="mt-1 text-green-dim">Príklad: tipoval 3, získal 3 → 13 bodov. Tipoval 3, získal 2 → 0 bodov.</p>
+          <p className="mt-2">Vyhráva hráč s najvyšším celkovým súčtom po 4 sériách.</p>
+        </Section>
+
+        <button
+          onClick={onClose}
+          className="mt-4 w-full py-2.5 rounded-xl border border-gold/30 text-gold hover:bg-gold hover:text-table font-serif font-semibold transition-colors"
+        >
+          Zavrieť
+        </button>
+      </div>
+    </div>
+  );
+}
+
+function Section({ title, children }: { title: string; children: React.ReactNode }) {
+  return (
+    <div className="mb-4">
+      <h2 className="font-serif text-base text-gold mb-1">{title}</h2>
+      <div className="text-green-score">{children}</div>
+    </div>
+  );
+}

frontend/src/components/Standings.tsx

@@ -0,0 +1,219 @@
+import { useState } from 'react';
+import type { PlayerInfo } from '../types';
+import { computeTotal } from '../lib/standings';
+import { displayName } from '../lib/names';
+
+interface Props {
+  standings: number[][][];
+  /** Tips per series/round/seat, same shape as standings. */
+  guesses?: number[][][];
+  players: PlayerInfo[];
+  myOrder: number;
+  /** Desktop renders an always-open sidebar; mobile a collapsible panel. */
+  desktop?: boolean;
+}
+
+export default function Standings({ standings, guesses = [], players, myOrder, desktop = false }: Props) {
+  const [open, setOpen] = useState(false);
+  // Finished series (8/8 rounds) collapsed to just their Σ row; toggled per series.
+  const [collapsedSeries, setCollapsedSeries] = useState<Set<number>>(new Set());
+  const toggleSeries = (si: number) =>
+    setCollapsedSeries((prev) => {
+      const next = new Set(prev);
+      if (next.has(si)) next.delete(si);
+      else next.add(si);
+      return next;
+    });
+
+  // Player columns in seat order; the local player's column is highlighted.
+  const cols = [...players].sort((a, b) => a.order - b.order);
+  // Completed-round count before each series (running total), so each series'
+  // round index can be offset in a single pass instead of re-summing per row.
+  const seriesRoundOffsets: number[] = [];
+  let completedRounds = 0;
+  for (const s of standings) {
+    seriesRoundOffsets.push(completedRounds);
+    completedRounds += s.length;
+  }
+  // Engine: every series is exactly 8 rounds → a series with 8 entries is done,
+  // and gets a per-series summary row after its last round.
+  const ROUNDS_PER_SERIES = 8;
+
+  // Bigger, more legible type on the wide desktop sidebar; compact on mobile.
+  const fz = {
+    head: desktop ? 11 : 10,
+    idx: desktop ? 13 : 9,
+    cell: desktop ? 19 : 14,
+    dot: desktop ? 18 : 13,
+    sigma: desktop ? 13 : 9,
+    total: desktop ? 20 : 18,
+  };
+
+  const gridCols = { gridTemplateColumns: `28px repeat(${cols.length}, 1fr)` };
+
+  const columnHeader = (
+    <div className="px-3 pt-3 flex-shrink-0">
+      <div className="grid items-end mb-1" style={gridCols}>
+        <div />
+        {cols.map((p) => (
+          <div
+            key={p.order}
+            className={`text-center uppercase tracking-[.09em] truncate ${
+              p.order === myOrder ? 'text-gold' : 'text-green-dim'
+            }`}
+            style={{ fontSize: fz.head }}
+          >
+            {displayName(p.name)}
+          </div>
+        ))}
+      </div>
+      <div className="h-px bg-gold/10" />
+    </div>
+  );
+
+  // Completed rounds, grouped by series with a per-series summary row. Finished
+  // series can be collapsed to just their Σ row so long games stay scannable.
+  const rows = standings.flatMap((seriesRounds, si) => {
+    const priorRounds = seriesRoundOffsets[si];
+    const isFinished = seriesRounds.length === ROUNDS_PER_SERIES;
+    const isCollapsed = isFinished && collapsedSeries.has(si);
+    const elems = isCollapsed
+      ? []
+      : seriesRounds.map((scores, lri) => (
+          <div key={`r-${si}-${lri}`} className="grid items-center py-1 border-b border-gold/[.05]" style={gridCols}>
+            <div className="text-center text-[#7a7252]" style={{ fontSize: fz.idx }}>
+              {priorRounds + lri + 1}
+            </div>
+            {cols.map((p) => {
+              const points = scores[p.order] ?? 0;
+              // Failed tip → show the tip in the dimmer "0 points" color, no strikethrough.
+              if (points === 0) {
+                return (
+                  <div
+                    key={p.order}
+                    className="text-center font-serif leading-none"
+                    style={{ fontSize: fz.cell, color: '#7a6e4a' }}
+                  >
+                    {guesses[si]?.[lri]?.[p.order] ?? 0}
+                  </div>
+                );
+              }
+              return (
+                <div
+                  key={p.order}
+                  className="text-center font-serif leading-none"
+                  style={{ fontSize: fz.cell, color: p.order === myOrder ? '#f0dca8' : '#c8bb95' }}
+                >
+                  {points}
+                </div>
+              );
+            })}
+          </div>
+        ));
+
+    // After a finished series, sum its points per player. Clicking toggles
+    // whether that series' individual rounds are shown.
+    if (isFinished) {
+      elems.push(
+        <div
+          key={`s-${si}`}
+          role="button"
+          tabIndex={0}
+          onClick={() => toggleSeries(si)}
+          onKeyDown={(e) => (e.key === 'Enter' || e.key === ' ') && toggleSeries(si)}
+          className="grid items-center py-1 my-0.5 rounded bg-gold/[.07] cursor-pointer select-none"
+          style={gridCols}
+        >
+          <div className="text-center font-serif text-gold flex items-center justify-center gap-[2px]" style={{ fontSize: fz.sigma }}>
+            <span className="text-[8px] text-green-dim">{isCollapsed ? '▸' : '▾'}</span>
+            Σ{si + 1}
+          </div>
+          {cols.map((p) => {
+            const sum = seriesRounds.reduce((a, r) => a + (r[p.order] ?? 0), 0);
+            return (
+              <div
+                key={p.order}
+                className={`text-center font-serif leading-none ${
+                  p.order === myOrder ? 'text-gold-dim' : 'text-green-score'
+                }`}
+                style={{ fontSize: fz.cell, fontWeight: 600 }}
+              >
+                {sum}
+              </div>
+            );
+          })}
+        </div>,
+      );
+    }
+    return elems;
+  });
+
+  const scrollableRounds = (
+    <div className={`velvet-scroll flex-1 min-h-0 overflow-y-auto px-3 ${desktop ? '' : 'max-h-[45vh]'}`}>
+      {rows}
+
+      {/* Active round placeholder */}
+      <div className="grid items-center py-1 rounded mt-0.5 bg-gold/[.04]" style={gridCols}>
+        <div className="text-center font-medium text-gold" style={{ fontSize: fz.idx }}>{completedRounds + 1}</div>
+        {cols.map((p) => (
+          <div key={p.order} className="text-center text-[#7a7252]" style={{ fontSize: fz.dot }}>·</div>
+        ))}
+      </div>
+    </div>
+  );
+
+  const totalsBlock = (
+    <div className="px-3 pb-4 pt-2 flex-shrink-0">
+      <div className="h-px bg-gold/20 mb-2" />
+      <div className="grid items-center py-0.5" style={gridCols}>
+        <div className="text-center uppercase tracking-[.08em] text-green-dim" style={{ fontSize: fz.sigma }}>
+          Σ
+        </div>
+        {cols.map((p) => (
+          <div
+            key={p.order}
+            className={`text-center font-serif leading-none ${
+              p.order === myOrder ? 'text-gold-dim' : 'text-[#c8bb95]'
+            }`}
+            style={{ fontSize: fz.total, fontWeight: p.order === myOrder ? 700 : 600 }}
+          >
+            {computeTotal(standings, p.order)}
+          </div>
+        ))}
+      </div>
+    </div>
+  );
+
+  const content = (
+    <div className="flex-1 min-h-0 flex flex-col">
+      {columnHeader}
+      {scrollableRounds}
+      {totalsBlock}
+    </div>
+  );
+
+  if (desktop) {
+    return (
+      <aside className="w-[268px] flex-shrink-0 bg-header border-l border-[#142018] flex flex-col">
+        <div className="h-[58px] flex items-center gap-2 px-5 border-b border-[#14221a] flex-shrink-0">
+          <span className="font-serif uppercase tracking-[.12em] text-[13px] text-gold">Skóre</span>
+        </div>
+        {content}
+      </aside>
+    );
+  }
+
+  // Mobile: collapsible panel
+  return (
+    <div className="bg-header/80 border border-[#142018] rounded-xl overflow-hidden">
+      <button
+        onClick={() => setOpen((o) => !o)}
+        className="w-full flex justify-between items-center px-4 py-2 font-serif uppercase tracking-[.12em] text-[12px] text-gold"
+      >
+        <span>Skóre</span>
+        <span className="text-green-dim">{open ? '▲' : '▼'}</span>
+      </button>
+      {open && content}
+    </div>
+  );
+}

frontend/src/components/Trick.tsx

@@ -0,0 +1,67 @@
+import type { PlayerInfo, StashData } from '../types';
+import CardView from './CardView';
+import { displayName } from '../lib/names';
+
+interface Props {
+  stash: StashData | null;
+  players: PlayerInfo[];
+  myOrder: number;
+}
+
+const ROTATIONS = [-3, 2, -1, 1];
+// Entry direction by seat offset from me: 0=me(bottom) 1=left 2=top 3=right.
+const FLY_BY_OFFSET = ['fly-bottom', 'fly-left', 'fly-top', 'fly-right'];
+
+export default function Trick({ stash, players, myOrder }: Props) {
+  // Seat order, starting from whoever led the trick.
+  const playOrder = stash
+    ? [0, 1, 2, 3].map((i) => (stash.first_player + i) % 4)
+    : [];
+
+  const nameFor = (order: number) =>
+    displayName(players.find((p) => p.order === order)?.name);
+
+  const overlap = -16;
+  const slotH = 80;
+
+  if (!stash) {
+    return <div className="flex items-center justify-center" style={{ minHeight: slotH + 14 }} />;
+  }
+
+  return (
+    <div className="flex items-center justify-center">
+      {playOrder.map((order, i) => {
+        const card = stash.cards[String(order)];
+        // Only render cards that have actually been played — no placeholder slot
+        // for players still to play this trick.
+        if (!card) return null;
+        const offset = (order - myOrder + 4) % 4;
+        return (
+          <div
+            key={order}
+            className="relative flex flex-col items-center"
+            style={{ marginLeft: i === 0 ? 0 : overlap, zIndex: i + 1 }}
+          >
+            <span
+              className="uppercase text-center"
+              style={{
+                fontSize: 8,
+                letterSpacing: '.05em',
+                marginBottom: 3,
+                color: 'rgba(216,203,166,.72)',
+              }}
+            >
+              {nameFor(order)}
+            </span>
+            {/* Outer: flies in from the player's direction. Inner: static rotation. */}
+            <div style={{ animation: `${FLY_BY_OFFSET[offset]} .42s cubic-bezier(.2,.7,.3,1) both` }}>
+              <div style={{ transform: `rotate(${ROTATIONS[i]}deg)` }}>
+                <CardView card={card} size="md" />
+              </div>
+            </div>
+          </div>
+        );
+      })}
+    </div>
+  );
+}

frontend/src/index.css

@@ -0,0 +1,111 @@
+@tailwind base;
+@tailwind components;
+@tailwind utilities;
+
+@layer base {
+  html,
+  body,
+  #root {
+    @apply min-h-screen;
+  }
+
+  /* Single global type lever: enlarges all rem-based Tailwind text (menu/list/
+     auth/history screens). The game board uses fixed px + transform zoom, so it
+     stays pixel-precise. Bump this one value to scale the menus up or down. */
+  html {
+    font-size: 18px;
+  }
+
+  body {
+    @apply bg-table text-green-score font-sans;
+    background:
+      radial-gradient(ellipse at 50% -10%, rgba(48, 104, 69, 0.16), transparent 60%),
+      #090e0b;
+    background-attachment: fixed;
+  }
+
+  /* Form fields keep the velvet look across the app */
+  input::placeholder {
+    @apply text-green-dim/60;
+  }
+}
+
+/* Slim, on-theme scrollbar (velvet felt + gold accent) for opt-in scroll areas
+   such as the in-game score list, instead of the chunky OS default. */
+.velvet-scroll {
+  scrollbar-width: thin;
+  scrollbar-color: rgba(201, 168, 76, 0.35) transparent;
+}
+.velvet-scroll::-webkit-scrollbar {
+  width: 7px;
+  height: 7px;
+}
+.velvet-scroll::-webkit-scrollbar-track {
+  background: transparent;
+}
+.velvet-scroll::-webkit-scrollbar-thumb {
+  background: rgba(201, 168, 76, 0.28);
+  border-radius: 4px;
+}
+.velvet-scroll::-webkit-scrollbar-thumb:hover {
+  background: rgba(201, 168, 76, 0.5);
+}
+
+/* Velvet-table animations (design handoff). Declared as raw CSS so they work
+   both via Tailwind's animate-* utilities and inline `animation:` strings. */
+@keyframes tp {
+  0%, 100% { opacity: 1; }
+  50% { opacity: 0.5; }
+}
+@keyframes ci {
+  from { opacity: 0; transform: translateY(-6px) scale(0.9); }
+  to { opacity: 1; transform: none; }
+}
+@keyframes ar {
+  0%, 100% {
+    box-shadow: 0 0 0 3px rgba(201, 168, 76, 0.18), 0 0 18px rgba(201, 168, 76, 0.5), 0 0 42px rgba(201, 168, 76, 0.2);
+  }
+  50% {
+    box-shadow: 0 0 0 5px rgba(201, 168, 76, 0.34), 0 0 32px rgba(201, 168, 76, 0.85), 0 0 56px rgba(201, 168, 76, 0.3);
+  }
+}
+@keyframes g1 {
+  0%, 100% { box-shadow: 0 0 18px rgba(201, 168, 76, 0.55), 0 6px 18px rgba(0, 0, 0, 0.55); }
+  50% { box-shadow: 0 0 34px rgba(201, 168, 76, 0.85), 0 6px 18px rgba(0, 0, 0, 0.55); }
+}
+
+/* A played card slides into the centre from the direction of its player. */
+@keyframes fly-top {
+  from { opacity: 0; transform: translateY(-90px) scale(0.82); }
+  to { opacity: 1; transform: none; }
+}
+@keyframes fly-bottom {
+  from { opacity: 0; transform: translateY(90px) scale(0.82); }
+  to { opacity: 1; transform: none; }
+}
+@keyframes fly-left {
+  from { opacity: 0; transform: translateX(-110px) scale(0.82); }
+  to { opacity: 1; transform: none; }
+}
+@keyframes fly-right {
+  from { opacity: 0; transform: translateX(110px) scale(0.82); }
+  to { opacity: 1; transform: none; }
+}
+
+/* A completed trick is swept off the table towards the seat that won it. */
+@keyframes collect-bottom {
+  from { opacity: 1; transform: none; }
+  to { opacity: 0; transform: translateY(150px) scale(0.66); }
+}
+@keyframes collect-top {
+  from { opacity: 1; transform: none; }
+  to { opacity: 0; transform: translateY(-150px) scale(0.66); }
+}
+@keyframes collect-left {
+  from { opacity: 1; transform: none; }
+  to { opacity: 0; transform: translateX(-190px) scale(0.66); }
+}
+@keyframes collect-right {
+  from { opacity: 1; transform: none; }
+  to { opacity: 0; transform: translateX(190px) scale(0.66); }
+}

frontend/src/lib/gameRules.ts

@@ -0,0 +1,52 @@
+import type { CardColor, CardValue, Hand, StashData } from '../types';
+
+export function computePlayable(hand: Hand, ledColor: CardColor | null): Set<string> {
+  const keys = Object.keys(hand);
+  if (!ledColor) return new Set(keys);
+
+  const ledKeys = keys.filter((k) => hand[k].color === ledColor);
+  if (ledKeys.length > 0) return new Set(ledKeys);
+
+  const heartKeys = keys.filter((k) => hand[k].color === 'HEARTS');
+  if (heartKeys.length > 0) return new Set(heartKeys);
+
+  return new Set(keys);
+}
+
+const VALUE_ORDER: CardValue[] = ['C7', 'C8', 'C9', 'C10', 'LOWER', 'UPPER', 'KING', 'ACE'];
+
+/** Seat that wins a completed 4-card trick — mirrors Stash.get_winner in the
+ *  engine: HEARTS (červeň) is the permanent trump, otherwise the highest card
+ *  of the led colour wins. Safe to call on a partial stash (returns the current
+ *  leader among the cards played so far). */
+export function stashWinner(stash: StashData): number {
+  const led = stash.cards[String(stash.first_player)];
+  if (!led) return stash.first_player;
+  let winner = stash.first_player;
+  let best = led;
+  for (let i = 0; i < 4; i++) {
+    const c = stash.cards[String(i)];
+    if (!c) continue;
+    if (c.color === led.color || c.color === 'HEARTS') {
+      if (c.color === best.color) {
+        if (VALUE_ORDER.indexOf(c.value) >= VALUE_ORDER.indexOf(best.value)) {
+          best = c;
+          winner = i;
+        }
+      } else if (c.color === 'HEARTS') {
+        best = c;
+        winner = i;
+      }
+    }
+  }
+  return winner;
+}
+
+/** The bid the last guesser may not make: the four bids must not sum to the
+ *  number of tricks in the round (mirrors Round.add_player_guess in the engine).
+ *  Returns null while earlier players are still guessing. */
+export function forbiddenGuess(cardsInRound: number, guesses: Record<string, number>): number | null {
+  if (Object.keys(guesses).length !== 3) return null;
+  const alreadySum = Object.values(guesses).reduce((a, b) => a + b, 0);
+  return cardsInRound - alreadySum;
+}

frontend/src/lib/leaveGame.ts

@@ -0,0 +1,10 @@
+import { NavigateFunction } from 'react-router-dom';
+import { useGameStore } from '../store/gameStore';
+import { emit } from './socket';
+
+export function leaveGame(navigate: NavigateFunction) {
+  emit.leaveGame();
+  useGameStore.getState().reset();
+  localStorage.removeItem('bridzik_player');
+  navigate('/', { replace: true });
+}

frontend/src/lib/names.ts

@@ -0,0 +1,22 @@
+/** Display helpers for player names. Bot accounts follow the server-side
+ *  convention "bot:<kind>-<n>" (see api/bots.py) — render them as a short
+ *  friendly label instead of the raw username. */
+
+const BOT_PREFIX = 'bot:';
+
+export function isBotName(name?: string | null): boolean {
+  return !!name && name.startsWith(BOT_PREFIX);
+}
+
+/** "bot:heuristic-2" -> "Bot 2", "bot:neural-1" -> "AI bot 1"; other kinds
+ *  keep a suffix ("Bot 1 (random)"); non-bot names pass through unchanged. */
+export function displayName(name?: string | null): string {
+  if (!name || !isBotName(name)) return name ?? '';
+  const body = name.slice(BOT_PREFIX.length);
+  const dash = body.lastIndexOf('-');
+  const kind = dash > 0 ? body.slice(0, dash) : body;
+  const num = dash > 0 ? body.slice(dash + 1) : '';
+  if (kind === 'neural') return num ? `AI bot ${num}` : 'AI bot';
+  const label = num ? `Bot ${num}` : 'Bot';
+  return kind === 'heuristic' ? label : `${label} (${kind})`;
+}

frontend/src/lib/socket.ts

@@ -0,0 +1,144 @@
+import { io } from 'socket.io-client';
+import { useGameStore } from '../store/gameStore';
+import type {
+  Account,
+  GameDetail,
+  GameInfo,
+  GameStatusPayload,
+  Hand,
+  HistoryGame,
+  MyPlayer,
+  Registration,
+} from '../types';
+
+export const socket = io({ autoConnect: false });
+
+/** Attach (or clear) the session token sent in the Socket.IO `auth` handshake
+ *  so the server can auto-login this connection (now and on every reconnect). */
+export function setAuthToken(token: string | null) {
+  socket.auth = token ? { token } : {};
+}
+
+// Module-level state for the create→register chain and gid resolution on register_player
+let _pendingGid: string | null = null;
+let _createName: string | null = null;
+
+export const emit = {
+  // auth
+  registerAccount: (username: string) => socket.emit('register_account', username),
+  confirmAccount: (username: string, code: string) =>
+    socket.emit('confirm_account', username, code),
+  login: (username: string, code: string) => socket.emit('login', username, code),
+  // history
+  getPlayerHistory: () => socket.emit('get_player_history'),
+  getGameDetail: (gid: string) => socket.emit('get_game_detail', gid),
+  // lobby / game
+  createGame: (name: string) => {
+    _createName = name;
+    socket.emit('create_game', name);
+  },
+  registerPlayer: (gid: string) => {
+    _pendingGid = gid;
+    socket.emit('register_player', gid);
+  },
+  // Re-seat into an already-started game via the logged-in account (e.g. after
+  // a server restart). The server replies with register_player + game_status.
+  rejoinGame: (gid: string) => {
+    _pendingGid = gid;
+    socket.emit('rejoin_game', gid);
+  },
+  // Reopen a prematurely-ended game from history back into the lobby.
+  restoreGame: (gid: string) => socket.emit('restore_game', gid),
+  leaveGame: () => socket.emit('leave_game'),
+  // Bots: host-only, before the game starts (seat picked by the server).
+  // kind: 'heuristic' (default) | 'neural' (trained net) | 'random'
+  addBot: (gid: string, kind: string = 'heuristic') => socket.emit('add_bot', gid, kind),
+  removeBot: (gid: string, order: number) => socket.emit('remove_bot', gid, order),
+  endGame: (gid: string) => socket.emit('end_game', gid),
+  startGame: (gid: string) => socket.emit('start_game', gid),
+  reconnectToGame: (gid: string, token: string) => socket.emit('reconnect_to_game', gid, token),
+  gameStatus: () => socket.emit('game_status'),
+  playerCards: () => socket.emit('player_cards'),
+  addGuess: (guess: number) => socket.emit('add_guess', guess),
+  playCard: (cardKey: string) => socket.emit('play_card', cardKey),
+};
+
+export function setupSocketListeners() {
+  socket.on('get_games', ({ games }: { games: GameInfo[] }) => {
+    useGameStore.getState().setGames(games);
+  });
+
+  // Registration step 1: server returns the otpauth URI to render as a QR code.
+  socket.on('register_account', (data: Registration) => {
+    useGameStore.getState().setRegistration(data);
+  });
+
+  // Login / confirm / auto-login. A token is present on explicit login (persist it);
+  // auto-login on connect omits it (we keep the stored one).
+  socket.on('login', ({ player, token }: { player: Account; token?: string }) => {
+    if (token) {
+      localStorage.setItem('bridzik_token', token);
+      setAuthToken(token);
+    }
+    useGameStore.getState().setAccount(player);
+    useGameStore.getState().setRegistration(null);
+  });
+
+  socket.on('get_player_history', ({ games }: { games: HistoryGame[] }) => {
+    useGameStore.getState().setHistory(games);
+  });
+
+  socket.on('get_game_detail', (detail: GameDetail) => {
+    useGameStore.getState().setGameDetail(detail);
+  });
+
+  socket.on('create_game', ({ gid }: { gid: string }) => {
+    // Auto-chain: register into the just-created game (identity comes from the session).
+    if (_createName !== null) {
+      emit.registerPlayer(gid);
+      _createName = null;
+    }
+  });
+
+  socket.on(
+    'register_player',
+    ({ player, token }: { player: { order: number; name: string }; token: string }) => {
+      const saved = localStorage.getItem('bridzik_player');
+      const gid = _pendingGid ?? (saved ? (JSON.parse(saved) as MyPlayer).gid : '');
+      _pendingGid = null;
+      const myPlayer: MyPlayer = { ...player, token, gid };
+      useGameStore.getState().setMyPlayer(myPlayer);
+      localStorage.setItem('bridzik_player', JSON.stringify(myPlayer));
+    }
+  );
+
+  socket.on('game_status', (payload: GameStatusPayload) => {
+    useGameStore.getState().setGameStatus(payload);
+  });
+
+  // Host ended the game permanently -> drop local game state, back to lobby.
+  socket.on('game_ended', () => {
+    useGameStore.getState().reset();
+    localStorage.removeItem('bridzik_player');
+  });
+
+  socket.on('player_cards', ({ cards }: { cards: Hand }) => {
+    useGameStore.getState().setHand(cards);
+  });
+
+  socket.on('player_connection', ({ order, connected }: { order: number; connected: boolean }) => {
+    useGameStore.getState().updatePlayerConnection(order, connected);
+  });
+
+  socket.on('error', ({ error }: { error: string }) => {
+    useGameStore.getState().setError(error);
+  });
+
+  // Surface connection failures instead of silently buffering emits.
+  socket.on('connect_error', (err: Error) => {
+    // `active` = klient sa automaticky pokusi znova (typicky prebudeny mobil,
+    // kym sa siet zobudi) -- prechodne, netreba strasit toastom.
+    if (socket.active) return;
+    useGameStore.getState().setError(`Spojenie so serverom zlyhalo: ${err.message}`);
+  });
+}

frontend/src/lib/standings.ts

@@ -0,0 +1,3 @@
+export function computeTotal(standings: number[][][], playerOrder: number): number {
+  return standings.flat().reduce((sum, round) => sum + (round[playerOrder] ?? 0), 0);
+}

frontend/src/lib/track.ts

@@ -0,0 +1,23 @@
+/** Fire-and-forget event/pageview beacon for self-hosted analytics; must
+ *  never affect the app (network errors are swallowed). player_id is only
+ *  ever attached server-side to the "login" event -- ordinary beacons don't
+ *  carry it. */
+export function trackEvent(path: string, referrer = '') {
+  fetch('/api/track', {
+    method: 'POST',
+    headers: { 'Content-Type': 'application/json' },
+    body: JSON.stringify({ path, referrer }),
+    keepalive: true,
+  }).catch(() => {});
+}
+
+/** One "landing" event per full page load — the visitor's first touch,
+ *  carrying document.referrer (e.g. facebook.com). Without it a visit that
+ *  starts on "/" leaves no trace at all: "/" is in the beacon's skip list and
+ *  the auth-gate redirect to /auth is a REPLACE navigation (see App.tsx), so
+ *  both hops are skipped. Not sent on /admin — the dashboard doesn't track
+ *  itself. */
+export function trackLanding() {
+  if (window.location.pathname.startsWith('/admin')) return;
+  trackEvent('landing', document.referrer);
+}

frontend/src/lib/useFitScale.ts

@@ -0,0 +1,45 @@
+import { useLayoutEffect, useRef, useState } from 'react';
+
+/**
+ * Zooms the desktop board to fill the whole window. The board is a canvas of
+ * fixed height (`designHeight`) whose width is computed to span the viewport,
+ * and the scale is driven by height — so everything (cards, circles, text,
+ * header) grows and shrinks together while the felt always uses the full width.
+ *
+ * Returns the container ref (the viewport), the `scale` for `transform`, and
+ * `contentWidth` — the pre-scale canvas width (`viewportWidth / scale`) so that
+ * after scaling it exactly fills the viewport width.
+ *
+ * `deps` should change when the layout swaps (mobile↔desktop) so the observer
+ * re-attaches to the freshly rendered element.
+ */
+export function useFitScale(deps: unknown[] = [], designHeight = 860, maxScale = 2.6) {
+  const containerRef = useRef<HTMLDivElement>(null);
+  const [box, setBox] = useState({ scale: 1, contentWidth: 1280 });
+
+  useLayoutEffect(() => {
+    const el = containerRef.current;
+    if (!el) return;
+
+    const measure = () => {
+      const availW = el.clientWidth;
+      const availH = el.clientHeight;
+      if (!availW || !availH) return;
+      const scale = Math.min(maxScale, availH / designHeight);
+      const contentWidth = availW / scale;
+      setBox((prev) =>
+        Math.abs(prev.scale - scale) > 0.004 || Math.abs(prev.contentWidth - contentWidth) > 1
+          ? { scale, contentWidth }
+          : prev,
+      );
+    };
+
+    measure();
+    const ro = new ResizeObserver(measure);
+    ro.observe(el);
+    return () => ro.disconnect();
+    // eslint-disable-next-line react-hooks/exhaustive-deps
+  }, deps);
+
+  return { containerRef, scale: box.scale, contentWidth: box.contentWidth };
+}

frontend/src/lib/useIsDesktop.ts

@@ -0,0 +1,20 @@
+import { useEffect, useState } from 'react';
+
+const QUERY = '(min-width: 1024px)';
+
+/** True on viewports >= 1024px — drives the desktop GameTable layout
+ *  (score sidebar, larger oval, bigger cards). */
+export function useIsDesktop(): boolean {
+  const [isDesktop, setIsDesktop] = useState(
+    () => typeof window !== 'undefined' && window.matchMedia(QUERY).matches,
+  );
+
+  useEffect(() => {
+    const mql = window.matchMedia(QUERY);
+    const handler = (e: MediaQueryListEvent) => setIsDesktop(e.matches);
+    mql.addEventListener('change', handler);
+    return () => mql.removeEventListener('change', handler);
+  }, []);
+
+  return isDesktop;
+}

frontend/src/main.tsx

@@ -0,0 +1,20 @@
+import React from 'react';
+import ReactDOM from 'react-dom/client';
+import App from './App';
+import './index.css';
+import { setupSocketListeners, socket, setAuthToken } from './lib/socket';
+import { trackLanding } from './lib/track';
+
+setupSocketListeners();
+// Carry the stored session token into the handshake so the server auto-logs us in.
+setAuthToken(localStorage.getItem('bridzik_token'));
+socket.connect();
+// Here (not in a component effect): runs exactly once per full page load,
+// unaffected by StrictMode double-mounting.
+trackLanding();
+
+ReactDOM.createRoot(document.getElementById('root')!).render(
+  <React.StrictMode>
+    <App />
+  </React.StrictMode>
+);

frontend/src/pages/Auth.tsx

@@ -0,0 +1,192 @@
+import { useEffect, useState } from 'react';
+import { QRCodeSVG } from 'qrcode.react';
+import { useGameStore } from '../store/gameStore';
+import { emit } from '../lib/socket';
+import { trackEvent } from '../lib/track';
+import RulesModal from '../components/RulesModal';
+
+type Mode = 'login' | 'register';
+
+const inputCls =
+  'bg-circle text-green-score rounded-lg px-4 py-2 border border-gold/20 outline-none focus:border-gold/60 focus:ring-1 focus:ring-gold/30 placeholder:text-green-dim/60';
+
+export default function Auth() {
+  const [mode, setMode] = useState<Mode>('login');
+  const [username, setUsername] = useState(localStorage.getItem('bridzik_name') ?? '');
+  const [code, setCode] = useState('');
+  const [showRules, setShowRules] = useState(false);
+  const registration = useGameStore((s) => s.registration);
+  const setRegistration = useGameStore((s) => s.setRegistration);
+
+  const remember = (name: string) => localStorage.setItem('bridzik_name', name.trim());
+
+  // Server can push a registration payload even from the login tab (unfinished
+  // registration → re-issued QR) — always land on the tab that shows it.
+  useEffect(() => {
+    if (registration) {
+      setMode('register');
+      setCode('');
+    }
+  }, [registration]);
+
+  const handleLogin = (e: React.FormEvent) => {
+    e.preventDefault();
+    if (!username.trim() || code.trim().length < 6) return;
+    remember(username);
+    emit.login(username.trim(), code.trim());
+  };
+
+  const handleRegisterStart = (e: React.FormEvent) => {
+    e.preventDefault();
+    if (!username.trim()) return;
+    remember(username);
+    trackEvent('register');
+    emit.registerAccount(username.trim());
+  };
+
+  const handleConfirm = (e: React.FormEvent) => {
+    e.preventDefault();
+    if (code.trim().length < 6) return;
+    emit.confirmAccount(username.trim(), code.trim());
+  };
+
+  const switchMode = (m: Mode) => {
+    setMode(m);
+    setCode('');
+    setRegistration(null);
+  };
+
+  const handleShowRules = () => {
+    setShowRules(true);
+    trackEvent('rules_view');
+  };
+
+  return (
+    <div className="max-w-sm mx-auto p-4 pt-12 min-h-screen">
+      <h1 className="font-serif text-4xl text-center text-gold tracking-wide mb-1">Bridžik</h1>
+      <p className="text-center text-green-dim text-sm mb-7">
+        Prihlás sa kódom z aplikácie (napr. Google Authenticator).
+      </p>
+
+      <div className="flex mb-6 rounded-xl overflow-hidden border border-gold/20">
+        <button
+          onClick={() => switchMode('login')}
+          className={`flex-1 py-2 text-sm font-serif tracking-wide ${
+            mode === 'login' ? 'bg-gold text-table' : 'bg-header text-green-dim'
+          }`}
+        >
+          Prihlásenie
+        </button>
+        <button
+          onClick={() => switchMode('register')}
+          className={`flex-1 py-2 text-sm font-serif tracking-wide ${
+            mode === 'register' ? 'bg-gold text-table' : 'bg-header text-green-dim'
+          }`}
+        >
+          Registrácia
+        </button>
+      </div>
+
+      {mode === 'login' && (
+        <form onSubmit={handleLogin} className="flex flex-col gap-4">
+          <input
+            autoFocus
+            type="text"
+            value={username}
+            onChange={(e) => setUsername(e.target.value)}
+            maxLength={40}
+            placeholder="Používateľské meno"
+            className={inputCls}
+          />
+          <input
+            type="text"
+            inputMode="numeric"
+            value={code}
+            onChange={(e) => setCode(e.target.value.replace(/\D/g, ''))}
+            maxLength={6}
+            placeholder="6-miestny kód"
+            className={`${inputCls} tracking-widest font-mono`}
+          />
+          <button
+            type="submit"
+            disabled={!username.trim() || code.trim().length < 6}
+            className="py-3 rounded-xl bg-gold text-table font-serif font-semibold hover:bg-gold-bright disabled:opacity-40 transition-colors"
+          >
+            Prihlásiť
+          </button>
+        </form>
+      )}
+
+      {mode === 'register' && !registration && (
+        <form onSubmit={handleRegisterStart} className="flex flex-col gap-4">
+          <input
+            autoFocus
+            type="text"
+            value={username}
+            onChange={(e) => setUsername(e.target.value)}
+            maxLength={40}
+            placeholder="Zvoľ si používateľské meno"
+            className={inputCls}
+          />
+          <button
+            type="submit"
+            disabled={!username.trim()}
+            className="py-3 rounded-xl bg-gold text-table font-serif font-semibold hover:bg-gold-bright disabled:opacity-40 transition-colors"
+          >
+            Vytvoriť účet
+          </button>
+        </form>
+      )}
+
+      {mode === 'register' && registration && (
+        <div className="flex flex-col gap-4">
+          <p className="text-sm text-green-score">
+            Naskenuj QR kód do autentifikačnej aplikácie a opíš aktuálny kód.
+          </p>
+          <div className="bg-white rounded-xl p-4 flex justify-center">
+            <QRCodeSVG value={registration.otpauth_uri} size={176} />
+          </div>
+          <div className="text-xs text-green-dim text-center">
+            Alebo zadaj ručne kľúč:
+            <span className="block font-mono text-green-score break-all mt-1">
+              {registration.secret}
+            </span>
+          </div>
+          <form onSubmit={handleConfirm} className="flex flex-col gap-3">
+            <input
+              autoFocus
+              type="text"
+              inputMode="numeric"
+              value={code}
+              onChange={(e) => setCode(e.target.value.replace(/\D/g, ''))}
+              maxLength={6}
+              placeholder="6-miestny kód"
+              className={`${inputCls} tracking-widest font-mono`}
+            />
+            <button
+              type="submit"
+              disabled={code.trim().length < 6}
+              className="py-3 rounded-xl bg-gold text-table font-serif font-semibold hover:bg-gold-bright disabled:opacity-40 transition-colors"
+            >
+              Potvrdiť a prihlásiť
+            </button>
+          </form>
+        </div>
+      )}
+
+      {/* Rules are reachable before login — quiet link with the velvet divider motif. */}
+      <div className="mt-10 flex items-center gap-3">
+        <div className="h-px flex-1 bg-gradient-to-r from-transparent to-gold/20" />
+        <button
+          onClick={handleShowRules}
+          className="uppercase tracking-[.13em] text-[10px] text-green-dim hover:text-gold transition-colors"
+        >
+          Pravidlá hry
+        </button>
+        <div className="h-px flex-1 bg-gradient-to-l from-transparent to-gold/20" />
+      </div>
+
+      {showRules && <RulesModal onClose={() => setShowRules(false)} />}
+    </div>
+  );
+}

frontend/src/pages/Donate.tsx

@@ -0,0 +1,113 @@
+import { useMemo, useState } from 'react';
+import { useNavigate } from 'react-router-dom';
+import { QRCodeSVG } from 'qrcode.react';
+import { encode, PaymentOptions, CurrencyCode } from 'bysquare/pay';
+
+const IBAN = 'SK2583300000002803542822';
+const AMOUNTS = [1, 2, 5];
+const PAYMENT_NOTE = 'Bridzik';
+const BENEFICIARY = 'Liptak Timotej';
+
+export default function Donate() {
+  const navigate = useNavigate();
+  const [amount, setAmount] = useState(2);
+  const [custom, setCustom] = useState('');
+  const [copied, setCopied] = useState(false);
+
+  // Vlastna suma ma prednost pred presetom; akceptuje ciarku aj bodku.
+  const customParsed = parseFloat(custom.replace(',', '.'));
+  const customValid = custom !== '' && !isNaN(customParsed) && customParsed > 0;
+  const effectiveAmount = customValid ? Math.round(customParsed * 100) / 100 : amount;
+
+  const qrValue = useMemo(
+    () =>
+      encode({
+        payments: [
+          {
+            type: PaymentOptions.PaymentOrder,
+            amount: effectiveAmount,
+            currencyCode: CurrencyCode.EUR,
+            paymentNote: PAYMENT_NOTE,
+            beneficiary: { name: BENEFICIARY },
+            bankAccounts: [{ iban: IBAN }],
+          },
+        ],
+      }),
+    [effectiveAmount],
+  );
+
+  const copyIban = async () => {
+    await navigator.clipboard.writeText(IBAN);
+    setCopied(true);
+    setTimeout(() => setCopied(false), 2000);
+  };
+
+  return (
+    <div className="max-w-md mx-auto p-4 pt-8 min-h-screen">
+      <div className="flex items-center justify-between mb-6">
+        <h1 className="font-serif text-2xl text-gold">Podpor Bridžik ☕</h1>
+        <button onClick={() => navigate('/')} className="text-sm text-green-dim hover:text-gold">
+          Späť
+        </button>
+      </div>
+
+      <div className="bg-header border border-[#142018] rounded-2xl p-6 text-sm text-green-score">
+        <p className="text-green-dim mb-4">
+          Bridžik je zadarmo. Ak sa ti hra páči, dobrovoľný príspevok pomôže s prevádzkou servera a rozvojom nových funkcionalít.
+        </p>
+
+        <div className="flex gap-2 mb-2">
+          {AMOUNTS.map((a) => (
+            <button
+              key={a}
+              onClick={() => {
+                setAmount(a);
+                setCustom('');
+              }}
+              className={`flex-1 py-1.5 rounded-lg font-serif font-semibold transition-colors ${
+                !customValid && amount === a
+                  ? 'bg-gold text-table'
+                  : 'border border-gold/40 text-gold hover:bg-gold/10'
+              }`}
+            >
+              {a} €
+            </button>
+          ))}
+        </div>
+
+        <div
+          className={`flex items-center gap-2 rounded-lg border px-3 py-1.5 mb-4 transition-colors ${
+            customValid ? 'border-gold bg-gold/10' : 'border-gold/40'
+          }`}
+        >
+          <input
+            type="text"
+            inputMode="decimal"
+            placeholder="Vlastná suma"
+            value={custom}
+            onChange={(e) => setCustom(e.target.value)}
+            className="flex-1 bg-transparent outline-none text-gold placeholder-green-dim font-serif font-semibold"
+          />
+          <span className="text-gold font-serif font-semibold">€</span>
+        </div>
+
+        <div className="bg-white rounded-xl p-4 flex justify-center mb-2">
+          <QRCodeSVG value={qrValue} size={176} />
+        </div>
+        <p className="text-center text-xs text-green-dim mb-4">
+          Naskenuj QR kód bankovou aplikáciou (PAY by square)
+        </p>
+
+        <div className="flex items-center justify-between gap-2 border border-gold/20 rounded-lg px-3 py-2">
+          <span className="font-mono text-xs break-all">{IBAN}</span>
+          <button
+            onClick={copyIban}
+            className="shrink-0 text-gold hover:text-gold-bright text-xs font-semibold"
+          >
+            {copied ? 'Skopírované ✓' : 'Kopírovať'}
+          </button>
+        </div>
+      </div>
+    </div>
+  );
+}

frontend/src/pages/GameList.tsx

@@ -0,0 +1,103 @@
+import { useState } from 'react';
+import { useNavigate } from 'react-router-dom';
+import { useGameStore } from '../store/gameStore';
+import { emit, socket, setAuthToken } from '../lib/socket';
+import { trackEvent } from '../lib/track';
+import HeaderMenu from '../components/HeaderMenu';
+import NameModal from '../components/NameModal';
+import RulesModal from '../components/RulesModal';
+
+export default function GameList() {
+  const navigate = useNavigate();
+  const games = useGameStore((s) => s.games);
+  const account = useGameStore((s) => s.account);
+  const [showCreate, setShowCreate] = useState(false);
+  const [showRules, setShowRules] = useState(false);
+
+  const handleShowRules = () => {
+    setShowRules(true);
+    trackEvent('rules_view');
+  };
+
+  const handleLogout = () => {
+    localStorage.removeItem('bridzik_token');
+    localStorage.removeItem('bridzik_player');
+    setAuthToken(null);
+    useGameStore.getState().logout();
+    // Drop the authenticated server-side session for this connection.
+    socket.disconnect();
+    socket.connect();
+    navigate('/auth', { replace: true });
+  };
+
+  return (
+    <div className="max-w-md mx-auto p-4 pt-8 min-h-screen">
+      <div className="flex items-center justify-between mb-6">
+        <h1 className="font-serif text-2xl text-gold tracking-wide">Bridžik</h1>
+        <HeaderMenu
+          username={account?.username}
+          onHistory={() => navigate('/history')}
+          onDonate={() => navigate('/donate')}
+          onLogout={handleLogout}
+        />
+      </div>
+
+      <div className="flex flex-col gap-3 mb-6">
+        {games.length === 0 && (
+          <p className="text-center text-green-dim py-4">Žiadne hry. Vytvor prvú!</p>
+        )}
+        {games.map((g) => {
+          const full = g.players.length >= 4;
+          const isMember =
+            !!account && g.players.some((p) => p.player_id === account.player_id);
+          const canResume = g.started && isMember;
+          const unavailable = !canResume && (full || g.started);
+          const label = canResume ? 'Pokračovať' : full ? 'Plná' : g.started ? 'Začatá' : 'Vstúp';
+          return (
+            <div
+              key={g.gid}
+              className="flex items-center justify-between bg-header border border-[#142018] rounded-xl px-4 py-3"
+            >
+              <div>
+                <p className="font-serif text-green-score">{g.name}</p>
+                <p className="text-xs text-green-dim">
+                  {g.players.length}/4 hráčov
+                  {g.started ? ' · začatá' : ''}
+                </p>
+              </div>
+              <button
+                disabled={unavailable}
+                onClick={() => (canResume ? emit.rejoinGame(g.gid) : emit.registerPlayer(g.gid))}
+                className={`px-4 py-1.5 rounded-lg text-sm font-serif font-semibold disabled:opacity-40 disabled:cursor-default transition-colors ${
+                  canResume
+                    ? 'bg-gold text-table hover:bg-gold-bright'
+                    : 'border border-gold/40 text-gold hover:bg-gold hover:text-table'
+                }`}
+              >
+                {label}
+              </button>
+            </div>
+          );
+        })}
+      </div>
+
+      <button
+        onClick={() => setShowCreate(true)}
+        className="w-full py-2 rounded-xl bg-gold text-table font-serif font-semibold text-base mb-3 hover:bg-gold-bright transition-colors"
+      >
+        Vytvoriť novú hru
+      </button>
+
+      <button
+        onClick={handleShowRules}
+        className="w-full py-2 rounded-xl border border-gold/20 text-sm text-green-score hover:border-gold/50 transition-colors"
+      >
+        Pravidlá hry
+      </button>
+
+      {showRules && <RulesModal onClose={() => setShowRules(false)} />}
+
+      {showCreate && <NameModal onClose={() => setShowCreate(false)} />}
+    </div>
+  );
+}

frontend/src/pages/GameOver.tsx

@@ -0,0 +1,50 @@
+import { useNavigate } from 'react-router-dom';
+import type { PlayerInfo } from '../types';
+import { computeTotal } from '../lib/standings';
+import { leaveGame } from '../lib/leaveGame';
+import { displayName } from '../lib/names';
+
+interface Props {
+  players: PlayerInfo[];
+  standings: number[][][];
+}
+
+export default function GameOver({ players, standings }: Props) {
+  const navigate = useNavigate();
+
+  const totals = players
+    .map((p) => ({ ...p, total: computeTotal(standings, p.order) }))
+    .sort((a, b) => b.total - a.total);
+
+  const handleLeave = () => leaveGame(navigate);
+
+  const medals = ['🥇', '🥈', '🥉', ''];
+
+  return (
+    <div className="max-w-md mx-auto p-4 pt-12 flex flex-col items-center gap-6 min-h-screen">
+      <h1 className="font-serif text-3xl text-gold tracking-wide">Koniec hry</h1>
+      <div className="w-full rounded-2xl overflow-hidden bg-header border border-[#142018]">
+        {totals.map((p, i) => (
+          <div
+            key={p.order}
+            className="flex items-center justify-between px-5 py-3 border-b border-gold/[.08] last:border-0"
+          >
+            <div className="flex items-center gap-3">
+              <span className="text-2xl w-8">{medals[i]}</span>
+              <span className="font-serif text-green-score">{displayName(p.name)}</span>
+            </div>
+            <span className={`font-serif text-xl ${i === 0 ? 'text-gold-bright' : 'text-gold'}`}>
+              {p.total}
+            </span>
+          </div>
+        ))}
+      </div>
+      <button
+        onClick={handleLeave}
+        className="w-full py-3 rounded-xl bg-gold text-table font-serif font-semibold text-lg hover:bg-gold-bright transition-colors"
+      >
+        Domov
+      </button>
+    </div>
+  );
+}

frontend/src/pages/GameTable.tsx

@@ -0,0 +1,404 @@
+import { useEffect, useRef, useState } from 'react';
+import { useNavigate } from 'react-router-dom';
+import { useGameStore } from '../store/gameStore';
+import { emit } from '../lib/socket';
+import { leaveGame } from '../lib/leaveGame';
+import { computePlayable, stashWinner } from '../lib/gameRules';
+import { computeTotal } from '../lib/standings';
+import { displayName } from '../lib/names';
+import { useIsDesktop } from '../lib/useIsDesktop';
+import { useFitScale } from '../lib/useFitScale';
+import Hand from '../components/Hand';
+import GuessControls from '../components/GuessControls';
+import Trick from '../components/Trick';
+import Standings from '../components/Standings';
+import PlayerCircle from '../components/PlayerCircle';
+import FaceDownCards from '../components/FaceDownCards';
+import GameOver from './GameOver';
+import type { Hand as HandCards, PlayerInfo, StashData } from '../types';
+
+// A completed trick stays face-up for SETTLE_MS (so the last card visibly joins
+// the pile), then is swept towards the winner over COLLECT_MS.
+const SETTLE_MS = 1100;
+const COLLECT_MS = 550;
+// Sweep direction by the winner's seat offset from me: 0=me(bottom) 1=left 2=top 3=right.
+const COLLECT_BY_OFFSET = ['collect-bottom', 'collect-left', 'collect-top', 'collect-right'];
+
+export default function GameTable() {
+  const navigate = useNavigate();
+  const desktop = useIsDesktop();
+  // Zooms the whole desktop board to fill the window (full width + height), so
+  // cards, circles, text and the header all scale together. Up to 2.6×.
+  const { containerRef, scale, contentWidth } = useFitScale([desktop], 860, 2.6);
+  const myPlayer = useGameStore((s) => s.myPlayer);
+  const gameStatus = useGameStore((s) => s.gameStatus);
+  const hand = useGameStore((s) => s.hand);
+
+  // Once a completed trick has been swept away, its key is remembered here so it
+  // is not shown again while we wait for the winner to lead the next trick.
+  const [dismissedKey, setDismissedKey] = useState<string | null>(null);
+  // Turns on for the collect (fly-to-winner) phase, after the settle pause.
+  const [collecting, setCollecting] = useState(false);
+
+  const previousStash = gameStatus?.status.previous_stash ?? null;
+  // Every game_status payload recreates the stash object, so identify the trick
+  // by content — the timers must restart only when a *different* trick completes.
+  const previousStashKey = previousStash
+    ? `${previousStash.first_player}:${JSON.stringify(previousStash.cards)}`
+    : null;
+
+  // On first load of an already-running game (reconnect / restore-on-startup) a
+  // completed trick is already present; adopt it as "already swept" so we don't
+  // replay a stale sweep over the live board. A freshly started game has no
+  // completed trick at this point, so its very first trick still animates.
+  const booted = useRef(false);
+  useEffect(() => {
+    if (booted.current || !gameStatus) return;
+    booted.current = true;
+    if (previousStashKey) setDismissedKey(previousStashKey);
+  }, [gameStatus, previousStashKey]);
+
+  useEffect(() => {
+    if (!previousStashKey) return;
+    setCollecting(false);
+    const settle = setTimeout(() => setCollecting(true), SETTLE_MS);
+    const done = setTimeout(() => {
+      setCollecting(false);
+      setDismissedKey(previousStashKey);
+    }, SETTLE_MS + COLLECT_MS);
+    return () => {
+      clearTimeout(settle);
+      clearTimeout(done);
+    };
+  }, [previousStashKey]);
+
+  // A just-completed trick that hasn't been swept away yet always wins the centre
+  // — even once the winner has already led the next trick. The engine reveals that
+  // lead card (and, at a round boundary, the next bidding phase) the instant the
+  // 4th card lands, so without holding the pile here the sweep would be cut off
+  // after every trick. Reading `previousStash` synchronously (rather than a state
+  // set in an effect) also means the pile never blinks to empty on the frame the
+  // 4th card lands — the last card simply joins the three already there, then the
+  // whole pile is collected before the next trick takes over.
+  const finishing = previousStashKey !== null && previousStashKey !== dismissedKey;
+
+  // The new round's dealt hand arrives (via `player_cards`) the instant the last
+  // trick of the previous round is played, but the centre oval is still sweeping
+  // that trick away — hold an empty hand on screen (the previous round's last card
+  // really was just played, the engine just never broadcasts that "0 cards" beat on
+  // its own since it deals the new round in the same step) until the sweep finishes,
+  // so the new cards don't appear before the previous round has visibly wrapped up.
+  // Mid-round plays (round number unchanged) still update instantly, since that's
+  // just the player's own card leaving their hand, not a fresh deal.
+  const [displayedHand, setDisplayedHand] = useState<HandCards>(hand);
+  const lastAppliedRoundRef = useRef<number | null>(gameStatus?.round_number ?? null);
+  useEffect(() => {
+    if (!gameStatus) return;
+    const isNewRound = gameStatus.round_number !== lastAppliedRoundRef.current;
+    if (isNewRound && finishing) {
+      setDisplayedHand({}); // last card of the previous round is gone; new deal waits
+      return;
+    }
+    lastAppliedRoundRef.current = gameStatus.round_number;
+    setDisplayedHand(hand);
+  }, [hand, gameStatus, finishing]);
+
+  if (!gameStatus || !myPlayer) {
+    return <p className="text-center text-green-dim pt-20 font-serif italic">Načítava sa…</p>;
+  }
+
+  const { completed, players, series_number, round_number, cards_in_round, status } = gameStatus;
+  const {
+    active_player,
+    active_round_guesses,
+    active_round_stashes,
+    active_stash,
+    standings = [],
+    standings_guesses = [],
+  } = status;
+
+  if (completed) {
+    return <GameOver players={players} standings={standings} />;
+  }
+
+  const myOrder = myPlayer.order;
+  const isPlayPhase = active_stash !== undefined;
+  const myTurnToPlay = isPlayPhase && active_player === myOrder;
+
+  const activeCards = active_stash ? Object.keys(active_stash.cards).length : 0;
+  const displayedStash: StashData | null = finishing
+    ? previousStash
+    : activeCards > 0 && active_stash
+      ? active_stash
+      : null;
+
+  // During the collect phase, sweep the pile towards whoever won it.
+  const collectAnim =
+    collecting && finishing && previousStash
+      ? COLLECT_BY_OFFSET[(stashWinner(previousStash) - myOrder + 4) % 4]
+      : null;
+
+  // Block play until the previous trick's sweep animation has finished — otherwise
+  // the winner could lead the next card while the pile is still visibly clearing.
+  const canPlayNow = myTurnToPlay && !finishing;
+
+  const playableKeys = canPlayNow && active_stash
+    ? computePlayable(displayedHand, active_stash.cards[String(active_stash.first_player)]?.color ?? null)
+    : undefined;
+
+  const activePlayerName = displayName(players.find((p) => p.order === active_player)?.name);
+
+  // Seat mapping relative to "Ty": left / across / right.
+  const seat = (offset: number): PlayerInfo | undefined =>
+    players.find((p) => p.order === (myOrder + offset) % 4);
+  const leftP = seat(1);
+  const topP = seat(2);
+  const rightP = seat(3);
+
+  // Live round state of one seat, shaped as PlayerCircle props.
+  const seatProps = (o?: number) => ({
+    won: o === undefined ? 0 : active_round_stashes?.[o] ?? 0,
+    guess: (o === undefined ? null : active_round_guesses?.[String(o)] ?? null) as number | null,
+    active: o !== undefined && active_player === o,
+  });
+
+  // Exact cards still in a player's hand: started with cards_in_round, lost one
+  // per completed trick, minus one more if they've already played this trick.
+  const completedTricks = (active_round_stashes ?? []).reduce((a, b) => a + b, 0);
+  const cardsInHandOf = (o?: number) => {
+    if (o === undefined) return 0;
+    const playedCurrent = active_stash?.cards[String(o)] ? 1 : 0;
+    return Math.max(0, cards_in_round - completedTricks - playedCurrent);
+  };
+
+  const handleLeave = () => leaveGame(navigate);
+  const handleEnd = () => {
+    if (window.confirm('Naozaj ukončiť celú hru pre všetkých?')) {
+      emit.endGame(gameStatus.gid);
+    }
+  };
+  // The host can always end the game; other players only when the host is
+  // currently offline, so an abandoned game isn't stuck forever waiting for
+  // a host who won't come back, but it isn't open to casual misuse otherwise.
+  const hostConnected = players.find((p) => p.order === 0)?.connected ?? false;
+  const canEnd = myOrder === 0 || !hostConnected;
+
+  // ── shared pieces ────────────────────────────────────────────────
+  const bannerText = active_player === myOrder
+    ? isPlayPhase
+      ? 'Zahraj kartu'
+      : 'Zadaj tip'
+    : `${activePlayerName} ${isPlayPhase ? 'hrá' : 'tipuje'}`;
+
+  const banner = (
+    <div className="flex items-center justify-center gap-2">
+      <span className="inline-block w-[7px] h-[7px] rounded-full bg-gold animate-tp flex-shrink-0" />
+      <span className="font-serif italic text-[13px] text-gold-dim tracking-[.03em]">{bannerText}</span>
+    </div>
+  );
+
+  const opponents = players
+    .filter((p) => p.order !== myOrder)
+    .sort((a, b) => a.order - b.order);
+
+  const totalsRow = (compact: boolean) => (
+    <div className="flex items-center justify-between gap-2">
+      {opponents.map((p) => (
+        <div key={p.order} className="text-center">
+          <div className="uppercase tracking-[.1em] text-green-dim mb-0.5" style={{ fontSize: 11 }}>
+            {displayName(p.name)}
+          </div>
+          <div className="font-serif text-green-score leading-none" style={{ fontSize: compact ? 16 : 20 }}>
+            {computeTotal(standings, p.order)}
+          </div>
+        </div>
+      ))}
+      <div className="text-center rounded-lg px-3 py-1 bg-gold/[.06] border border-gold/[.15]">
+        <div className="uppercase tracking-[.1em] text-gold mb-0.5" style={{ fontSize: 11 }}>
+          {myPlayer.name}
+        </div>
+        <div className="font-serif font-semibold text-gold-dim leading-none" style={{ fontSize: compact ? 16 : 20 }}>
+          {computeTotal(standings, myOrder)}
+        </div>
+      </div>
+    </div>
+  );
+
+  // Center of the oval: trick during play, guess controls during bidding.
+  // `finishing` also keeps the trick on screen while the round's *last* stash is
+  // swept away: the engine advances to the next round's bidding the instant the
+  // 4th card lands, so `isPlayPhase` flips to false immediately — without this,
+  // that final trick would vanish straight into the guess controls with no sweep.
+  const ovalContent = isPlayPhase || finishing ? (
+    <div style={collectAnim ? { animation: `${collectAnim} ${COLLECT_MS}ms ease-in both` } : undefined}>
+      <Trick stash={displayedStash} players={players} myOrder={myOrder} />
+    </div>
+  ) : (
+    active_round_guesses !== undefined && active_player !== undefined ? (
+      <GuessControls
+        cardsInRound={cards_in_round}
+        guesses={active_round_guesses}
+        myOrder={myOrder}
+        activePlayer={active_player}
+        activePlayerName={activePlayerName}
+      />
+    ) : null
+  );
+
+  const topSeat = (
+    <div className="flex flex-col items-center gap-1.5">
+      <PlayerCircle name={displayName(topP?.name) || '—'} {...seatProps(topP?.order)} size={desktop ? 64 : 52} />
+      <FaceDownCards count={cardsInHandOf(topP?.order)} direction="row" desktop={desktop} />
+    </div>
+  );
+
+  const sideSeat = (p?: PlayerInfo) => (
+    <div className="flex flex-col items-center gap-1.5">
+      <PlayerCircle name={displayName(p?.name) || '—'} {...seatProps(p?.order)} size={desktop ? 60 : 48} />
+      <FaceDownCards count={cardsInHandOf(p?.order)} direction="col" desktop={desktop} />
+    </div>
+  );
+
+  const meSeat = (
+    <div className="flex justify-center">
+      <PlayerCircle name={myPlayer.name} {...seatProps(myOrder)} size={desktop ? 70 : 58} />
+    </div>
+  );
+
+  const handArea = (
+    <Hand hand={displayedHand} myTurn={canPlayNow} isPlayPhase={isPlayPhase} playableKeys={playableKeys} desktop={desktop} />
+  );
+
+  // ── DESKTOP LAYOUT ───────────────────────────────────────────────
+  if (desktop) {
+    return (
+      <div ref={containerRef} className="h-[100dvh] w-full overflow-hidden bg-table">
+        {/* Design canvas — fixed height, width spans the viewport; scaled as one
+            unit so the whole board (and header) zooms with the window. */}
+        <div
+          className="flex"
+          style={{ width: contentWidth, height: 860, transform: `scale(${scale})`, transformOrigin: 'top left' }}
+        >
+          {/* main */}
+          <div className="flex-1 min-w-0 flex flex-col">
+            {/* header */}
+            <div className="shrink-0 h-[58px] bg-header flex items-center gap-4 px-6 border-b border-[#14221a]">
+              <span className="font-serif uppercase tracking-[.14em] text-[15px] text-gold whitespace-nowrap">
+                Bridžik
+              </span>
+              <div className="w-px h-[22px] bg-[#1a3a22]" />
+              <span className="font-serif text-[12px] text-green-dim tracking-[.06em] whitespace-nowrap">
+                Séria {series_number + 1} · Kolo {round_number + 1}
+              </span>
+              <div className="flex-1 flex items-center justify-center">{banner}</div>
+              {totalsRow(true)}
+              <div className="w-px h-[22px] bg-[#1a3a22]" />
+              {canEnd && (
+                <button onClick={handleEnd} className="text-[11px] text-[#8a8064] hover:text-gold whitespace-nowrap">
+                  Ukončiť
+                </button>
+              )}
+              <button onClick={handleLeave} className="text-[11px] text-[#7a7058] hover:text-gold whitespace-nowrap">
+                Odísť
+              </button>
+            </div>
+
+            {/* game content — players hug the edges so the felt uses full width */}
+            <div className="flex-1 min-h-0 flex flex-col justify-center gap-3 px-16 py-4">
+              {topSeat}
+
+              <div className="flex items-center justify-center gap-16">
+                {sideSeat(leftP)}
+                <div
+                  className="flex items-center justify-center rounded-full"
+                  style={{
+                    width: 620,
+                    height: 372,
+                    background:
+                      'radial-gradient(ellipse at 42% 38%,#306845 0%,#1e5030 38%,#122e1c 72%,#091e12 100%)',
+                    boxShadow:
+                      'inset 0 10px 48px rgba(0,0,0,.72),0 0 0 3px rgba(0,0,0,.55),0 0 0 6px rgba(201,168,76,.1)',
+                  }}
+                >
+                  {ovalContent}
+                </div>
+                {sideSeat(rightP)}
+              </div>
+
+              {meSeat}
+            </div>
+
+            {handArea}
+          </div>
+
+          {/* sidebar */}
+          <Standings standings={standings} guesses={standings_guesses} players={players} myOrder={myOrder} desktop />
+        </div>
+      </div>
+    );
+  }
+
+  // ── MOBILE LAYOUT ────────────────────────────────────────────────
+  return (
+    <div className="max-w-lg mx-auto min-h-screen flex flex-col">
+      {/* header */}
+      <div className="bg-header px-[18px] pt-[14px] pb-3 border-b border-[#14221a]">
+        <div className="flex items-center justify-between mb-2.5">
+          <span className="font-serif uppercase tracking-[.1em] text-[11px] text-gold">
+            Séria {series_number + 1} · Kolo {round_number + 1}
+          </span>
+          <div className="flex items-center gap-3">
+            {canEnd && (
+              <button onClick={handleEnd} className="text-[11px] text-[#6a3030] hover:text-red-400">
+                Ukončiť
+              </button>
+            )}
+            <button onClick={handleLeave} className="text-[11px] text-[#7a7058] hover:text-gold">
+              Odísť
+            </button>
+          </div>
+        </div>
+        {totalsRow(false)}
+      </div>
+
+      {/* turn banner */}
+      <div
+        className="py-[9px] px-4 border-b border-[#152a1a]"
+        style={{ background: 'linear-gradient(90deg,#09190d,#14301e,#09190d)' }}
+      >
+        {banner}
+      </div>
+
+      {/* game area */}
+      <div className="flex-1 bg-table px-2.5 pt-2.5 pb-1.5 flex flex-col">
+        <div className="flex flex-col items-center mb-1.5">{topSeat}</div>
+
+        <div className="flex items-center gap-1.5 mb-2">
+          <div className="w-[54px] flex-shrink-0 flex justify-center">{sideSeat(leftP)}</div>
+          <div
+            className="flex-1 flex items-center justify-center rounded-full"
+            style={{
+              minHeight: 192,
+              background:
+                'radial-gradient(ellipse at 42% 38%,#306845 0%,#1e5030 38%,#122e1c 72%,#091e12 100%)',
+              boxShadow:
+                'inset 0 6px 32px rgba(0,0,0,.7),0 0 0 2px rgba(0,0,0,.5),0 0 0 4px rgba(201,168,76,.1)',
+            }}
+          >
+            {ovalContent}
+          </div>
+          <div className="w-[54px] flex-shrink-0 flex justify-center">{sideSeat(rightP)}</div>
+        </div>
+
+        <div className="mb-1.5">{meSeat}</div>
+      </div>
+
+      {handArea}
+
+      {/* score */}
+      <div className="bg-table px-3 pb-4 pt-1">
+        <Standings standings={standings} guesses={standings_guesses} players={players} myOrder={myOrder} />
+      </div>
+    </div>
+  );
+}

frontend/src/pages/History.tsx

@@ -0,0 +1,293 @@
+import { Fragment, useEffect, useMemo } from 'react';
+import { useNavigate } from 'react-router-dom';
+import { useGameStore } from '../store/gameStore';
+import { emit, socket } from '../lib/socket';
+import { useIsDesktop } from '../lib/useIsDesktop';
+import { displayName } from '../lib/names';
+import type { GameDetail, GameDetailRound } from '../types';
+
+function fmtDate(iso: string | null): string {
+  if (!iso) return '—';
+  const d = new Date(iso);
+  return isNaN(d.getTime()) ? '—' : d.toLocaleString('sk-SK');
+}
+
+export default function History() {
+  const navigate = useNavigate();
+  const history = useGameStore((s) => s.history);
+  const detail = useGameStore((s) => s.gameDetail);
+  const setGameDetail = useGameStore((s) => s.setGameDetail);
+
+  useEffect(() => {
+    emit.getPlayerHistory();
+    return () => setGameDetail(null);
+  }, [setGameDetail]);
+
+  // After a prematurely-ended game is reopened, the server confirms with
+  // `game_restored`; jump to the lobby where it now shows as resumable.
+  useEffect(() => {
+    const onRestored = () => navigate('/');
+    socket.on('game_restored', onRestored);
+    return () => {
+      socket.off('game_restored', onRestored);
+    };
+  }, [navigate]);
+
+  // --- detail view ---
+  if (detail) {
+    return <GameDetailView detail={detail} onBack={() => setGameDetail(null)} />;
+  }
+
+  // --- list view ---
+  return (
+    <div className="max-w-md mx-auto p-4 pt-8 min-h-screen">
+      <div className="flex items-center justify-between mb-6">
+        <h1 className="font-serif text-2xl text-gold">Moja história</h1>
+        <button onClick={() => navigate('/')} className="text-sm text-green-dim hover:text-gold">
+          Späť
+        </button>
+      </div>
+
+      {history.length === 0 && (
+        <p className="text-center text-green-dim py-6">Zatiaľ žiadne odohrané hry.</p>
+      )}
+
+      <div className="flex flex-col gap-3">
+        {history.map((g) => (
+          <div
+            key={g.gid}
+            className="flex items-stretch bg-header border border-[#142018] rounded-xl overflow-hidden"
+          >
+            <button
+              onClick={() => emit.getGameDetail(g.gid)}
+              className="flex-1 min-w-0 text-left px-4 py-3 hover:bg-white/[.02] transition-colors"
+            >
+              <p className="font-serif text-green-score truncate">{g.name || 'Hra'}</p>
+              <p className="text-xs text-green-dim mt-1 truncate">{g.players.map((n) => displayName(n)).join(', ')}</p>
+              <p className="text-xs text-[#7a7058] mt-0.5">
+                {fmtDate(g.created_at)} · {g.completed ? 'dohraná' : 'predčasne ukončená'}
+              </p>
+            </button>
+            <div className="flex flex-col items-end justify-center gap-2 py-3 pl-2 pr-3">
+              <span className="text-base font-serif text-gold whitespace-nowrap leading-none">
+                {g.my_points}
+                <span className="text-[11px] text-green-dim ml-0.5">b.</span>
+              </span>
+              {!g.completed && (
+                <button
+                  onClick={() => emit.restoreGame(g.gid)}
+                  className="px-4 py-1.5 rounded-lg text-sm font-serif font-semibold bg-gold text-table hover:bg-gold-bright transition-colors whitespace-nowrap"
+                >
+                  Obnoviť
+                </button>
+              )}
+            </div>
+          </div>
+        ))}
+      </div>
+    </div>
+  );
+}
+
+const SEP = '1px solid rgba(201,168,76,.16)'; // vertical divider between players
+const DESKTOP_COLS = '28px repeat(8,1fr)'; // index + 4 players × 2 series columns
+const MOBILE_COLS = '28px repeat(4,1fr)'; // index + 4 players (one series stacked)
+
+/** Scoreboard-style detail. Desktop: 4 player columns in the header (total
+ *  beside the name), and under each a pair of series side by side — series 1 &
+ *  2 on top, 3 & 4 below, separated by a blank row. Mobile: the same 4 player
+ *  columns, but the series stack one below another. Per round a cell shows the
+ *  points (hit bid) or the struck-through bid (missed → 0); each series ends
+ *  with a Σ total. */
+function GameDetailView({ detail, onBack }: { detail: GameDetail; onBack: () => void }) {
+  const desktop = useIsDesktop();
+  const seats = detail.players; // seat order 0..3
+  const seatIds = seats.map((p) => p.player_id);
+  const totals = seatIds.map((pid) =>
+    detail.rounds.reduce((a, r) => (r.player_id === pid ? a + r.points : a), 0),
+  );
+
+  // series -> round -> playerId -> round entry
+  const bySeries = useMemo(() => {
+    const m = new Map<number, Map<number, Map<number, GameDetailRound>>>();
+    for (const r of detail.rounds) {
+      let rounds = m.get(r.series_number);
+      if (!rounds) m.set(r.series_number, (rounds = new Map()));
+      let byPlayer = rounds.get(r.round_number);
+      if (!byPlayer) rounds.set(r.round_number, (byPlayer = new Map()));
+      byPlayer.set(r.player_id, r);
+    }
+    return m;
+  }, [detail.rounds]);
+  const seriesNums = [...bySeries.keys()].sort((a, b) => a - b);
+  const roundsOf = (s: number | undefined) =>
+    s === undefined ? [] : [...(bySeries.get(s)?.keys() ?? [])];
+
+  const cellNode = (s: number | undefined, rn: number, seat: number) => {
+    const r = s === undefined ? undefined : bySeries.get(s)?.get(rn)?.get(seatIds[seat]);
+    if (!r) return null;
+    return r.won ? (
+      <span className="font-serif" style={{ fontSize: 14, color: '#c8bb95' }}>{r.points}</span>
+    ) : (
+      <span className="font-serif" style={{ fontSize: 14, color: '#7a6e4a' }}>{r.guess}</span>
+    );
+  };
+  const seriesTotal = (s: number | undefined, seat: number) =>
+    s === undefined
+      ? ''
+      : [...(bySeries.get(s)?.values() ?? [])].reduce(
+          (a, byP) => a + (byP.get(seatIds[seat])?.points ?? 0),
+          0,
+        );
+
+  // Header: player names with their grand total beside the name (both layouts).
+  const header = (
+    <div
+      className="border-b border-gold/[.18]"
+      style={{ display: 'grid', gridTemplateColumns: MOBILE_COLS, padding: '9px 8px' }}
+    >
+      <div />
+      {seats.map((p, c) => (
+        <div
+          key={c}
+          style={{
+            display: 'flex',
+            alignItems: 'baseline',
+            justifyContent: 'center',
+            gap: 6,
+            borderLeft: c > 0 ? SEP : undefined,
+          }}
+        >
+          <span className="uppercase text-gold" style={{ letterSpacing: '.06em', fontSize: 11 }}>
+            {displayName(p.username)}
+          </span>
+          <span className="font-serif text-gold-dim" style={{ fontWeight: 700, fontSize: 16 }}>
+            {totals[c]}
+          </span>
+        </div>
+      ))}
+    </div>
+  );
+
+  // A round row: index column + one cell per (player × series) in `cols`.
+  const roundRow = (rn: number, cols: (number | undefined)[]) => (
+    <div
+      key={rn}
+      className="border-b border-gold/[.04]"
+      style={{
+        display: 'grid',
+        gridTemplateColumns: desktop ? DESKTOP_COLS : MOBILE_COLS,
+        alignItems: 'center',
+        padding: '3px 8px',
+      }}
+    >
+      <div style={{ textAlign: 'center', fontSize: 10, color: '#7a7252' }}>{rn + 1}</div>
+      {seats.map((_, c) =>
+        cols.map((s, si) => (
+          <div key={`${c}-${si}`} style={{ textAlign: 'center', borderLeft: c > 0 && si === 0 ? SEP : undefined }}>
+            {cellNode(s, rn, c)}
+          </div>
+        )),
+      )}
+    </div>
+  );
+
+  // Σ row: per-series totals for each player.
+  const sigmaRow = (cols: (number | undefined)[]) => (
+    <div
+      className="bg-gold/[.08] border-b border-gold/[.14]"
+      style={{
+        display: 'grid',
+        gridTemplateColumns: desktop ? DESKTOP_COLS : MOBILE_COLS,
+        alignItems: 'center',
+        padding: '5px 8px',
+      }}
+    >
+      <div className="text-green-dim" style={{ textAlign: 'center', fontSize: 11 }}>Σ</div>
+      {seats.map((_, c) =>
+        cols.map((s, si) => (
+          <div
+            key={`${c}-${si}`}
+            className="font-serif text-green-score"
+            style={{ textAlign: 'center', fontWeight: 600, fontSize: 14, borderLeft: c > 0 && si === 0 ? SEP : undefined }}
+          >
+            {seriesTotal(s, c)}
+          </div>
+        )),
+      )}
+    </div>
+  );
+
+  // Tiny row telling which series each sub-column is (desktop only — always a
+  // fixed pair, sB may be absent for a trailing odd series).
+  const seriesTags = (sA: number, sB: number | undefined) => (
+    <div
+      className="border-b border-gold/10"
+      style={{ display: 'grid', gridTemplateColumns: DESKTOP_COLS, padding: '5px 8px 3px' }}
+    >
+      <div />
+      {seats.map((_, c) => (
+        <Fragment key={c}>
+          <div style={{ textAlign: 'center', fontSize: 10, color: '#8a8064', borderLeft: c > 0 ? SEP : undefined }}>
+            {sA + 1}
+          </div>
+          <div style={{ textAlign: 'center', fontSize: 10, color: '#8a8064' }}>
+            {sB !== undefined ? sB + 1 : ''}
+          </div>
+        </Fragment>
+      ))}
+    </div>
+  );
+
+  // Desktop: pair series side by side (S1|S2, then S3|S4) with a blank row between.
+  const desktopBody = (() => {
+    const blocks: number[][] = [];
+    for (let i = 0; i < seriesNums.length; i += 2) blocks.push(seriesNums.slice(i, i + 2));
+    return blocks.map((block, bi) => {
+      const [sA, sB] = block;
+      const roundNums = [...new Set([...roundsOf(sA), ...roundsOf(sB)])].sort((a, b) => a - b);
+      return (
+        <Fragment key={bi}>
+          {seriesTags(sA, sB)}
+          {roundNums.map((rn) => roundRow(rn, [sA, sB]))}
+          {sigmaRow([sA, sB])}
+          {bi < blocks.length - 1 && <div style={{ height: 12 }} />}
+        </Fragment>
+      );
+    });
+  })();
+
+  // Mobile: one series per block, stacked vertically, 4 player columns each.
+  const mobileBody = seriesNums.map((s, si) => {
+    const roundNums = roundsOf(s).sort((a, b) => a - b);
+    return (
+      <Fragment key={s}>
+        <div style={{ padding: '7px 8px 3px', fontSize: 10, textTransform: 'uppercase', letterSpacing: '.09em', color: '#8a8064' }}>
+          Séria {s + 1}
+        </div>
+        {roundNums.map((rn) => roundRow(rn, [s]))}
+        {sigmaRow([s])}
+        {si < seriesNums.length - 1 && <div style={{ height: 12 }} />}
+      </Fragment>
+    );
+  });
+
+  return (
+    <div className="max-w-lg mx-auto p-4 pt-8 min-h-screen">
+      <button onClick={onBack} className="text-sm text-green-dim hover:text-gold mb-4">
+        ← Späť na zoznam
+      </button>
+      <h1 className="font-serif text-2xl text-gold mb-1 truncate">{detail.name || 'Detail hry'}</h1>
+      <p className="text-xs text-green-dim mb-4">{fmtDate(detail.created_at)}</p>
+
+      {/* Desktop packs 8 columns → allow horizontal scroll on narrow widths;
+          mobile uses only 4 columns and fits the phone, so no scroll. */}
+      <div className={`bg-header border border-[#142018] rounded-xl ${desktop ? 'overflow-x-auto' : ''}`}>
+        <div style={desktop ? { minWidth: 440 } : undefined}>
+          {header}
+          {desktop ? desktopBody : mobileBody}
+        </div>
+      </div>
+    </div>
+  );
+}

frontend/src/pages/Lobby.tsx

@@ -0,0 +1,112 @@
+import { useEffect, useRef, useState } from 'react';
+import { useNavigate, useParams } from 'react-router-dom';
+import { useGameStore } from '../store/gameStore';
+import { emit } from '../lib/socket';
+import { leaveGame } from '../lib/leaveGame';
+import { displayName } from '../lib/names';
+
+export default function Lobby() {
+  const { gid } = useParams<{ gid: string }>();
+  const navigate = useNavigate();
+  const myPlayer = useGameStore((s) => s.myPlayer);
+  const games = useGameStore((s) => s.games);
+  const [showCopied, setShowCopied] = useState(false);
+  const copiedTimeout = useRef<ReturnType<typeof setTimeout>>();
+
+  const game = games.find((g) => g.gid === gid);
+  const players = game?.players ?? [];
+  const isHost = myPlayer?.order === 0;
+  const canStart = players.length === 4 && isHost;
+
+  const handleLeave = () => leaveGame(navigate);
+
+  const handleCopyCode = () => {
+    if (!gid) return;
+    navigator.clipboard.writeText(`${window.location.origin}/lobby/${gid}`);
+    setShowCopied(true);
+    clearTimeout(copiedTimeout.current);
+    copiedTimeout.current = setTimeout(() => setShowCopied(false), 1800);
+  };
+
+  useEffect(() => () => clearTimeout(copiedTimeout.current), []);
+
+  return (
+    <div className="max-w-md mx-auto p-4 pt-8 min-h-screen">
+      <div
+        className={`fixed top-4 left-1/2 -translate-x-1/2 px-4 py-2 rounded-lg bg-header border border-gold/30 text-gold text-sm shadow-lg transition-opacity duration-300 z-50 ${
+          showCopied ? 'opacity-100' : 'opacity-0 pointer-events-none'
+        }`}
+      >
+        Odkaz na hru skopírovaný
+      </div>
+
+      <div className="flex items-center justify-between mb-6">
+        <h1 className="font-serif text-2xl text-gold">{game?.name ?? 'Hra'}</h1>
+        <button onClick={handleLeave} className="text-sm text-green-dim hover:text-gold">
+          Odísť
+        </button>
+      </div>
+
+      <div className="bg-header border border-[#142018] rounded-xl p-4 mb-4 flex items-center justify-between">
+        <div>
+          <p className="text-xs uppercase tracking-[.1em] text-green-dim mb-1">Kód hry</p>
+          <p className="font-mono text-sm text-green-score break-all">{gid}</p>
+        </div>
+        <button
+          onClick={handleCopyCode}
+          className="ml-3 px-3 py-1 rounded-lg text-sm border border-gold/30 text-gold hover:bg-gold hover:text-table transition-colors"
+        >
+          Kopírovať URL
+        </button>
+      </div>
+
+      <div className="bg-header border border-[#142018] rounded-xl p-4 mb-6 flex flex-col gap-3">
+        {[0, 1, 2, 3].map((order) => {
+          const p = players.find((pl) => pl.order === order);
+          return (
+            <div key={order} className="flex items-center gap-3">
+              <span className={`text-lg ${p ? 'text-gold' : 'text-[#7a7058]'}`}>
+                {p ? (p.is_bot ? '⚙' : '✦') : '○'}
+              </span>
+              <span className={p ? 'font-serif text-green-score' : 'text-green-dim italic'}>
+                {p ? `${displayName(p.name)}${myPlayer?.order === p.order ? ' (ty)' : ''}` : 'Čaká sa…'}
+              </span>
+              {isHost && p?.is_bot && (
+                <button
+                  onClick={() => gid && emit.removeBot(gid, order)}
+                  className="ml-auto text-xs text-green-dim hover:text-gold"
+                >
+                  Odobrať
+                </button>
+              )}
+              {isHost && !p && (
+                <span className="ml-auto flex gap-2">
+                  <button
+                    onClick={() => gid && emit.addBot(gid)}
+                    className="px-2 py-0.5 rounded-lg text-xs border border-gold/30 text-gold hover:bg-gold hover:text-table transition-colors"
+                  >
+                    + Bot
+                  </button>
+                  <button
+                    onClick={() => gid && emit.addBot(gid, 'neural')}
+                    className="px-2 py-0.5 rounded-lg text-xs border border-gold/30 text-gold hover:bg-gold hover:text-table transition-colors"
+                  >
+                    + AI bot
+                  </button>
+                </span>
+              )}
+            </div>
+          );
+        })}
+      </div>
+
+      <button
+        disabled={!canStart}
+        onClick={() => gid && emit.startGame(gid)}
+        className="w-full py-3 rounded-xl bg-gold text-table font-serif font-semibold text-lg disabled:opacity-40 disabled:cursor-default hover:bg-gold-bright transition-colors"
+      >
+        {isHost ? (canStart ? 'Začať hru' : `Čaká sa na hráčov (${players.length}/4)`) : 'Čaká sa na hostiteľa…'}
+      </button>
+    </div>
+  );
+}

frontend/src/pages/admin/AdminLayout.tsx

@@ -0,0 +1,79 @@
+import { createContext, useContext, useState } from 'react';
+import { NavLink, Outlet } from 'react-router-dom';
+
+const TOKEN_KEY = 'bridzik_admin_token';
+
+const AdminTokenContext = createContext<string>('');
+
+/** Admin token, read from the input/sessionStorage owned by AdminLayout.
+ *  Kept separate from the player login -- /admin is gated by ADMIN_TOKEN only. */
+export function useAdminToken(): string {
+  return useContext(AdminTokenContext);
+}
+
+export default function AdminLayout() {
+  const [token, setToken] = useState(() => sessionStorage.getItem(TOKEN_KEY) ?? '');
+  const [draft, setDraft] = useState('');
+
+  if (!token) {
+    return (
+      <div className="max-w-sm mx-auto p-4 pt-24 min-h-screen">
+        <h1 className="font-serif text-2xl text-gold mb-4">Admin</h1>
+        <form
+          onSubmit={(e) => {
+            e.preventDefault();
+            if (!draft.trim()) return;
+            sessionStorage.setItem(TOKEN_KEY, draft.trim());
+            setToken(draft.trim());
+          }}
+          className="flex flex-col gap-3"
+        >
+          <input
+            type="password"
+            value={draft}
+            onChange={(e) => setDraft(e.target.value)}
+            placeholder="Admin token"
+            className="bg-header border border-[#142018] rounded-lg px-3 py-2 text-green-score placeholder:text-green-dim outline-none focus:border-gold"
+            autoFocus
+          />
+          <button
+            type="submit"
+            className="px-4 py-2 rounded-lg font-serif font-semibold bg-gold text-table hover:bg-gold-bright transition-colors"
+          >
+            Vstup
+          </button>
+        </form>
+      </div>
+    );
+  }
+
+  return (
+    <AdminTokenContext.Provider value={token}>
+      <div className="max-w-4xl mx-auto p-4 pt-8 min-h-screen">
+        <div className="flex items-center justify-between mb-6">
+          <h1 className="font-serif text-2xl text-gold">Admin</h1>
+          <button
+            onClick={() => {
+              sessionStorage.removeItem(TOKEN_KEY);
+              setToken('');
+            }}
+            className="text-sm text-green-dim hover:text-gold"
+          >
+            Odhlásiť
+          </button>
+        </div>
+        <nav className="flex gap-4 mb-6 border-b border-gold/[.14] pb-2">
+          <NavLink
+            to="stats"
+            className={({ isActive }) =>
+              `text-sm ${isActive ? 'text-gold' : 'text-green-dim hover:text-gold'}`
+            }
+          >
+            Štatistiky
+          </NavLink>
+        </nav>
+        <Outlet />
+      </div>
+    </AdminTokenContext.Provider>
+  );
+}

frontend/src/pages/admin/AdminStats.tsx

@@ -0,0 +1,201 @@
+import { useEffect, useState } from 'react';
+import {
+  Bar,
+  BarChart,
+  CartesianGrid,
+  Line,
+  LineChart,
+  ResponsiveContainer,
+  Tooltip,
+  XAxis,
+  YAxis,
+} from 'recharts';
+import { useIsDesktop } from '../../lib/useIsDesktop';
+import { useAdminToken } from './AdminLayout';
+import PageviewsChart from './PageviewsChart';
+
+interface DailyStats {
+  games_per_day: Record<string, number>;
+  players_per_day: Record<string, number>;
+  completion_rate: number | null;
+  avg_game_duration_minutes: number | null;
+  total_players: number;
+  unconfirmed_players: number;
+  peak_hours: Record<string, number>;
+  rounds_per_day: Record<string, number>;
+  pageviews_per_day: Record<string, number>;
+  visitors_per_day: Record<string, number>;
+  pageviews_per_day_by_device: Record<string, Record<string, number>>;
+  pageviews_per_day_by_browser: Record<string, Record<string, number>>;
+  pageviews_per_day_by_os: Record<string, Record<string, number>>;
+  top_referrers: Record<string, number>;
+  top_paths: Record<string, number>;
+  browsers: Record<string, number>;
+  operating_systems: Record<string, number>;
+  device_types: Record<string, number>;
+  countries: Record<string, number>;
+}
+
+function toSeries(byDay: Record<string, number>) {
+  return Object.entries(byDay)
+    .map(([day, n]) => ({ day, n }))
+    .sort((a, b) => a.day.localeCompare(b.day));
+}
+
+function SummaryCard({ label, value }: { label: string; value: string }) {
+  return (
+    <div className="bg-header border border-[#142018] rounded-xl px-4 py-3 flex-1 min-w-[140px]">
+      <p className="text-xs text-green-dim uppercase tracking-wide">{label}</p>
+      <p className="font-serif text-xl text-gold mt-1">{value}</p>
+    </div>
+  );
+}
+
+function TimeSeriesChart({ title, data, kind = 'line' }: { title: string; data: Record<string, number>; kind?: 'line' | 'bar' }) {
+  const series = toSeries(data);
+  return (
+    <div className="bg-header border border-[#142018] rounded-xl p-4">
+      <p className="text-sm text-gold mb-2">{title}</p>
+      <ResponsiveContainer width="100%" height={200}>
+        {kind === 'line' ? (
+          <LineChart data={series}>
+            <CartesianGrid stroke="#142018" />
+            <XAxis dataKey="day" tick={{ fill: '#9c906c', fontSize: 10 }} />
+            <YAxis tick={{ fill: '#9c906c', fontSize: 10 }} allowDecimals={false} />
+            <Tooltip contentStyle={{ background: '#070c09', border: '1px solid #142018' }} />
+            <Line type="monotone" dataKey="n" stroke="#c9a84c" strokeWidth={2} dot={false} />
+          </LineChart>
+        ) : (
+          <BarChart data={series}>
+            <CartesianGrid stroke="#142018" />
+            <XAxis dataKey="day" tick={{ fill: '#9c906c', fontSize: 10 }} />
+            <YAxis tick={{ fill: '#9c906c', fontSize: 10 }} allowDecimals={false} />
+            <Tooltip contentStyle={{ background: '#070c09', border: '1px solid #142018' }} />
+            <Bar dataKey="n" fill="#c9a84c" />
+          </BarChart>
+        )}
+      </ResponsiveContainer>
+    </div>
+  );
+}
+
+function BreakdownTable({ title, data }: { title: string; data: Record<string, number> }) {
+  const rows = Object.entries(data).sort((a, b) => b[1] - a[1]);
+  return (
+    <div className="bg-header border border-[#142018] rounded-xl p-4">
+      <p className="text-sm text-gold mb-2">{title}</p>
+      {rows.length === 0 ? (
+        <p className="text-xs text-green-dim">Žiadne dáta.</p>
+      ) : (
+        <table className="w-full text-sm">
+          <tbody>
+            {rows.map(([key, n]) => (
+              <tr key={key} className="border-b border-gold/[.06] last:border-0">
+                <td className="py-1 text-green-score truncate">{key || '—'}</td>
+                <td className="py-1 text-right text-gold-dim">{n}</td>
+              </tr>
+            ))}
+          </tbody>
+        </table>
+      )}
+    </div>
+  );
+}
+
+type Scope = 'all' | 'logged_in';
+
+function ScopeToggle({ scope, onChange }: { scope: Scope; onChange: (s: Scope) => void }) {
+  return (
+    <div className="flex rounded-lg overflow-hidden border border-gold/20 self-start">
+      {(['all', 'logged_in'] as Scope[]).map((s) => (
+        <button
+          key={s}
+          onClick={() => onChange(s)}
+          className={`px-3 py-1.5 text-xs font-serif tracking-wide transition-colors ${
+            scope === s ? 'bg-gold text-table' : 'bg-header text-green-dim hover:text-gold'
+          }`}
+        >
+          {s === 'all' ? 'Všetci' : 'Prihlásení'}
+        </button>
+      ))}
+    </div>
+  );
+}
+
+export default function AdminStats() {
+  const token = useAdminToken();
+  const desktop = useIsDesktop();
+  const [data, setData] = useState<DailyStats | null>(null);
+  const [error, setError] = useState<string | null>(null);
+  const [scope, setScope] = useState<Scope>('all');
+
+  useEffect(() => {
+    let cancelled = false;
+    const qs = scope === 'logged_in' ? '?logged_in=1' : '';
+    fetch(`/api/admin/stats${qs}`, { headers: { Authorization: `Bearer ${token}` } })
+      .then((res) => {
+        if (res.status === 403) throw new Error('Neplatný token.');
+        if (!res.ok) throw new Error('Chyba pri načítaní štatistík.');
+        return res.json();
+      })
+      .then((json) => {
+        if (!cancelled) setData(json);
+      })
+      .catch((e) => {
+        if (!cancelled) setError(e.message);
+      });
+    return () => {
+      cancelled = true;
+    };
+  }, [token, scope]);
+
+  if (error) return <p className="text-red-400 text-sm">{error}</p>;
+  if (!data) return <p className="text-green-dim text-sm">Načítavam...</p>;
+
+  return (
+    <div className="flex flex-col gap-4">
+      <div className={`flex gap-3 ${desktop ? '' : 'flex-wrap'}`}>
+        <SummaryCard label="Hráči celkom" value={String(data.total_players)} />
+        <SummaryCard label="Nedokončené registrácie" value={String(data.unconfirmed_players)} />
+        <SummaryCard
+          label="Dokončené hry"
+          value={data.completion_rate != null ? `${Math.round(data.completion_rate * 100)}%` : '—'}
+        />
+        <SummaryCard
+          label="Priem. dĺžka hry"
+          value={data.avg_game_duration_minutes != null ? `${Math.round(data.avg_game_duration_minutes)} min` : '—'}
+        />
+      </div>
+
+      <div className={`grid gap-4 ${desktop ? 'grid-cols-2' : 'grid-cols-1'}`}>
+        <TimeSeriesChart title="Hry za deň" data={data.games_per_day} />
+        <TimeSeriesChart title="Nové registrácie za deň" data={data.players_per_day} />
+        <TimeSeriesChart title="Odohrané kolá za deň" data={data.rounds_per_day} />
+        <TimeSeriesChart title="Hodiny s najvyššou aktivitou" data={data.peak_hours} kind="bar" />
+      </div>
+
+      {/* Prepinac sa tyka len traffic-analytickych widgetov nizsie (PageView) --
+          herne metriky vyssie su uz vzdy o prihlasenych uctoch. */}
+      <ScopeToggle scope={scope} onChange={setScope} />
+
+      <PageviewsChart
+        total={data.pageviews_per_day}
+        totalLabel={scope === 'logged_in' ? 'Prihlásení' : 'Zobrazenia'}
+        visitors={data.visitors_per_day}
+        visitorsLabel={scope === 'logged_in' ? 'Unikátní' : 'Návštevníci'}
+        byDevice={data.pageviews_per_day_by_device}
+        byBrowser={data.pageviews_per_day_by_browser}
+        byOs={data.pageviews_per_day_by_os}
+      />
+
+      <div className={`grid gap-4 ${desktop ? 'grid-cols-2' : 'grid-cols-1'}`}>
+        <BreakdownTable title="Najnavštevovanejšie stránky" data={data.top_paths} />
+        <BreakdownTable title="Zdroje návštevnosti" data={data.top_referrers} />
+        <BreakdownTable title="Prehliadače" data={data.browsers} />
+        <BreakdownTable title="Operačné systémy" data={data.operating_systems} />
+        <BreakdownTable title="Typ zariadenia" data={data.device_types} />
+        <BreakdownTable title="Krajiny" data={data.countries} />
+      </div>
+    </div>
+  );
+}

frontend/src/pages/admin/PageviewsChart.tsx

@@ -0,0 +1,108 @@
+import { useMemo, useState } from 'react';
+import {
+  CartesianGrid,
+  Legend,
+  Line,
+  LineChart,
+  ResponsiveContainer,
+  Tooltip,
+  XAxis,
+  YAxis,
+} from 'recharts';
+
+type Dimension = 'total' | 'device' | 'browser' | 'os';
+
+const DIMENSION_LABELS: Record<Dimension, string> = {
+  total: 'Spolu',
+  device: 'Zariadenie',
+  browser: 'Prehliadač',
+  os: 'OS',
+};
+
+// Cycled per category line -- theme golds/creams, enough spread to stay
+// distinguishable across the handful of browsers/OSes/device types we expect.
+const PALETTE = ['#c9a84c', '#d8cba6', '#9c906c', '#f0d060', '#c2b58c', '#8a8064', '#7a6e4a'];
+
+interface Props {
+  total: Record<string, number>;
+  totalLabel?: string;
+  visitors: Record<string, number>;
+  visitorsLabel?: string;
+  byDevice: Record<string, Record<string, number>>;
+  byBrowser: Record<string, Record<string, number>>;
+  byOs: Record<string, Record<string, number>>;
+}
+
+export default function PageviewsChart({
+  total,
+  totalLabel = 'Zobrazenia',
+  visitors,
+  visitorsLabel = 'Návštevníci',
+  byDevice,
+  byBrowser,
+  byOs,
+}: Props) {
+  const [dimension, setDimension] = useState<Dimension>('total');
+
+  const { rows, categories } = useMemo(() => {
+    if (dimension === 'total') {
+      const days = [...new Set([...Object.keys(total), ...Object.keys(visitors)])].sort();
+      return {
+        rows: days.map((day) => ({ day, n: total[day] ?? 0, visitors: visitors[day] ?? 0 })),
+        categories: ['n', 'visitors'],
+      };
+    }
+    const byDay = dimension === 'device' ? byDevice : dimension === 'browser' ? byBrowser : byOs;
+    const days = Object.keys(byDay).sort();
+    const categories = [...new Set(days.flatMap((d) => Object.keys(byDay[d])))].sort();
+    const rows = days.map((day) => {
+      const row: Record<string, number | string> = { day };
+      for (const c of categories) row[c] = byDay[day][c] ?? 0;
+      return row;
+    });
+    return { rows, categories };
+  }, [dimension, total, visitors, byDevice, byBrowser, byOs]);
+
+  const lineName = (c: string) => (c === 'n' ? totalLabel : c === 'visitors' ? visitorsLabel : c);
+
+  return (
+    <div className="bg-header border border-[#142018] rounded-xl p-4">
+      <div className="flex items-center justify-between mb-2 flex-wrap gap-2">
+        <p className="text-sm text-gold">Návštevy za deň</p>
+        <div className="flex gap-1">
+          {(Object.keys(DIMENSION_LABELS) as Dimension[]).map((d) => (
+            <button
+              key={d}
+              onClick={() => setDimension(d)}
+              className={`px-2 py-1 rounded text-xs transition-colors ${
+                dimension === d ? 'bg-gold text-table' : 'text-green-dim hover:text-gold'
+              }`}
+            >
+              {DIMENSION_LABELS[d]}
+            </button>
+          ))}
+        </div>
+      </div>
+      <ResponsiveContainer width="100%" height={260}>
+        <LineChart data={rows}>
+          <CartesianGrid stroke="#142018" />
+          <XAxis dataKey="day" tick={{ fill: '#9c906c', fontSize: 10 }} />
+          <YAxis tick={{ fill: '#9c906c', fontSize: 10 }} allowDecimals={false} />
+          <Tooltip contentStyle={{ background: '#070c09', border: '1px solid #142018' }} />
+          <Legend wrapperStyle={{ fontSize: 11, color: '#9c906c' }} />
+          {categories.map((c, i) => (
+            <Line
+              key={c}
+              type="monotone"
+              dataKey={c}
+              name={lineName(c)}
+              stroke={PALETTE[i % PALETTE.length]}
+              strokeWidth={2}
+              dot={false}
+            />
+          ))}
+        </LineChart>
+      </ResponsiveContainer>
+    </div>
+  );
+}

frontend/src/store/gameStore.ts

@@ -0,0 +1,83 @@
+import { create } from 'zustand';
+import type {
+  Account,
+  GameDetail,
+  GameInfo,
+  GameStatusPayload,
+  Hand,
+  HistoryGame,
+  MyPlayer,
+  Registration,
+} from '../types';
+
+interface GameStore {
+  games: GameInfo[];
+  account: Account | null;
+  registration: Registration | null;
+  history: HistoryGame[];
+  gameDetail: GameDetail | null;
+  myPlayer: MyPlayer | null;
+  gameStatus: GameStatusPayload | null;
+  hand: Hand;
+  error: string | null;
+
+  setGames: (games: GameInfo[]) => void;
+  setAccount: (account: Account | null) => void;
+  setRegistration: (registration: Registration | null) => void;
+  setHistory: (history: HistoryGame[]) => void;
+  setGameDetail: (detail: GameDetail | null) => void;
+  setMyPlayer: (player: MyPlayer | null) => void;
+  setGameStatus: (status: GameStatusPayload) => void;
+  setHand: (hand: Hand) => void;
+  setError: (error: string | null) => void;
+  clearError: () => void;
+  updatePlayerConnection: (order: number, connected: boolean) => void;
+  reset: () => void;
+  logout: () => void;
+}
+
+export const useGameStore = create<GameStore>((set) => ({
+  games: [],
+  account: null,
+  registration: null,
+  history: [],
+  gameDetail: null,
+  myPlayer: null,
+  gameStatus: null,
+  hand: {},
+  error: null,
+
+  setGames: (games) => set({ games }),
+  setAccount: (account) => set({ account }),
+  setRegistration: (registration) => set({ registration }),
+  setHistory: (history) => set({ history }),
+  setGameDetail: (gameDetail) => set({ gameDetail }),
+  setMyPlayer: (myPlayer) => set({ myPlayer }),
+  setGameStatus: (gameStatus) => set({ gameStatus }),
+  setHand: (hand) => set({ hand }),
+  setError: (error) => set({ error }),
+  clearError: () => set({ error: null }),
+  updatePlayerConnection: (order, connected) =>
+    set((state) => ({
+      gameStatus: state.gameStatus
+        ? {
+            ...state.gameStatus,
+            players: state.gameStatus.players.map((p) =>
+              p.order === order ? { ...p, connected } : p
+            ),
+          }
+        : null,
+    })),
+  reset: () => set({ myPlayer: null, gameStatus: null, hand: {}, error: null }),
+  logout: () =>
+    set({
+      account: null,
+      registration: null,
+      history: [],
+      gameDetail: null,
+      myPlayer: null,
+      gameStatus: null,
+      hand: {},
+      error: null,
+    }),
+}));

frontend/src/types.ts

@@ -0,0 +1,103 @@
+export type CardColor = 'HEARTS' | 'LEAVES' | 'ACORNS' | 'BELLS';
+export type CardValue = 'C7' | 'C8' | 'C9' | 'C10' | 'LOWER' | 'UPPER' | 'KING' | 'ACE';
+
+export interface Card {
+  color: CardColor;
+  value: CardValue;
+}
+
+export interface PlayerInfo {
+  order: number;
+  name: string;
+  connected: boolean;
+  player_id?: number;
+  is_bot?: boolean;
+}
+
+export interface MyPlayer {
+  order: number;
+  name: string;
+  token: string;
+  gid: string;
+}
+
+export interface StashData {
+  first_player: number;
+  cards: Record<string, Card>;
+}
+
+export interface GameStatusDetail {
+  active_player?: number;
+  active_round_guesses?: Record<string, number>;
+  active_round_stashes?: number[];
+  active_stash?: StashData;
+  previous_stash?: StashData;
+  standings: number[][][];
+  /** Tips per series/round/seat, same shape as standings. Used to show the
+   *  struck-through tip in place of 0 when a tip failed. */
+  standings_guesses?: number[][][];
+}
+
+export interface GameStatusPayload {
+  gid: string;
+  completed: boolean;
+  players: PlayerInfo[];
+  series_number: number;
+  round_number: number;
+  cards_in_round: number;
+  status: GameStatusDetail;
+}
+
+export interface GameInfo {
+  gid: string;
+  name: string;
+  started: boolean;
+  players: PlayerInfo[];
+}
+
+export type Hand = Record<string, Card>;
+
+// --- authentication (TOTP) ---
+
+export interface Account {
+  player_id: number;
+  username: string;
+}
+
+export interface Registration {
+  username: string;
+  secret: string;
+  otpauth_uri: string;
+}
+
+// --- history ---
+
+export interface HistoryGame {
+  gid: string;
+  name: string;
+  created_at: string | null;
+  ended_at: string | null;
+  players: string[];
+  my_points: number;
+  /** True = dohraná naplno; false = predčasne ukončená (dá sa obnoviť do lobby). */
+  completed: boolean;
+}
+
+export interface GameDetailRound {
+  series_number: number;
+  round_number: number;
+  player_id: number;
+  username: string | null;
+  guess: number;
+  points: number;
+  won: boolean;
+}
+
+export interface GameDetail {
+  gid: string;
+  name: string;
+  created_at: string | null;
+  ended_at: string | null;
+  players: { player_id: number; username: string }[];
+  rounds: GameDetailRound[];
+}

frontend/tailwind.config.js

@@ -0,0 +1,63 @@
+/** @type {import('tailwindcss').Config} */
+export default {
+  content: ['./index.html', './src/**/*.{ts,tsx}'],
+  theme: {
+    extend: {
+      colors: {
+        // Velvet table palette (design handoff: "01 — Sametový stôl")
+        table: '#090e0b',
+        header: '#070c09',
+        circle: '#0c1a0f',
+        'circle-active': '#0e2015',
+        gold: '#c9a84c',
+        'gold-bright': '#f0d060',
+        'gold-dim': '#e8c14a',
+        // Secondary text is warm cream (not green) for legibility on the dark
+        // table — the green is reserved for structure (felt, opponent cards).
+        'green-dim': '#9c906c',
+        'green-score': '#d8cba6',
+        'green-circle': '#c2b58c',
+      },
+      fontFamily: {
+        serif: ['"Playfair Display"', 'Georgia', 'serif'],
+        sans: ['"DM Sans"', 'system-ui', 'sans-serif'],
+      },
+      keyframes: {
+        // turn-pulse — blinking dot / placeholder slot
+        tp: { '0%,100%': { opacity: '1' }, '50%': { opacity: '.5' } },
+        // card-in — card lands on the table
+        ci: {
+          from: { opacity: '0', transform: 'translateY(-6px) scale(.9)' },
+          to: { opacity: '1', transform: 'none' },
+        },
+        // active-ring — glowing gold ring around the active player circle
+        ar: {
+          '0%,100%': {
+            boxShadow:
+              '0 0 0 3px rgba(201,168,76,.18),0 0 18px rgba(201,168,76,.5),0 0 42px rgba(201,168,76,.2)',
+          },
+          '50%': {
+            boxShadow:
+              '0 0 0 5px rgba(201,168,76,.34),0 0 32px rgba(201,168,76,.85),0 0 56px rgba(201,168,76,.3)',
+          },
+        },
+        // glow-1 — gold glow border on a playable card
+        g1: {
+          '0%,100%': {
+            boxShadow: '0 0 18px rgba(201,168,76,.55),0 6px 18px rgba(0,0,0,.55)',
+          },
+          '50%': {
+            boxShadow: '0 0 34px rgba(201,168,76,.85),0 6px 18px rgba(0,0,0,.55)',
+          },
+        },
+      },
+      animation: {
+        tp: 'tp 1.8s ease-in-out infinite',
+        ci: 'ci .3s ease both',
+        ar: 'ar 2.2s ease-in-out infinite',
+        g1: 'g1 2.2s ease-in-out infinite',
+      },
+    },
+  },
+  plugins: [],
+};

frontend/tsconfig.json

@@ -0,0 +1,21 @@
+{
+  "compilerOptions": {
+    "target": "ES2020",
+    "useDefineForClassFields": true,
+    "lib": ["ES2020", "DOM", "DOM.Iterable"],
+    "module": "ESNext",
+    "skipLibCheck": true,
+    "moduleResolution": "bundler",
+    "allowImportingTsExtensions": true,
+    "resolveJsonModule": true,
+    "isolatedModules": true,
+    "noEmit": true,
+    "jsx": "react-jsx",
+    "strict": true,
+    "noUnusedLocals": true,
+    "noUnusedParameters": true,
+    "noFallthroughCasesInSwitch": true
+  },
+  "include": ["src"],
+  "references": [{ "path": "./tsconfig.node.json" }]
+}

frontend/tsconfig.node.json

@@ -0,0 +1,10 @@
+{
+  "compilerOptions": {
+    "composite": true,
+    "skipLibCheck": true,
+    "module": "ESNext",
+    "moduleResolution": "bundler",
+    "allowSyntheticDefaultImports": true
+  },
+  "include": ["vite.config.ts"]
+}

frontend/vite.config.ts

@@ -0,0 +1,51 @@
+import { defineConfig } from 'vite';
+import react from '@vitejs/plugin-react';
+import { VitePWA } from 'vite-plugin-pwa';
+
+export default defineConfig({
+  plugins: [
+    react(),
+    VitePWA({
+      registerType: 'autoUpdate',
+      manifest: {
+        name: 'Bridzik',
+        short_name: 'Bridzik',
+        theme_color: '#1e3a5f',
+        background_color: '#0f172a',
+        display: 'standalone',
+        icons: [
+          { src: 'icon-192.png', sizes: '192x192', type: 'image/png' },
+          { src: 'icon-512.png', sizes: '512x512', type: 'image/png' },
+        ],
+      },
+      workbox: {
+        globPatterns: ['**/*.{js,css,html,ico,png,svg}'],
+      },
+    }),
+  ],
+  server: {
+    host: true,
+    // Docker bind mounts on Windows/macOS don't forward native FS events into the
+    // container, so Vite's watcher never fires and HMR appears "stuck". Polling the
+    // mounted files makes hot reload work without restarting the container.
+    watch: {
+      usePolling: true,
+      interval: 200,
+    },
+    proxy: {
+      '/socket.io': {
+        // Local dev defaults to localhost; docker-compose sets VITE_BACKEND_URL
+        // to the backend service (http://backend:5000).
+        target: process.env.VITE_BACKEND_URL ?? 'http://localhost:5000',
+        ws: true,
+        changeOrigin: true,
+      },
+      '/api': {
+        // Backend HTTP endpoints (/api/track, /api/admin/stats) -- kept under
+        // /api so they never collide with client-side routes like /admin/stats.
+        target: process.env.VITE_BACKEND_URL ?? 'http://localhost:5000',
+        changeOrigin: true,
+      },
+    },
+  },
+});

requirements-rl.txt

@@ -0,0 +1,5 @@
+# RL trening (rl/model.py, rl/selfplay.py, rl/train.py) -- zamerne oddelene
+# od requirements.txt: server ani Docker image torch nepotrebuju, boti v hre
+# pouzivaju len cisto-Python rl/players.py (a neskor natrenovane vahy cez
+# torch az ked sa neuralny bot nasadi).
+torch>=2.4

requirements.txt

@@ -0,0 +1,17 @@
+# Realtime Socket.IO server running on ASGI (uvicorn).
+python-socketio>=5.11
+python-engineio>=4.9
+uvicorn>=0.30
+
+# Persistence layer (history + TOTP auth).
+SQLAlchemy[asyncio]>=2.0
+aiosqlite>=0.20      # dev / default DATABASE_URL
+asyncpg>=0.29        # production (PostgreSQL)
+pyotp>=2.9           # TOTP login
+cryptography>=42     # Fernet encryption for Player.totp_secret at rest
+user-agents>=2.2     # parse User-Agent for /track (self-hosted analytics)
+geoip2>=4.8           # resolve IP -> country from a local .mmdb file (no external calls)
+
+# NOTE: the legacy Flask/Jinja HTTP UI (api/routes.py, api/forms.py,
+# api/templates/) is dormant and its dependencies (Flask, Flask-WTF, etc.)
+# were removed during the ASGI migration. Re-add them only if that UI is revived.

rl/DESIGN.md

@@ -0,0 +1,181 @@
+# RL bot pre bridzik — navrh (2026-07-01)
+
+Ciel: naucit sa principy self-play reinforcement learningu (v duchu AlphaGo Zero)
+na praktickom priklade — natrenovat sietovy policy pre hranie bridziku. Zamerne
+zjednodusene oproti AlphaGo Zero: bez MCTS (skryta informacia neumoznuje priamy
+prehladavaci strom), cisty self-play policy gradient (PPO/REINFORCE) nad `bridzik.py`
+enginom.
+
+## Kluc: `Round` je nezavisla epizoda
+
+Bodovanie (`Round.get_points_summary`) je cisto lokalne pre jedno kolo — nezavisi
+od predoslych ani nasledujucich kol, len od tipu a poctu kopiek v danom kole.
+Netreba teda simulovat cely `Bridzik`/`Series` state machine na trening — staci
+instanciovat `Round(round_number, first_player, shuffler)` priamo, opakovane,
+s roznymi `round_number` (0-7, teda 8 az 1 karta v ruke). Kazdy `Round` je
+samostatna self-play epizoda.
+
+Vyhody:
+- jednoduchsi self-play loop (ziadne series/game bookkeeping)
+- vela nezavislych epizod, jednoduchá paralelizacia
+
+**Curriculum vs. uniformne samplovanie (bod 4).** Povodny napad "zacat na
+`round_number=7`" je zavadzajuci: pri 1 karte je tip masked na {0,1} a jedina
+karta je vynutena — nula card-play rozhodnuti, ziadne ucenie, len smoke-test.
+Realne ucenie je v kolach `round_number` 0-3 (6-8 kariet). Preto:
+- `round_number` je aj tak v observacii, takze **default = uniformne samplovat
+  `round_number` 0-7** a nechat siet zdielat vahy naprieč velkostami ruk.
+- Ak curriculum, tak **od tazkych (viac kariet) k lahsim**, nie naopak; alebo
+  aspon uniformne s miernym zvyhodnenim tazsich kol.
+- `round_number=7` drzat len ako sanity/smoke test pipeline, nie ako trening.
+
+## 1. State encoding (observation)
+
+Spolocne pre guess aj play fazu, budovane z `Round` objektu pre daneho hraca:
+
+- **vlastna ruka** — 32-dim multi-hot (4 farby x 8 hodnot)
+- **round_number** — one-hot (8) alebo normalizovane cislo (urcuje velkost ruk)
+- **tipy vsetkych 4 hracov** — 4x (flag "uz tipoval" + normalizovana hodnota)
+- **vlastny tip** (po tipnuti) — kriticke pre play fazu (viem, ci este potrebujem
+  vyhrat kopku, alebo sa jej mam vyhybat)
+- **kolko kopiek uz kazdy hrac vyhral v tomto kole** — 4 scalars, odvodene
+  z dokoncenych `Stash` objektov v `self.stashes`
+- **aktualna kopka v procese** — 4 sloty (karta alebo prazdne) + `first_player`
+  aktualnej kopky
+- **uz odohrane/videne karty v tomto kole** — 32-dim multi-hot (bod 1). KRITICKE:
+  bez toho observacia NIE JE Markovovska. Pri viac kartach (round_number 0-2)
+  su dve rovnake ruky s rovnakou aktualnou kopkou, ale roznou historiou uz
+  odohranych kariet, rozne stavy s roznym optimalnym tahom (vies, ci este visi
+  eso/cerven). Bez tejto zlozky sa siet nemoze naucit card-counting a strop hry
+  ostane nizky. Kodovat karty odohrane v predoslych dokoncenych `Stash`-och
+  (mimo tvojej ruky a mimo aktualnej rozohranej kopky).
+- **(volitelne, neskor — bod 8) znama neúčasť supperov vo farbe (voids)** —
+  ked supper neprizna vynasanu farbu, prezradi void → per-hrac x per-farba
+  flag. Silna informacia, ale nechat na neskorsie rozsirenie.
+
+**Egocentricka rotacia (bod 2) — povinny invariant.** Aby parameter sharing
+medzi 4 sedadlami fungoval, VSETKY 4-hracske vektory (tipy, pocty vyhranych
+kopiek, sloty aktualnej kopky, `first_player`) musia byt rotovane tak, ze
+"ja" = index 0 a ostatni relativne (+1, +2, +3 v smere hry). Toto zapisat do
+`encoding.py` ako tvrdy invariant + unit test — je to najpravdepodobnejsie
+miesto tichej chyby, ktora pokazi ucenie.
+
+Zamerne vynechane: priebezne skore/standings naprieč hrou — kedze odmena je
+per-round nezavisla, optimalne rozhodnutie v danom kole na standings nezavisi.
+
+**Velkost observacie (bod 5).** Povodny odhad ~80-100 floatov je podstrelený.
+Ak sa 4 sloty aktualnej kopky koduju one-hot (4x32=128) + ruka 32 + videne
+karty 32 + tipy/pocty/round_number/first_player, realny `input_dim` je skor
+~200. Nie je to problem, len podla toho nastavit vstupnu vrstvu siete.
+
+## 2. Akcny priestor + maskovanie
+
+- **Guess**: 9 kategorii (0-8), maskovane na `0..(8-round_number)`; pre 4.
+  (posledneho) tipujuceho naviac zamaskovat hodnotu, ktora by sposobila
+  `BridzikException` (sucet tipov = pocet kopiek) — vypocitatelne vopred
+  z `self.guesses`. Zakazana hodnota = `(8-round_number) - sum(3 tipov)`;
+  ak vyjde mimo `0..(8-round_number)`, je uz aj tak nelegalna a nemaskuje sa
+  nic navyse (osetrit rozsah).
+- **Play card**: 32 kategorii (rovnaka indexacia farba+hodnota ako hand-encoding),
+  maskovane na karty, ktore hrac realne ma A splnaju follow-suit pravidlo
+  (rovnaka logika ako v `Round.play_card`: farba prvej karty v kopke, inak
+  povinna cervena ak ju hrac ma).
+
+## 3. Sieť
+
+Zdielany "trup" (2 hidden layers, ~128-256 neuronov, ReLU) nad observation
+vektorom (~80-100 floatov), s troma vystupmi:
+
+- guess head (9 logitov)
+- play head (32 logitov)
+- value head (1 scalar) — odhad ocakavanej odmeny do konca kola (baseline
+  pre actor-critic)
+
+`input_dim` nastavit podla realnej velkosti observacie (~200, viz bod 5
+v sekcii 1), nie podla povodneho ~80-100.
+
+Fazovy flag v observacii + maskovanie urcuje, ktora hlava je pouzitelna
+v danom kroku (guess a play fazy sa nikdy neprelinaju).
+
+## 4. Odmena a trening
+
+- Odmena = 0 pocas kola; na konci kola kazdy hrac dostane
+  `points_summary[player]` (0 alebo `10+guess`) ako terminalnu odmenu za
+  VSETKY svoje rozhodnutia v danom kole (guess + vsetky `play_card` tahy).
+  Sparse terminal reward, ziadne discountovanie netreba — `gamma=1` (bod 9),
+  kolo ma max 9 rozhodnuti na hraca: round 0 = 1 tip + 8 kariet.
+- Algoritmus: self-play PPO (prip. najprv jednoduchsie REINFORCE + baseline),
+  jedna zdielana siet hra vsetkych 4 hracov v kazdom `Round` (parameter
+  sharing, rovnaky princip ako AlphaGo Zero).
+- **Normalizacia odmeny (bod 7).** `10+guess` je v rozsahu 10-18 a lisi sa
+  per kolo; pri miesanych `round_number` to zvysuje varianciu policy gradientu.
+  Standardizovat advantage per batch (odcitat priemer, delit std) — bezna
+  PPO praktika, tu je nutnejsia kvoli rozne velkym odmenam.
+- Paralelizacia: `Round` instancie su nezavisle bez shared state, self-play
+  generovanie sa da paralelizovat cez multiprocessing naprieč jadrami CPU
+  (pripadne batchovanim viacerych epizod naraz cez sietovy forward).
+
+**Caveat: hra nie je zero-sum (bod 3).** Je to 4-hracska general-sum hra —
+viacero hracov moze naraz trafit tip a vsetci skoruju, zaroven sa o kopky
+sutazi (`sum(kopky) = pocet kopiek`). Self-play so zdielanymi vahami preto
+NEMA konvergencne zaruky ako AlphaGo Zero (2-hracska zero-sum); skonverguje
+k *nejakemu* equilibriu, nie nutne k optimu, a moze oscilovat. Na ucebny
+ciel to staci, ale: (a) nepredavat si to ako "AlphaZero-grade optimalitu",
+(b) sledovat progres proti FIXNYM baseline-om (sekcia 5), nie len podla
+self-play reward, ktory sa hybe s protihracom.
+
+## 5. Vyhodnotenie
+
+- priemerne body/kolo oproti baseline (nahodny legalny hrac, Monte Carlo
+  heuristicky tipper — pozri sekciu nizsie)
+- presnost tipu (% kôl, kde sa tip presne trafil) — interpretovatelnejsia
+  metrika nez surove body
+
+## Alternativa/doplnok pre tipovaciu fazu: Monte Carlo namiesto siete
+
+Kedze tipovanie je v podstate odhad pravdepodobnosti pri neznamom rozdeleni
+zvysnych kariet, da sa riesit aj bez siete:
+
+1. **Naivna MC simulacia** — vygenerovat vela nahodnych rozdeleni zvysnych
+   kariet medzi ostatnych 3 hracov, odsimulovat kolo s jednoduchou heuristickou
+   hracou strategiou, spocitat rozdelenie poctu vlastnych kopiek. POZOR: kedze
+   bodujeme len presnu zhodu, spravny cieľ je **mod** rozdelenia, nie priemer.
+   POZOR 2 (bod 6 — "discard pile"): `deal_starting_cards` zahodí prvych
+   `4*round_number` kariet (`round_cards[4*round_number:]`), takze v kole NIE
+   su rozdane vsetky karty. MC teda z `32 - vlastna_ruka` kariet rozdá kazdemu
+   z 3 supperov len `(8-round_number)` kariet a **zvysok necha v neznamej kope
+   mimo hru** — nerozdavat vsetko medzi supperov, inak nadhodnotis, kolko
+   vysokych kariet/cervene supperi drzia.
+2. **Silnejsia verzia** — rovnaky MC rollout, ale simulovat zvysok kola
+   s uz natrenovanou card-play sietou namiesto naivnej heuristiky (analogia
+   MCTS + value network v AlphaZero namiesto ciste nahodnych rolloutov).
+
+Toto sa da pouzit ako rychly heuristicky baseline bez trenovania siete na
+tipovanie vobec, alebo ako silnejsi hybrid s uz existujucou play sietou.
+
+## Poradie implementacie
+
+1. `rl/encoding.py` — cistě funkcie observation + mask (nad `Round` objektom),
+   testovatelne izolovane. Uz tu zapracovat bod 1 (videne karty) a bod 2
+   (egocentricka rotacia). Unit/property testy: maska NIKDY nepovoli tah, ktory
+   `Round.play_card`/`add_player_guess` odmietne (fuzz-test proti enginu);
+   rotacia je konzistentna pre vsetky 4 sedadla.
+2. `rl/env.py` — step/reset wrapper okolo jedneho `Round` (nie celeho `Bridzik`)
+3. **baseline hraci + evaluacny harness UZ TU** (nahodny legalny hrac, MC
+   heuristicky tipper podla sekcie vyssie) — nech je metrika k dispozicii od
+   prvej trenovacej epochy a da sa sledovat progres (bod 3: proti fixnym
+   baseline-om, nie len self-play reward).
+4. sieť (PyTorch, trup + 3 hlavy) — `input_dim` podla realnej velkosti obs (~200)
+5. self-play generator (paralelne `Round` epizody)
+6. PPO update krok (advantage standardizovat per batch — bod 7)
+7. (neskor, volitelne) rozsirit na cely `Series`/`Bridzik` self-play, ak by
+   sa ukazalo, ze cross-round dynamika (rotacia first_player a pod.) predsa
+   len nieco mení — podla bodu 1 to nie je ocakavane
+
+## Technologie
+
+- **PyTorch** — samostatny `requirements-rl.txt`, oddeleny od zakladneho
+  `requirements.txt` projektu
+- vlastna mensia implementacia PPO (v duchu CleanRL) namiesto Stable-Baselines3/
+  RLlib — nas pripad (multi-agent self-play so zdielanymi vahami, maskovanie
+  akcii) sa bije s ich single-agent Gym abstrakciou viac, nez by pomohla

rl/encoding.py

@@ -0,0 +1,168 @@
+"""Observation a action-mask encoding nad `Round` objektom z `bridzik.py`.
+
+Ciste funkcie bez externych zavislosti (ziadny numpy/torch) -- vystupy su
+obycajne zoznamy floatov/boolov, konverzia na tenzory je vecou volajuceho.
+
+Tvrdy invariant (viz rl/DESIGN.md): VSETKY 4-hracske zlozky observacie su
+egocentricky rotovane -- "ja" (parameter `player`) je vzdy index 0, ostatni
+hraci +1/+2/+3 v smere hry. Bez tejto rotacie parameter sharing medzi
+sedadlami nefunguje.
+
+Masky zrkadlia pravidla enginu: maska NIKDY nesmie povolit akciu, ktoru by
+`Round.add_player_guess` / `Round.play_card` odmietli, a naopak. Tuto zhodu
+vynucuje fuzz-test v tests/test_encoding.py.
+"""
+
+from bridzik import Card, Card_colors, Card_values, ROUNDS_PER_SERIES
+
+# Kanonicke poradie farieb a hodnot = poradie deklaracie v enum-och.
+COLORS = list(Card_colors)   # HEARTS, LEAVES, ACORNS, BELLS
+VALUES = list(Card_values)   # C7, C8, C9, C10, LOWER, UPPER, KING, ACE
+
+N_CARDS = 32
+N_GUESS_ACTIONS = 9          # tipy 0..8
+N_PLAY_ACTIONS = N_CARDS     # jedna akcia = jedna karta
+
+_COLOR_INDEX = {color: i for i, color in enumerate(COLORS)}
+_VALUE_INDEX = {value: i for i, value in enumerate(VALUES)}
+
+# Layout observacie -- offsety su sucast verejneho kontraktu (testy aj siet
+# sa na ne odkazuju menom, nie magickym cislom).
+OFF_HAND = 0                          # 32 multi-hot: vlastna ruka
+OFF_SEEN = OFF_HAND + N_CARDS         # 32 multi-hot: karty z dokoncenych kopiek
+OFF_ROUND = OFF_SEEN + N_CARDS        # 8 one-hot: round_number
+OFF_PHASE = OFF_ROUND + ROUNDS_PER_SERIES   # 1 flag: 1.0 = tipovacia faza
+OFF_GUESSES = OFF_PHASE + 1           # 4 x (flag "uz tipoval", tip/8), rel. poradie
+OFF_TRICKS = OFF_GUESSES + 8          # 4 x (vyhrane kopky / 8), rel. poradie
+OFF_STASH = OFF_TRICKS + 4            # 4 x 32 one-hot: aktualna kopka, rel. poradie
+OFF_STASH_LEADER = OFF_STASH + 4 * N_CARDS  # 4 one-hot: rel. first_player kopky
+OFF_VOIDS = OFF_STASH_LEADER + 4      # 4 hraci x 4 farby: dedukovane voidy, rel. poradie
+OBS_DIM = OFF_VOIDS + 16              # = 233
+
+
+def card_index(card: Card) -> int:
+    """Index karty 0..31: farba (blok po 8) + hodnota."""
+    return _COLOR_INDEX[card.color] * 8 + _VALUE_INDEX[card.value]
+
+
+def index_card(index: int) -> Card:
+    """Inverzia card_index."""
+    return Card(COLORS[index // 8], VALUES[index % 8])
+
+
+def relative_seat(seat: int, player: int) -> int:
+    """Egocentricka rotacia: `player` -> 0, dalsi v smere hry -> 1, 2, 3."""
+    return (seat - player) % 4
+
+
+def deduce_voids(rnd) -> dict:
+    """Isto-dedukovane chybajuce farby hracov z priebehu kola.
+
+    Follow-suit pravidlo prezradza: kto nepriznal vynasanu farbu, uz ju nema;
+    kto pri tom nezahral ani cerven (tromf), nema ani tu. Vynasajuci hrac
+    neprezradza nic. Vracia dict seat -> set(Card_colors). Kedze karty pocas
+    kola len ubudaju, raz dedukovany void plati do konca kola.
+    """
+    voids = {seat: set() for seat in range(4)}
+    for stash in rnd.stashes:
+        first = stash.get_first_card()
+        if first is None:
+            continue
+        for seat, card in stash.get_cards().items():
+            if seat == stash.first_player:
+                continue
+            if card.color != first.color:
+                voids[seat].add(first.color)
+                if card.color != Card_colors['HEARTS']:
+                    voids[seat].add(Card_colors['HEARTS'])
+    return voids
+
+
+def encode_observation(rnd, player: int) -> list:
+    """Observacia kola z pohladu hraca `player` (OBS_DIM floatov v [0, 1]).
+
+    Funguje v oboch fazach (tipovanie aj hra) aj na terminalnom stave;
+    necita get_active_player(), takze sa da zavolat pre lubovolneho hraca
+    kedykolvek.
+    """
+    obs = [0.0] * OBS_DIM
+
+    for card in rnd.player_cards[player]:
+        obs[OFF_HAND + card_index(card)] = 1.0
+
+    # Dokoncene kopky -> "videne karty"; jedina pripadna nedokoncena kopka
+    # (posledna) je aktualna rozohrana a koduje sa do slotov nizsie.
+    current_stash = None
+    for stash in rnd.stashes:
+        if stash.is_completed():
+            for card in stash.get_cards().values():
+                obs[OFF_SEEN + card_index(card)] = 1.0
+        else:
+            current_stash = stash
+
+    obs[OFF_ROUND + rnd.round_number] = 1.0
+    obs[OFF_PHASE] = 0.0 if rnd.is_guessing_completed() else 1.0
+
+    for seat, guess in rnd.guesses.items():
+        rel = relative_seat(seat, player)
+        obs[OFF_GUESSES + 2 * rel] = 1.0
+        obs[OFF_GUESSES + 2 * rel + 1] = guess / 8
+
+    tricks = rnd.get_stashes_winner_summary()
+    for seat in range(4):
+        obs[OFF_TRICKS + relative_seat(seat, player)] = tricks[seat] / 8
+
+    if current_stash is not None:
+        for seat, card in current_stash.get_cards().items():
+            rel = relative_seat(seat, player)
+            obs[OFF_STASH + rel * N_CARDS + card_index(card)] = 1.0
+        obs[OFF_STASH_LEADER + relative_seat(current_stash.first_player, player)] = 1.0
+
+    for seat, banned in deduce_voids(rnd).items():
+        rel = relative_seat(seat, player)
+        for color in banned:
+            obs[OFF_VOIDS + rel * 4 + _COLOR_INDEX[color]] = 1.0
+
+    return obs
+
+
+def guess_mask(rnd) -> list:
+    """Maska legalnych tipov (N_GUESS_ACTIONS boolov) pre aktivneho tipujuceho.
+
+    Zrkadli Round.add_player_guess: tip 0..(8 - round_number); poslednemu
+    (stvrtemu) tipujucemu je navyse zakazana hodnota, pri ktorej by sucet
+    tipov vysiel presne na pocet kopiek v kole.
+    """
+    max_guess = 8 - rnd.round_number
+    mask = [g <= max_guess for g in range(N_GUESS_ACTIONS)]
+    if len(rnd.guesses) == 3:
+        forbidden = max_guess - sum(rnd.guesses.values())
+        if 0 <= forbidden <= max_guess:
+            mask[forbidden] = False
+    return mask
+
+
+def legal_cards(hand: list, first_card) -> list:
+    """Karty z `hand`, ktore smie hrac zahrat do kopky vynasanej `first_card`.
+
+    Zrkadli follow-suit logiku Round.play_card: povinna farba prvej karty
+    kopky; ak ju hrac nema, povinna cervena (tromf); ak nema ani tu,
+    lubovolna karta. Pri vynasani (`first_card is None`) lubovolna karta.
+    """
+    if first_card is None:
+        return list(hand)
+    same_color = [c for c in hand if c.color == first_card.color]
+    if same_color:
+        return same_color
+    hearts = [c for c in hand if c.color == Card_colors['HEARTS']]
+    return hearts if hearts else list(hand)
+
+
+def play_mask(rnd, player: int) -> list:
+    """Maska legalnych kariet (N_PLAY_ACTIONS boolov) pre hraca `player`."""
+    stash = rnd.get_last_stash()
+    first_card = stash.get_first_card() if stash is not None else None
+    mask = [False] * N_PLAY_ACTIONS
+    for card in legal_cards(rnd.player_cards[player], first_card):
+        mask[card_index(card)] = True
+    return mask

rl/env.py

@@ -0,0 +1,70 @@
+"""Self-play prostredie nad jednym `Round`-om (viz rl/DESIGN.md).
+
+Jedno kolo = jedna epizoda. Prostredie je multi-agentne a tahove: v kazdom
+kroku je na tahu prave jeden hrac (`Decision.player`), akciu zan doda
+volajuci (zdielana siet, heuristika, ...). Odmena je sparse a terminalna --
+`Round.get_points_summary()` pre vsetkych 4 hracov naraz na konci kola.
+
+Akcie: v tipovacej faze index tipu 0..8, v hracej faze index karty 0..31
+(kanonicke cislovanie z rl/encoding.py). Legalne akcie urcuje
+`Decision.mask`; nelegalna akcia prebuble ako BridzikException z enginu.
+"""
+
+from random import Random
+from typing import NamedTuple
+
+from bridzik import Round, ROUNDS_PER_SERIES
+from rl.encoding import encode_observation, guess_mask, index_card, play_mask
+
+PHASE_GUESS = 'guess'
+PHASE_PLAY = 'play'
+
+
+class Decision(NamedTuple):
+    """Jeden rozhodovaci bod: kto je na tahu, v akej faze, co vidi a co smie."""
+    player: int
+    phase: str
+    obs: list
+    mask: list
+
+
+class RoundEnv:
+    def __init__(self, rng: Random = None):
+        self.rng = rng if rng is not None else Random()
+        self.round = None
+
+    def reset(self, round_number: int = None, first_player: int = None) -> Decision:
+        """Zacne novu epizodu; nezadane parametre sa sampluju uniformne."""
+        if round_number is None:
+            round_number = self.rng.randrange(ROUNDS_PER_SERIES)
+        if first_player is None:
+            first_player = self.rng.randrange(4)
+        self.round = Round(round_number, first_player, shuffler=self.rng.shuffle)
+        return self._decision()
+
+    def step(self, action: int):
+        """Vykona akciu hraca na tahu.
+
+        Vracia (decision, rewards, done): pocas kola (Decision, None, False),
+        na konci kola (None, [body 4 hracov], True).
+        """
+        if self.round is None or self.round.is_completed():
+            raise RuntimeError('Epizoda nebezi -- najprv zavolaj reset().')
+        player = self.round.get_active_player()
+        if not self.round.is_guessing_completed():
+            self.round.add_player_guess(player, action)
+        else:
+            self.round.play_card(player, index_card(action))
+        if self.round.is_completed():
+            return None, self.round.get_points_summary(), True
+        return self._decision(), None, False
+
+    def _decision(self) -> Decision:
+        player = self.round.get_active_player()
+        if not self.round.is_guessing_completed():
+            return Decision(player, PHASE_GUESS,
+                            encode_observation(self.round, player),
+                            guess_mask(self.round))
+        return Decision(player, PHASE_PLAY,
+                        encode_observation(self.round, player),
+                        play_mask(self.round, player))

rl/evaluate.py

@@ -0,0 +1,89 @@
+"""Evaluacny harness: odohra N kol medzi 4 hracmi a spocita metriky.
+
+Metriky per hrac (viz rl/DESIGN.md, sekcia 5): priemerne body na kolo
+a presnost tipu (% kol s presne trafenym tipom). Sedadla sa medzi kolami
+rotuju, aby ziadny hrac nebol systematicky zvyhodneny poradim tipovania.
+
+Spustenie ako skript porovna baseline botov:
+    py -m rl.evaluate --rounds 500 --seed 7
+"""
+
+import argparse
+from random import Random
+
+from bridzik import ROUNDS_PER_SERIES
+from rl.env import PHASE_GUESS, RoundEnv
+
+
+def play_round(players: list, env: RoundEnv, round_number: int = None,
+               first_player: int = None) -> list:
+    """Odohra jedno kolo; `players[seat]` rozhoduje za sedadlo `seat`.
+
+    Vrati body 4 sedadiel (`Round.get_points_summary()`).
+    """
+    decision = env.reset(round_number, first_player)
+    while True:
+        seat = decision.player
+        if decision.phase == PHASE_GUESS:
+            action = players[seat].guess(env.round, seat)
+        else:
+            action = players[seat].play(env.round, seat)
+        decision, rewards, done = env.step(action)
+        if done:
+            return rewards
+
+
+def evaluate(players: list, n_rounds: int, rng: Random = None,
+             round_numbers: list = None) -> list:
+    """Odohra `n_rounds` kol s rotaciou sedadiel; vrati stats per hrac.
+
+    Vystup: zoznam dictov v poradi `players` --
+    {'avg_points': float, 'hit_rate': float, 'rounds': int}.
+    """
+    rng = rng if rng is not None else Random()
+    env = RoundEnv(rng)
+    points = [0] * 4
+    hits = [0] * 4
+    for i in range(n_rounds):
+        round_number = rng.choice(round_numbers) if round_numbers \
+            else rng.randrange(ROUNDS_PER_SERIES)
+        # rotacia: sedadlo s obsadzuje players[(s + i) % 4]
+        seating = [players[(s + i) % 4] for s in range(4)]
+        rewards = play_round(seating, env, round_number)
+        for seat in range(4):
+            player_index = (seat + i) % 4
+            points[player_index] += rewards[seat]
+            hits[player_index] += rewards[seat] > 0
+    return [{'avg_points': points[p] / n_rounds,
+             'hit_rate': hits[p] / n_rounds,
+             'rounds': n_rounds} for p in range(len(players))]
+
+
+def main():
+    from rl.players import HeuristicPlayer, RandomPlayer
+
+    parser = argparse.ArgumentParser(description='Evaluacia baseline botov')
+    parser.add_argument('--rounds', type=int, default=500)
+    parser.add_argument('--seed', type=int, default=7)
+    parser.add_argument('--mc-samples', type=int, default=100)
+    args = parser.parse_args()
+
+    rng = Random(args.seed)
+    lineups = [
+        ('4x random', [RandomPlayer(rng) for _ in range(4)]),
+        ('1x heuristika + 3x random',
+         [HeuristicPlayer(rng, n_samples=args.mc_samples)]
+         + [RandomPlayer(rng) for _ in range(3)]),
+        ('4x heuristika',
+         [HeuristicPlayer(rng, n_samples=args.mc_samples) for _ in range(4)]),
+    ]
+    for label, players in lineups:
+        stats = evaluate(players, args.rounds, rng)
+        print(f'\n{label} ({args.rounds} kol):')
+        for i, s in enumerate(stats):
+            print(f'  hrac {i}: {s["avg_points"]:6.2f} bodov/kolo, '
+                  f'tip trafeny {100 * s["hit_rate"]:5.1f} %')
+
+
+if __name__ == '__main__':
+    main()

rl/export.py

@@ -0,0 +1,69 @@
+"""Export vah natrenovanej siete do formatu pre cisto-Python inferenciu.
+
+Torch je len trenovacia zavislost (host); produkcia hra cez rl/pure_net.py,
+ktory cita tento subor bez torch/numpy. Vahy sa uladaju ako base64 float32
+little-endian (bit-exact kopia checkpointu, ziadna strata presnosti).
+
+Pouzitie:
+    py -m rl.export rl/checkpoints/latest.pt rl/weights/neural-bot.json
+"""
+
+import argparse
+import base64
+import json
+import os
+
+from rl.encoding import OBS_DIM
+from rl.train import load_checkpoint
+
+DEFAULT_WEIGHTS_PATH = os.path.join('rl', 'weights', 'neural-bot.json')
+
+
+def _pack(tensor) -> dict:
+    """Tensor -> {shape, base64 float32 LE}. Cez struct, bez numpy -- tolist()
+    vracia presne hodnoty float32, takze zapis je bit-exact."""
+    import struct
+    data = tensor.detach().to('cpu').contiguous().float()
+    flat = data.reshape(-1).tolist()
+    return {
+        'shape': list(data.shape),
+        'data': base64.b64encode(struct.pack(f'<{len(flat)}f', *flat)).decode('ascii'),
+    }
+
+
+def export(checkpoint_path: str, out_path: str) -> dict:
+    net = load_checkpoint(checkpoint_path)
+    hidden = net.trunk[0].out_features
+    payload = {
+        'obs_dim': OBS_DIM,
+        'hidden': hidden,
+        'weights': {
+            'trunk0_w': _pack(net.trunk[0].weight),
+            'trunk0_b': _pack(net.trunk[0].bias),
+            'trunk2_w': _pack(net.trunk[2].weight),
+            'trunk2_b': _pack(net.trunk[2].bias),
+            'guess_w': _pack(net.guess_head.weight),
+            'guess_b': _pack(net.guess_head.bias),
+            'play_w': _pack(net.play_head.weight),
+            'play_b': _pack(net.play_head.bias),
+        },
+    }
+    os.makedirs(os.path.dirname(out_path), exist_ok=True)
+    with open(out_path, 'w') as f:
+        json.dump(payload, f)
+    return payload
+
+
+def main():
+    parser = argparse.ArgumentParser(description='Export vah pre pure-Python inferenciu')
+    parser.add_argument('checkpoint', nargs='?', default='rl/checkpoints/latest.pt')
+    parser.add_argument('out', nargs='?', default=DEFAULT_WEIGHTS_PATH)
+    args = parser.parse_args()
+    payload = export(args.checkpoint, args.out)
+    size = os.path.getsize(args.out)
+    print(f'Exportovane: {args.checkpoint} (hidden={payload["hidden"]}) '
+          f'-> {args.out} ({size / 1024:.0f} kB)')
+
+
+if __name__ == '__main__':
+    main()

rl/model.py

@@ -0,0 +1,49 @@
+"""Siet pre self-play PPO (viz rl/DESIGN.md, sekcia 3).
+
+Zdielany trup nad observaciou z rl/encoding.py a tri hlavy:
+guess (9 logitov), play (32 logitov), value (1 skalar -- baseline pre
+actor-critic). Ktora policy hlava plati, urcuje faza rozhodnutia; nelegalne
+akcie sa odrezavaju maskou (logit -inf), takze distribucia nikdy nenavzorkuje
+tah, ktory by engine odmietol.
+"""
+
+import torch
+import torch.nn as nn
+
+from rl.encoding import N_GUESS_ACTIONS, N_PLAY_ACTIONS, OBS_DIM
+
+
+class BridzikNet(nn.Module):
+    def __init__(self, hidden: int = 256):
+        super().__init__()
+        self.trunk = nn.Sequential(
+            nn.Linear(OBS_DIM, hidden), nn.ReLU(),
+            nn.Linear(hidden, hidden), nn.ReLU(),
+        )
+        self.guess_head = nn.Linear(hidden, N_GUESS_ACTIONS)
+        self.play_head = nn.Linear(hidden, N_PLAY_ACTIONS)
+        self.value_head = nn.Linear(hidden, 1)
+
+    def forward(self, obs: torch.Tensor):
+        """obs (B, OBS_DIM) -> (guess_logits (B,9), play_logits (B,32), value (B,))."""
+        h = self.trunk(obs)
+        return self.guess_head(h), self.play_head(h), self.value_head(h).squeeze(-1)
+
+
+def masked_categorical(logits: torch.Tensor, mask: torch.Tensor) -> torch.distributions.Categorical:
+    """Kategoricka distribucia s nelegalnymi akciami odrezanymi na -inf.
+
+    `mask` je bool tensor rovnakeho tvaru ako `logits`; kazdy riadok musi mat
+    aspon jednu povolenu akciu (garantuju masky z rl/encoding.py).
+    """
+    return torch.distributions.Categorical(
+        logits=logits.masked_fill(~mask, float('-inf'))
+    )
+
+
+def obs_tensor(obs: list) -> torch.Tensor:
+    return torch.tensor(obs, dtype=torch.float32)
+
+
+def mask_tensor(mask: list) -> torch.Tensor:
+    return torch.tensor(mask, dtype=torch.bool)

rl/players.py

@@ -0,0 +1,264 @@
+"""Baseline hraci pre evaluaciu a neskorsi warm-start siete (viz rl/DESIGN.md).
+
+Spolocne rozhranie: `guess(rnd, seat) -> int` (tip 0..8) a
+`play(rnd, seat) -> int` (index karty 0..31). Hrac vidi len to, co by videl
+pri stole -- vlastnu ruku, tipy, dokoncene kopky a rozohranu kopku; do cudzich
+ruk nesiaha.
+"""
+
+from collections import Counter
+from random import Random
+
+from bridzik import cards, Card_colors, Stash
+from rl.encoding import (
+    N_GUESS_ACTIONS, N_PLAY_ACTIONS,
+    card_index, deduce_voids, guess_mask, legal_cards, play_mask,
+)
+
+
+class RandomPlayer:
+    """Uniformne nahodny legalny tah -- najslabsi mozny baseline."""
+
+    def __init__(self, rng: Random = None):
+        self.rng = rng if rng is not None else Random()
+
+    def guess(self, rnd, seat: int) -> int:
+        mask = guess_mask(rnd)
+        return self.rng.choice([g for g in range(N_GUESS_ACTIONS) if mask[g]])
+
+    def play(self, rnd, seat: int) -> int:
+        mask = play_mask(rnd, seat)
+        return self.rng.choice([i for i in range(N_PLAY_ACTIONS) if mask[i]])
+
+
+def _strength(card) -> tuple:
+    """Absolutna sila karty: kazda cervena (tromf) bije kazdu necervenu."""
+    return (card.color == Card_colors['HEARTS'], card.value.value)
+
+
+def _current_best(stash):
+    """Zatial vitazna karta rozohranej kopky (None ak sa este nevynieslo)."""
+    first = stash.get_first_card() if stash is not None else None
+    if first is None:
+        return None
+    best = first
+    for card in stash.get_cards().values():
+        if _beats(card, best):
+            best = card
+    return best
+
+
+def _beats(card, best) -> bool:
+    """Ci `card` prebije `best` (karta drziaca kopku; jej farba je smerodajna)."""
+    if card.color == best.color:
+        return card.value > best.value
+    return card.color == Card_colors['HEARTS']
+
+
+def simulate_tricks(hands: dict, leader: int, rng: Random) -> list:
+    """Dohra kopky s nahodnou legalnou strategiou; vrati pocty vyhier hracov.
+
+    `hands` je dict seat -> zoznam kariet (rovnako velke ruky); zoznamy sa
+    spotrebuju. Vitaza kopky urcuje enginovy Stash.get_winner() -- pravidla
+    sa tu neduplikuju.
+    """
+    tricks = [0] * 4
+    for _ in range(len(hands[leader])):
+        stash = Stash(leader)
+        for i in range(4):
+            seat = (leader + i) % 4
+            card = rng.choice(legal_cards(hands[seat], stash.get_first_card()))
+            hands[seat].remove(card)
+            stash.add_card(seat, card)
+        leader = stash.get_winner()
+        tricks[leader] += 1
+    return tricks
+
+
+def deal_consistent(unknown: list, hand_sizes: dict, voids: dict,
+                    rng: Random, max_tries: int = 20) -> dict:
+    """Nahodne rozdanie neznamych kariet superom respektujuce voidy.
+
+    Greedy priradenie po zamiesani (najviac obmedzeni hraci prvi); ak sa
+    konzistentne rozdanie nepodari za `max_tries`, padne na rozdanie bez
+    voidov (zriedkave, radsej mierne skreslena vzorka nez ziadna).
+    Zvysok kariet ostava v odlozenej kope mimo hry.
+    """
+    seats = sorted(hand_sizes, key=lambda s: len(voids.get(s, ())), reverse=True)
+    pool = list(unknown)
+    for _ in range(max_tries):
+        rng.shuffle(pool)
+        remaining = list(pool)
+        hands = {}
+        for seat in seats:
+            hand, rest, banned = [], [], voids.get(seat, set())
+            for card in remaining:
+                if len(hand) < hand_sizes[seat] and card.color not in banned:
+                    hand.append(card)
+                else:
+                    rest.append(card)
+            if len(hand) < hand_sizes[seat]:
+                break
+            hands[seat] = hand
+            remaining = rest
+        else:
+            return hands
+    rng.shuffle(pool)
+    idx = 0
+    hands = {}
+    for seat in seats:
+        hands[seat] = pool[idx:idx + hand_sizes[seat]]
+        idx += hand_sizes[seat]
+    return hands
+
+
+def mc_guess_distribution(rnd, seat: int, n_samples: int, rng: Random) -> Counter:
+    """Monte Carlo odhad rozdelenia poctu vlastnych kopiek v kole.
+
+    Nezname karty sa v kazdej vzorke nahodne rozdelia ostatnym trom hracom
+    -- kazdemu len (8 - round_number) kariet, zvysok ostava v odlozenej kope
+    mimo hry (pozri DESIGN.md, pasca "discard pile"). Leader prvej kopky je
+    v case tipovania neznamy (najvyssi tip), sampluje sa uniformne.
+    """
+    hand = rnd.player_cards[seat]
+    hand_size = 8 - rnd.round_number
+    unknown = [c for c in cards if c not in hand]
+    counts = Counter()
+    for _ in range(n_samples):
+        rng.shuffle(unknown)
+        sim_hands = {seat: list(hand)}
+        others = [s for s in range(4) if s != seat]
+        for i, other in enumerate(others):
+            sim_hands[other] = unknown[i * hand_size:(i + 1) * hand_size]
+        tricks = simulate_tricks(sim_hands, rng.randrange(4), rng)
+        counts[tricks[seat]] += 1
+    return counts
+
+
+def finish_round(hands: dict, current_cards: dict, first_player: int,
+                 me: int, my_card, tricks: list, rng: Random) -> list:
+    """Dohra kolo od mojho tahu: dokonci rozohranu kopku (ja hram `my_card`,
+    dalsi nahodne legalne) a zvysne kopky dohra nahodnou legalnou strategiou.
+    `tricks` su uz vyhrane kopky (mutuje sa kopia volajuceho); vrati final."""
+    stash = Stash(first_player)
+    for seat, card in current_cards.items():
+        stash.add_card(seat, card)
+    stash.add_card(me, my_card)
+    while not stash.is_completed():
+        seat = stash.get_active_player()
+        card = rng.choice(legal_cards(hands[seat], stash.get_first_card()))
+        hands[seat].remove(card)
+        stash.add_card(seat, card)
+    leader = stash.get_winner()
+    tricks[leader] += 1
+    while hands[leader]:
+        stash = Stash(leader)
+        for i in range(4):
+            seat = (leader + i) % 4
+            card = rng.choice(legal_cards(hands[seat], stash.get_first_card()))
+            hands[seat].remove(card)
+            stash.add_card(seat, card)
+        leader = stash.get_winner()
+        tricks[leader] += 1
+    return tricks
+
+
+class HeuristicPlayer:
+    """MC tipper + jednoducha hracia heuristika riadena vlastnym tipom."""
+
+    def __init__(self, rng: Random = None, n_samples: int = 100):
+        self.rng = rng if rng is not None else Random()
+        self.n_samples = n_samples
+
+    def guess(self, rnd, seat: int) -> int:
+        counts = mc_guess_distribution(rnd, seat, self.n_samples, self.rng)
+        mask = guess_mask(rnd)
+        # najcastejsi LEGALNY pocet kopiek (mod rozdelenia, nie priemer --
+        # boduje sa len presna zhoda); pri nule vzoriek pre legalny tip
+        # rozhodne blizkost k celkovemu modu
+        mode = counts.most_common(1)[0][0]
+        legal = [g for g in range(N_GUESS_ACTIONS) if mask[g]]
+        return max(legal, key=lambda g: (counts[g], -abs(g - mode)))
+
+    def play(self, rnd, seat: int) -> int:
+        hand = rnd.player_cards[seat]
+        stash = rnd.get_last_stash()
+        allowed = legal_cards(hand, stash.get_first_card() if stash else None)
+        need = rnd.guesses[seat] - rnd.get_stashes_winner_summary()[seat]
+        best = _current_best(stash)
+
+        if best is None:
+            # vynasam: chcem kopku -> najsilnejsia karta; nechcem -> najslabsia
+            chosen = max(allowed, key=_strength) if need > 0 else min(allowed, key=_strength)
+        else:
+            winning = [c for c in allowed if _beats(c, best)]
+            if need > 0 and winning:
+                # ber kopku co najlacnejsie
+                chosen = min(winning, key=_strength)
+            elif need <= 0 and len(winning) < len(allowed):
+                # kopku nechcem: zbav sa najsilnejsej neberucej karty
+                chosen = max((c for c in allowed if not _beats(c, best)), key=_strength)
+            elif need <= 0:
+                # vsetko berie -> ber co najlacnejsie (setri silne karty netreba,
+                # ale nizka karta drzi sancu, ze ma este niekto prebije)
+                chosen = min(allowed, key=_strength)
+            else:
+                # kopku chcem, ale nic neberie -> odhod najslabsiu
+                chosen = min(allowed, key=_strength)
+        return card_index(chosen)
+
+
+class McPlayer(HeuristicPlayer):
+    """Heuristika s MC hracou fazou: kazdy kandidatsky tah sa ohodnoti
+    simulaciami zvysku kola nad rozdaniami neznamych kariet konzistentnymi
+    s dedukovanymi voidmi (`use_voids=False` = ablacia bez dedukcie).
+    Tipovanie ostava MC tipper z HeuristicPlayer (pred prvou kartou niet
+    z coho voidy dedukovat)."""
+
+    def __init__(self, rng: Random = None, n_samples: int = 100,
+                 play_samples: int = 24, use_voids: bool = True):
+        super().__init__(rng, n_samples)
+        self.play_samples = play_samples
+        self.use_voids = use_voids
+
+    def play(self, rnd, seat: int) -> int:
+        hand = rnd.player_cards[seat]
+        stash = rnd.get_last_stash()
+        first_card = stash.get_first_card() if stash else None
+        candidates = legal_cards(hand, first_card)
+        if len(candidates) == 1:
+            return card_index(candidates[0])
+
+        target = rnd.guesses[seat]
+        base_tricks = rnd.get_stashes_winner_summary()
+        voids = deduce_voids(rnd) if self.use_voids else {}
+        seen = set()
+        played_count = Counter()
+        for st in rnd.stashes:
+            for other, card in st.get_cards().items():
+                seen.add(card)
+                played_count[other] += 1
+        unknown = [c for c in cards if c not in seen and c not in hand]
+        hand_size0 = 8 - rnd.round_number
+        hand_sizes = {s: hand_size0 - played_count[s] for s in range(4) if s != seat}
+        current_cards = stash.get_cards()
+
+        # spolocne rozdanie pre vsetkych kandidatov (common random numbers --
+        # porovnavame tahy na tych istych svetoch, mensia variancia)
+        scores = {card_index(c): 0 for c in candidates}
+        for _ in range(self.play_samples):
+            world = deal_consistent(unknown, hand_sizes, voids, self.rng)
+            for candidate in candidates:
+                sim_hands = {s: list(h) for s, h in world.items()}
+                sim_hands[seat] = [c for c in hand if c != candidate]
+                tricks = finish_round(sim_hands, dict(current_cards),
+                                      stash.first_player, seat, candidate,
+                                      list(base_tricks), self.rng)
+                if tricks[seat] == target:
+                    scores[card_index(candidate)] += 1
+
+        best_index = max(scores, key=scores.get)
+        if scores[best_index] == 0:
+            # tip uz je (takmer) nedosiahnutelny -> aspon rozumny pravidlovy tah
+            return super().play(rnd, seat)
+        return best_index

rl/policy_player.py

@@ -0,0 +1,42 @@
+"""Natrenovana siet ako hrac so standardnym rozhranim guess/play.
+
+Rovnake rozhranie ako rl/players.py, takze funguje v rl/evaluate.py aj ako
+boti "mozog" v api/bots.py. Hrac vidi len observaciu + masku z rl/encoding.py
+-- z principu nemoze podvadzat (do cudzich ruk sa nedostane).
+"""
+
+import torch
+
+from rl.encoding import encode_observation, guess_mask, play_mask
+from rl.model import BridzikNet, mask_tensor, masked_categorical, obs_tensor
+
+
+class NeuralPlayer:
+    def __init__(self, net: BridzikNet, greedy: bool = True):
+        self.net = net
+        self.greedy = greedy  # argmax pri evaluacii; sampling pre pestrost
+
+    def _act(self, rnd, seat: int, use_play_head: bool) -> int:
+        obs = obs_tensor(encode_observation(rnd, seat)).unsqueeze(0)
+        mask = mask_tensor(
+            play_mask(rnd, seat) if use_play_head else guess_mask(rnd)
+        ).unsqueeze(0)
+        self.net.eval()
+        with torch.no_grad():
+            guess_logits, play_logits, _ = self.net(obs)
+            logits = play_logits if use_play_head else guess_logits
+            logits = logits.masked_fill(~mask, float('-inf'))
+            if self.greedy:
+                return int(logits.argmax(dim=-1).item())
+            return int(masked_categorical(logits, mask).sample().item())
+
+    def guess(self, rnd, seat: int) -> int:
+        return self._act(rnd, seat, use_play_head=False)
+
+    def play(self, rnd, seat: int) -> int:
+        return self._act(rnd, seat, use_play_head=True)
+
+
+def load_player(checkpoint_path: str, greedy: bool = True) -> NeuralPlayer:
+    from rl.train import load_checkpoint
+    return NeuralPlayer(load_checkpoint(checkpoint_path), greedy=greedy)

rl/pure_net.py

@@ -0,0 +1,114 @@
+"""Cisto-Python inferencia natrenovanej siete (stdlib only, bez torch/numpy).
+
+Nacita vahy z exportu rl/export.py a implementuje forward pass MLP
+(trunk 2x ReLU + guess/play hlavy). Sluzi produkcnym botom v api/bots.py --
+torch ostava len trenovacia zavislost na hoste. Presnost overuje
+tests/test_pure_net.py porovnanim s torch vystupmi na zivych observaciach.
+
+Vykon: ~250k nasobeni na tah (~desiatky ms) -- pri pauze medzi tahmi bota
+(BOT_MOVE_DELAY_SECONDS) nepostrehnutelne.
+"""
+
+import base64
+import json
+import os
+import struct
+
+from rl.encoding import (
+    N_GUESS_ACTIONS, N_PLAY_ACTIONS, OBS_DIM,
+    encode_observation, guess_mask, play_mask,
+)
+
+DEFAULT_WEIGHTS_PATH = os.path.join(
+    os.path.dirname(__file__), 'weights', 'neural-bot.json'
+)
+
+
+def _unpack(entry: dict):
+    """{shape, base64 f32 LE} -> matica (list riadkov) alebo vektor."""
+    flat = list(struct.unpack(
+        f'<{_numel(entry["shape"])}f', base64.b64decode(entry['data'])
+    ))
+    shape = entry['shape']
+    if len(shape) == 1:
+        return flat
+    rows, cols = shape
+    return [flat[r * cols:(r + 1) * cols] for r in range(rows)]
+
+
+def _numel(shape: list) -> int:
+    n = 1
+    for dim in shape:
+        n *= dim
+    return n
+
+
+def _linear(weight, bias, x):
+    """weight (out x in) @ x + bias -- radove poradie ako torch.nn.Linear."""
+    return [sum(w * v for w, v in zip(row, x)) + b
+            for row, b in zip(weight, bias)]
+
+
+def _relu(x):
+    return [v if v > 0.0 else 0.0 for v in x]
+
+
+class PureNet:
+    def __init__(self, payload: dict):
+        if payload['obs_dim'] != OBS_DIM:
+            raise ValueError(
+                f'Vahy su pre obs_dim={payload["obs_dim"]}, kod ma {OBS_DIM} '
+                '-- treba re-export z aktualneho checkpointu.'
+            )
+        w = payload['weights']
+        self.trunk0_w = _unpack(w['trunk0_w'])
+        self.trunk0_b = _unpack(w['trunk0_b'])
+        self.trunk2_w = _unpack(w['trunk2_w'])
+        self.trunk2_b = _unpack(w['trunk2_b'])
+        self.guess_w = _unpack(w['guess_w'])
+        self.guess_b = _unpack(w['guess_b'])
+        self.play_w = _unpack(w['play_w'])
+        self.play_b = _unpack(w['play_b'])
+
+    @classmethod
+    def load(cls, path: str = DEFAULT_WEIGHTS_PATH) -> 'PureNet':
+        with open(path) as f:
+            return cls(json.load(f))
+
+    def _trunk(self, obs):
+        h = _relu(_linear(self.trunk0_w, self.trunk0_b, obs))
+        return _relu(_linear(self.trunk2_w, self.trunk2_b, h))
+
+    def guess_logits(self, obs) -> list:
+        return _linear(self.guess_w, self.guess_b, self._trunk(obs))
+
+    def play_logits(self, obs) -> list:
+        return _linear(self.play_w, self.play_b, self._trunk(obs))
+
+
+def _masked_argmax(logits: list, mask: list) -> int:
+    best, best_value = None, None
+    for i, allowed in enumerate(mask):
+        if allowed and (best is None or logits[i] > best_value):
+            best, best_value = i, logits[i]
+    return best
+
+
+class PureNeuralPlayer:
+    """Greedy hrac nad PureNet -- rovnake rozhranie a rovnake vstupy
+    (observacia + maska) ako rl.policy_player.NeuralPlayer(greedy=True)."""
+
+    def __init__(self, net: PureNet):
+        self.net = net
+
+    @classmethod
+    def load(cls, path: str = DEFAULT_WEIGHTS_PATH) -> 'PureNeuralPlayer':
+        return cls(PureNet.load(path))
+
+    def guess(self, rnd, seat: int) -> int:
+        obs = encode_observation(rnd, seat)
+        return _masked_argmax(self.net.guess_logits(obs), guess_mask(rnd))
+
+    def play(self, rnd, seat: int) -> int:
+        obs = encode_observation(rnd, seat)
+        return _masked_argmax(self.net.play_logits(obs), play_mask(rnd, seat))

rl/selfplay.py

@@ -0,0 +1,131 @@
+"""Self-play generator: jedna zdielana siet hra vsetkych 4 hracov v Round
+epizodach a zbiera trajektorie pre PPO (viz rl/DESIGN.md, sekcie 4-5).
+
+Odmena je sparse a terminalna: kazde rozhodnutie hraca v kole (tip aj vsetky
+karty) dostane ako return jeho `points_summary` z konca kola, gamma = 1.
+
+Masky sa ukladaju oddelene pre obe fazy (rozne velkosti akcneho priestoru);
+`phase_play` hovori, ktora hlava/maska pre dany krok plati.
+"""
+
+from random import Random
+
+import torch
+
+from rl.encoding import N_GUESS_ACTIONS, N_PLAY_ACTIONS
+from rl.env import PHASE_PLAY, RoundEnv
+from rl.model import BridzikNet, mask_tensor, masked_categorical, obs_tensor
+from rl.players import HeuristicPlayer, RandomPlayer
+
+# Returny sa skaluju do [0, 1] (max odmena je 10+8). Bez skalovania ma value
+# loss (MSE na 0-18) radovo vacsi gradient nez policy loss a cez zdielany
+# trup policy ucenie prevalcuje.
+REWARD_SCALE = 18.0
+
+
+def _assign_seats(rng: Random, mix_random: float, mix_heuristic: float,
+                  random_player, heuristic_player) -> dict:
+    """Obsadenie sedadiel pre jednu epizodu: None = siet, inak skriptovany
+    supper. Aspon jedno sedadlo musi hrat siet (inak niet co zbierat)."""
+    seats = {}
+    for seat in range(4):
+        roll = rng.random()
+        if roll < mix_random:
+            seats[seat] = random_player
+        elif roll < mix_random + mix_heuristic:
+            seats[seat] = heuristic_player
+        else:
+            seats[seat] = None
+    if not any(p is None for p in seats.values()):
+        seats[rng.randrange(4)] = None
+    return seats
+
+
+def collect_episodes(net: BridzikNet, n_episodes: int, rng: Random,
+                     round_numbers: list = None, mix_random: float = 0.0,
+                     mix_heuristic: float = 0.0,
+                     heuristic_samples: int = 40) -> dict:
+    """Odohra `n_episodes` self-play kol a vrati batch tenzorov:
+
+    obs (N, OBS_DIM), phase_play (N,) bool, action (N,), logp (N,), value (N,),
+    ret (N,), guess_mask (N, 9), play_mask (N, 32) -- maska nepatriacej fazy je
+    pre dany krok cela False a pri update sa nepouzije.
+    Navyse 'mean_points': priemerne body na sietove sedadlo a kolo.
+
+    Opponent mixing (robustnost na nie-self-play superov): s pravdepodobnostou
+    `mix_random` / `mix_heuristic` hra sedadlo RandomPlayer / HeuristicPlayer
+    namiesto siete. Tahy skriptovanych superov sa do batchu NEZAZNAMENAVAJU
+    (nie su z trenovanej policy) -- superi len obsadzuju stol.
+    """
+    env = RoundEnv(rng)
+    random_player = RandomPlayer(rng)
+    heuristic_player = HeuristicPlayer(rng, n_samples=heuristic_samples)
+    mixing = mix_random > 0 or mix_heuristic > 0
+    obs_l, phase_l, action_l, logp_l, value_l, ret_l = [], [], [], [], [], []
+    gmask_l, pmask_l = [], []
+    total_points = 0.0
+    net_seat_rounds = 0
+
+    net.eval()
+    with torch.no_grad():
+        for _ in range(n_episodes):
+            round_number = rng.choice(round_numbers) if round_numbers else None
+            decision = env.reset(round_number)
+            seats = _assign_seats(rng, mix_random, mix_heuristic,
+                                  random_player, heuristic_player) if mixing \
+                else {seat: None for seat in range(4)}
+            net_seat_rounds += sum(1 for p in seats.values() if p is None)
+            # indexy krokov sietovych sedadiel -- na priradenie returnu
+            player_steps = {p: [] for p in range(4) if seats[p] is None}
+            while True:
+                opponent = seats[decision.player]
+                if opponent is not None:
+                    # skriptovany supper: vykonaj tah, nic nezaznamenavaj
+                    if decision.phase == PHASE_PLAY:
+                        action_i = opponent.play(env.round, decision.player)
+                    else:
+                        action_i = opponent.guess(env.round, decision.player)
+                else:
+                    obs = obs_tensor(decision.obs).unsqueeze(0)
+                    mask = mask_tensor(decision.mask).unsqueeze(0)
+                    guess_logits, play_logits, value = net(obs)
+                    is_play = decision.phase == PHASE_PLAY
+                    dist = masked_categorical(
+                        play_logits if is_play else guess_logits, mask
+                    )
+                    action = dist.sample()
+                    action_i = action.item()
+
+                    player_steps[decision.player].append(len(obs_l))
+                    obs_l.append(decision.obs)
+                    phase_l.append(is_play)
+                    action_l.append(action_i)
+                    logp_l.append(dist.log_prob(action).item())
+                    value_l.append(value.item())
+                    ret_l.append(0.0)  # doplni sa na konci kola
+                    if is_play:
+                        gmask_l.append([False] * N_GUESS_ACTIONS)
+                        pmask_l.append(decision.mask)
+                    else:
+                        gmask_l.append(decision.mask)
+                        pmask_l.append([False] * N_PLAY_ACTIONS)
+
+                decision, rewards, done = env.step(action_i)
+                if done:
+                    for player, steps in player_steps.items():
+                        for i in steps:
+                            ret_l[i] = rewards[player] / REWARD_SCALE
+                        total_points += rewards[player]
+                    break
+
+    return {
+        'obs': torch.tensor(obs_l, dtype=torch.float32),
+        'phase_play': torch.tensor(phase_l, dtype=torch.bool),
+        'action': torch.tensor(action_l, dtype=torch.long),
+        'logp': torch.tensor(logp_l, dtype=torch.float32),
+        'value': torch.tensor(value_l, dtype=torch.float32),
+        'ret': torch.tensor(ret_l, dtype=torch.float32),
+        'guess_mask': torch.tensor(gmask_l, dtype=torch.bool),
+        'play_mask': torch.tensor(pmask_l, dtype=torch.bool),
+        'mean_points': total_points / max(net_seat_rounds, 1),
+    }

rl/train.py

@@ -0,0 +1,230 @@
+"""Self-play PPO trening (viz rl/DESIGN.md, sekcie 4-6).
+
+Slucka: nazbieraj self-play epizody -> PPO update -> kazdych par iteracii
+evaluacia GREEDY policy proti fixnym baseline-om (nahodny hrac, MC heuristika)
+z rl/players.py -- self-play reward sam o sebe nie je smerodajny (hra nie je
+zero-sum, protihrac sa hybe spolu so sietou).
+
+Spustenie:
+    py -m rl.train --iterations 200 --episodes 512
+    py -m rl.train --resume rl/checkpoints/latest.pt   # pokracovanie
+
+Checkpointy: rl/checkpoints/latest.pt (kazdu iteraciu) + best.pt (najlepsi
+priemer bodov proti heuristikam). Metriky sa pripisuju do rl/runs/train_log.csv.
+"""
+
+import argparse
+import csv
+import os
+import time
+from random import Random
+
+import torch
+
+from rl.evaluate import evaluate
+from rl.model import BridzikNet, masked_categorical
+from rl.players import HeuristicPlayer, RandomPlayer
+from rl.policy_player import NeuralPlayer
+from rl.selfplay import collect_episodes
+
+CHECKPOINT_DIR = os.path.join('rl', 'checkpoints')
+RUNS_DIR = os.path.join('rl', 'runs')
+
+
+def ppo_update(net: BridzikNet, optimizer: torch.optim.Optimizer, batch: dict,
+               clip: float = 0.2, epochs: int = 4, minibatch: int = 1024,
+               vf_coef: float = 1.0, ent_coef: float = 0.01,
+               max_grad_norm: float = 0.5) -> dict:
+    """Standardny clipped-PPO krok nad batchom zo self-play.
+
+    Advantage sa standardizuje per batch (bod 7 v DESIGN.md -- odmeny 10-18 sa
+    lisia medzi kolami a zvysovali by varianciu gradientu). Guess a play kroky
+    zdielaju trup aj value hlavu, policy loss ide vzdy cez hlavu svojej fazy.
+    """
+    n = batch['obs'].shape[0]
+    adv = batch['ret'] - batch['value']
+    adv = (adv - adv.mean()) / (adv.std() + 1e-8)
+
+    net.train()
+    stats = {'policy_loss': 0.0, 'value_loss': 0.0, 'entropy': 0.0, 'updates': 0}
+    for _ in range(epochs):
+        perm = torch.randperm(n)
+        for start in range(0, n, minibatch):
+            idx = perm[start:start + minibatch]
+            obs = batch['obs'][idx]
+            guess_logits, play_logits, value = net(obs)
+
+            is_play = batch['phase_play'][idx]
+            logp_new = torch.empty_like(batch['logp'][idx])
+            entropy = torch.empty_like(logp_new)
+            for phase_sel, logits, mask_key in (
+                (~is_play, guess_logits, 'guess_mask'),
+                (is_play, play_logits, 'play_mask'),
+            ):
+                if not bool(phase_sel.any()):
+                    continue
+                dist = masked_categorical(
+                    logits[phase_sel], batch[mask_key][idx][phase_sel]
+                )
+                logp_new[phase_sel] = dist.log_prob(batch['action'][idx][phase_sel])
+                entropy[phase_sel] = dist.entropy()
+
+            ratio = torch.exp(logp_new - batch['logp'][idx])
+            mb_adv = adv[idx]
+            policy_loss = -torch.min(
+                ratio * mb_adv,
+                torch.clamp(ratio, 1 - clip, 1 + clip) * mb_adv,
+            ).mean()
+            value_loss = (value - batch['ret'][idx]).pow(2).mean()
+            loss = policy_loss + vf_coef * value_loss - ent_coef * entropy.mean()
+
+            optimizer.zero_grad()
+            loss.backward()
+            torch.nn.utils.clip_grad_norm_(net.parameters(), max_grad_norm)
+            optimizer.step()
+
+            stats['policy_loss'] += policy_loss.item()
+            stats['value_loss'] += value_loss.item()
+            stats['entropy'] += entropy.mean().item()
+            stats['updates'] += 1
+
+    for key in ('policy_loss', 'value_loss', 'entropy'):
+        stats[key] /= max(stats['updates'], 1)
+    return stats
+
+
+def evaluate_against_baselines(net: BridzikNet, n_rounds: int, rng: Random,
+                               mc_samples: int = 60) -> dict:
+    """Greedy siet na sedadle 0 vs 3x random a vs 3x heuristika."""
+    neural = NeuralPlayer(net, greedy=True)
+    vs_random = evaluate(
+        [neural] + [RandomPlayer(rng) for _ in range(3)], n_rounds, rng
+    )[0]
+    vs_heuristic = evaluate(
+        [neural] + [HeuristicPlayer(rng, n_samples=mc_samples) for _ in range(3)],
+        n_rounds, rng,
+    )[0]
+    return {
+        'vs_random_points': vs_random['avg_points'],
+        'vs_random_hit': vs_random['hit_rate'],
+        'vs_heuristic_points': vs_heuristic['avg_points'],
+        'vs_heuristic_hit': vs_heuristic['hit_rate'],
+    }
+
+
+def save_checkpoint(net: BridzikNet, hidden: int, path: str) -> None:
+    torch.save({'hidden': hidden, 'state_dict': net.state_dict()}, path)
+
+
+def load_checkpoint(path: str) -> BridzikNet:
+    """Nacita checkpoint; podporuje aj stary format (bare state_dict)."""
+    payload = torch.load(path, map_location='cpu')
+    if isinstance(payload, dict) and 'state_dict' in payload:
+        net = BridzikNet(hidden=payload['hidden'])
+        net.load_state_dict(payload['state_dict'])
+    else:
+        net = BridzikNet()
+        net.load_state_dict(payload)
+    return net
+
+
+def train(iterations: int, episodes: int, lr: float, seed: int,
+          eval_every: int, eval_rounds: int, resume: str = None,
+          hidden: int = 384, ent_coef_start: float = 0.01,
+          ent_coef_final: float = 0.001, lr_final_frac: float = 0.1,
+          mix_random: float = 0.0, mix_heuristic: float = 0.0):
+    os.makedirs(CHECKPOINT_DIR, exist_ok=True)
+    os.makedirs(RUNS_DIR, exist_ok=True)
+    log_path = os.path.join(RUNS_DIR, 'train_log.csv')
+    log_exists = os.path.exists(log_path)
+
+    torch.manual_seed(seed)
+    rng = Random(seed)
+    if resume:
+        net = load_checkpoint(resume)
+        hidden = net.trunk[0].out_features
+        print(f'Pokracujem z checkpointu {resume} (hidden={hidden})')
+    else:
+        net = BridzikNet(hidden=hidden)
+    optimizer = torch.optim.Adam(net.parameters(), lr=lr)
+
+    best_vs_heuristic = float('-inf')
+    with open(log_path, 'a', newline='') as log_file:
+        log = csv.writer(log_file)
+        if not log_exists:
+            log.writerow(['iteration', 'selfplay_points', 'policy_loss',
+                          'value_loss', 'entropy', 'vs_random_points',
+                          'vs_random_hit', 'vs_heuristic_points',
+                          'vs_heuristic_hit', 'seconds'])
+
+        for iteration in range(1, iterations + 1):
+            started = time.time()
+            # linearny decay: lr klesa k lr*lr_final_frac, entropny bonus
+            # k ent_coef_final -- policy sa ku koncu behu moze doostrit
+            frac = 1 - (iteration - 1) / max(iterations - 1, 1)
+            for group in optimizer.param_groups:
+                group['lr'] = lr * (lr_final_frac + (1 - lr_final_frac) * frac)
+            ent_coef = ent_coef_final + (ent_coef_start - ent_coef_final) * frac
+
+            batch = collect_episodes(net, episodes, rng,
+                                     mix_random=mix_random,
+                                     mix_heuristic=mix_heuristic)
+            stats = ppo_update(net, optimizer, batch, ent_coef=ent_coef)
+            save_checkpoint(net, hidden, os.path.join(CHECKPOINT_DIR, 'latest.pt'))
+
+            row = [iteration, f'{batch["mean_points"]:.3f}',
+                   f'{stats["policy_loss"]:.4f}', f'{stats["value_loss"]:.2f}',
+                   f'{stats["entropy"]:.3f}']
+            line = (f'it {iteration:4d} | self-play {batch["mean_points"]:5.2f} '
+                    f'b/kolo | pi {stats["policy_loss"]:+.4f} '
+                    f'| V {stats["value_loss"]:7.2f} | H {stats["entropy"]:.3f}')
+
+            if iteration % eval_every == 0 or iteration == iterations:
+                ev = evaluate_against_baselines(net, eval_rounds, rng)
+                row += [f'{ev["vs_random_points"]:.3f}', f'{ev["vs_random_hit"]:.3f}',
+                        f'{ev["vs_heuristic_points"]:.3f}', f'{ev["vs_heuristic_hit"]:.3f}']
+                line += (f' | vs random {ev["vs_random_points"]:5.2f} '
+                         f'({100 * ev["vs_random_hit"]:.0f} %)'
+                         f' | vs heur {ev["vs_heuristic_points"]:5.2f} '
+                         f'({100 * ev["vs_heuristic_hit"]:.0f} %)')
+                if ev['vs_heuristic_points'] > best_vs_heuristic:
+                    best_vs_heuristic = ev['vs_heuristic_points']
+                    save_checkpoint(net, hidden,
+                                    os.path.join(CHECKPOINT_DIR, 'best.pt'))
+                    line += ' *best*'
+            else:
+                row += ['', '', '', '']
+
+            row.append(f'{time.time() - started:.1f}')
+            log.writerow(row)
+            log_file.flush()
+            print(line)
+
+    return net
+
+
+def main():
+    parser = argparse.ArgumentParser(description='Self-play PPO trening bridzik siete')
+    parser.add_argument('--iterations', type=int, default=200)
+    parser.add_argument('--episodes', type=int, default=512,
+                        help='self-play kol na iteraciu')
+    parser.add_argument('--lr', type=float, default=3e-4)
+    parser.add_argument('--seed', type=int, default=1)
+    parser.add_argument('--eval-every', type=int, default=10)
+    parser.add_argument('--eval-rounds', type=int, default=400)
+    parser.add_argument('--hidden', type=int, default=384,
+                        help='sirka skrytych vrstiev trupu')
+    parser.add_argument('--resume', type=str, default=None,
+                        help='cesta k checkpointu (.pt) na pokracovanie')
+    parser.add_argument('--mix-random', type=float, default=0.0,
+                        help='pravdepodobnost RandomPlayer sedadla v epizode')
+    parser.add_argument('--mix-heuristic', type=float, default=0.0,
+                        help='pravdepodobnost HeuristicPlayer sedadla v epizode')
+    args = parser.parse_args()
+    train(args.iterations, args.episodes, args.lr, args.seed,
+          args.eval_every, args.eval_rounds, args.resume, hidden=args.hidden,
+          mix_random=args.mix_random, mix_heuristic=args.mix_heuristic)
+
+
+if __name__ == '__main__':
+    main()

tests/test_bots.py

@@ -0,0 +1,218 @@
+"""Testy in-process botov (api/bots.py + tahova slucka v api/__init__.py).
+
+Rovnaky setup ako tests/test_history.py: docasny SQLite subor, env pred
+importom. Socket.IO emity idu do prazdnych roomov (ziadny klient), takze
+handlery a slucka sa daju volat priamo bez klienta.
+"""
+
+import asyncio
+import os
+import tempfile
+import unittest
+import uuid
+
+# Nastav DB/ENCRYPTION_KEY PRED importom db/api modulov.
+_DB_FILE = os.path.join(tempfile.gettempdir(), f"bridzik_test_{uuid.uuid4().hex}.db")
+os.environ["DATABASE_URL"] = "sqlite+aiosqlite:///" + _DB_FILE.replace("\\", "/")
+
+from cryptography.fernet import Fernet  # noqa: E402
+
+os.environ.setdefault("ENCRYPTION_KEY", Fernet.generate_key().decode())
+
+from random import Random  # noqa: E402
+
+import api  # noqa: E402
+from api import auth, bots, history  # noqa: E402
+from db.db import init_db  # noqa: E402
+from rl.players import HeuristicPlayer, RandomPlayer  # noqa: E402
+
+
+def run(coro):
+    return asyncio.run(coro)
+
+
+def _make_bot_accounts(n):
+    exclude = set()
+    accounts = []
+    for _ in range(n):
+        acc = run(bots.ensure_bot_account("random", exclude))
+        exclude.add(acc["player_id"])
+        accounts.append(acc)
+    return accounts
+
+
+def _make_game(seat_accounts, brains):
+    """Postavi zacatu in-memory hru + Game riadok v DB."""
+    gid = str(uuid.uuid4())
+    game = api.Game(gid, "test")
+    for seat, acc in enumerate(seat_accounts):
+        player = api.Player(None, acc["username"], seat, acc["player_id"])
+        if brains[seat] is not None:
+            player.is_bot = True
+            player.brain = brains[seat]
+            player.connected = True
+        else:
+            player.connected = False
+        game.players.append(player)
+    game.start()
+    api.games[gid] = game
+    run(history.record_game_started(
+        gid, "test", [acc["player_id"] for acc in seat_accounts]
+    ))
+    return game
+
+
+class BotAccountCase(unittest.TestCase):
+    @classmethod
+    def setUpClass(cls):
+        run(init_db())
+        api.BOT_MOVE_DELAY_SECONDS = 0
+        api.TRICK_SWEEP_SECONDS = 0
+
+    def test_username_conventions(self):
+        self.assertTrue(bots.is_bot_username("bot:heuristic-1"))
+        self.assertFalse(bots.is_bot_username("alice"))
+        self.assertEqual(bots.kind_of("bot:heuristic-2"), "heuristic")
+        self.assertEqual(bots.kind_of("bot:random-1"), "random")
+        self.assertEqual(bots.kind_of("bot:neural-1"), "neural")
+        self.assertEqual(bots.kind_of("bot:nezmysel-9"), bots.DEFAULT_KIND)
+        self.assertIsInstance(bots.make_brain("bot:heuristic-1"), HeuristicPlayer)
+        self.assertIsInstance(bots.make_brain("bot:random-3"), RandomPlayer)
+
+    @unittest.skipUnless(bots.neural_available(),
+                         'chyba export vah (py -m rl.export)')
+    def test_neural_kind(self):
+        from rl.pure_net import PureNeuralPlayer
+        self.assertIn("neural", bots.available_kinds())
+        brain = bots.make_brain("bot:neural-1")
+        self.assertIsInstance(brain, PureNeuralPlayer)
+        # zdielana instancia PureNet (vahy sa nacitavaju len raz)
+        self.assertIs(brain.net, bots.make_brain("bot:neural-2").net)
+
+    def test_ensure_bot_account_reuse_and_exclude(self):
+        first = run(bots.ensure_bot_account("heuristic", set()))
+        self.assertTrue(first["username"].startswith("bot:heuristic-"))
+        # bez vylucenia sa ucet recykluje
+        again = run(bots.ensure_bot_account("heuristic", set()))
+        self.assertEqual(first["player_id"], again["player_id"])
+        # s vylucenim vznikne dalsi ucet s inym ID
+        second = run(bots.ensure_bot_account("heuristic", {first["player_id"]}))
+        self.assertNotEqual(first["player_id"], second["player_id"])
+        self.assertNotEqual(first["username"], second["username"])
+
+    def test_bot_account_cannot_be_hijacked(self):
+        acc = run(bots.ensure_bot_account("heuristic", set()))
+        # registracia mena zlyha -- ucet sa netvari ako nedokoncena registracia
+        with self.assertRaises(auth.AuthError):
+            run(auth.register_account(acc["username"]))
+        # login zlyha na kode (secret nikto nepozna), NIE na RegistrationIncomplete
+        with self.assertRaises(auth.AuthError) as ctx:
+            run(auth.login(acc["username"], "000000"))
+        self.assertNotIsInstance(ctx.exception, auth.RegistrationIncomplete)
+
+
+class BotTurnLoopCase(unittest.TestCase):
+    @classmethod
+    def setUpClass(cls):
+        run(init_db())
+        api.BOT_MOVE_DELAY_SECONDS = 0
+        api.TRICK_SWEEP_SECONDS = 0
+
+    def setUp(self):
+        api.games.clear()
+        api.sessions.clear()
+        api.accounts.clear()
+
+    def test_four_bots_play_whole_game(self):
+        accounts = _make_bot_accounts(4)
+        brains = [RandomPlayer(Random(seat)) for seat in range(4)]
+        game = _make_game(accounts, brains)
+
+        run(api._run_bot_turns(game.gid))
+
+        self.assertTrue(game.bridzik_core.is_completed())
+        # cela hra je zapisana: 4 serie x 8 kol, ended_at nastaveny
+        detail = run(history.get_game_detail(game.gid))
+        self.assertIsNotNone(detail["ended_at"])
+        self.assertEqual(len(detail["rounds"]), history.FULL_GAME_ROUNDS * 4)
+
+    def test_bots_stop_at_human_turn(self):
+        accounts = _make_bot_accounts(3)
+        # sedadlo 0 = clovek; identitu v DB mu robi dalsi (nepouzity) boti
+        # ucet -- pre historiu je to len player_id, wrapper bez mozgu = clovek
+        human_acc = run(bots.ensure_bot_account(
+            "random", {a["player_id"] for a in accounts}
+        ))
+        game = _make_game(
+            [human_acc] + accounts,
+            [None, HeuristicPlayer(Random(1), n_samples=20),
+             RandomPlayer(Random(2)), RandomPlayer(Random(3))],
+        )
+        core = game.bridzik_core
+        rnd = core.series[-1].get_last_round()
+
+        async def scenario():
+            # na tahu je clovek (first_player serie 0 je sedadlo 0) -> boti nic
+            await api._run_bot_turns(game.gid)
+            self.assertEqual(len(rnd.guesses), 0)
+            # clovek tipne -> boti dotipuju a hraju az po dalsi tah cloveka
+            core.add_player_guess(0, 1)
+            await api._run_bot_turns(game.gid)
+
+        run(scenario())
+        self.assertTrue(rnd.is_guessing_completed())
+        self.assertEqual(rnd.get_active_player(), 0)
+
+    def test_add_and_remove_bot_handlers(self):
+        async def scenario():
+            gid = str(uuid.uuid4())
+            api.games[gid] = api.Game(gid, "lobby-test")
+            host = api.Player("sid-host", "hostiteľ", 0, 999_100)
+            api.games[gid].players.append(host)
+            api.sessions["sid-host"] = {"gid": gid, "order": 0}
+            api.sessions["sid-guest"] = {"gid": gid, "order": 1}
+
+            # nehostitel nesmie pridat bota
+            await api.add_bot("sid-guest", gid)
+            self.assertEqual(len(api.games[gid].players), 1)
+
+            # hostitel prida dvoch botov -> rozne ucty, najnizsie volne sedadla
+            await api.add_bot("sid-host", gid)
+            await api.add_bot("sid-host", gid, "random")
+            players = api.games[gid].players
+            self.assertEqual(len(players), 3)
+            bots_added = [p for p in players if p.is_bot]
+            self.assertEqual(len(bots_added), 2)
+            self.assertEqual({p.order for p in bots_added}, {1, 2})
+            self.assertNotEqual(bots_added[0].player_id, bots_added[1].player_id)
+            self.assertIsNotNone(bots_added[0].brain)
+
+            # remove_bot: odmietne cloveka, odoberie bota
+            await api.remove_bot("sid-host", gid, 0)
+            self.assertEqual(len(api.games[gid].players), 3)
+            await api.remove_bot("sid-host", gid, 1)
+            self.assertEqual(len(api.games[gid].players), 2)
+            self.assertIsNone(api.games[gid].player_by_order(1))
+
+        run(scenario())
+
+    def test_restore_marks_bots(self):
+        from bridzik import Bridzik
+        info = {
+            "gid": str(uuid.uuid4()),
+            "name": "obnova",
+            "seats": [(1, "alice"), (2, "bot:heuristic-1"),
+                      (3, "bot:random-1"), (4, "bob")],
+            "core": Bridzik(),
+        }
+        game = api._load_game_into_memory(info)
+        self.assertFalse(game.players[0].is_bot)
+        self.assertFalse(game.players[0].connected)
+        self.assertTrue(game.players[1].is_bot)
+        self.assertTrue(game.players[1].connected)
+        self.assertIsInstance(game.players[1].brain, HeuristicPlayer)
+        self.assertIsInstance(game.players[2].brain, RandomPlayer)
+
+
+if __name__ == '__main__':
+    unittest.main(verbosity=2)

tests/test_encoding.py

@@ -0,0 +1,296 @@
+import copy
+import random
+import unittest
+
+from bridzik import cards, Card, Card_colors, Card_values, BridzikException, Round
+from rl.encoding import (
+    COLORS, VALUES, N_CARDS, N_GUESS_ACTIONS, N_PLAY_ACTIONS,
+    OFF_HAND, OFF_SEEN, OFF_ROUND, OFF_PHASE, OFF_GUESSES, OFF_TRICKS,
+    OFF_STASH, OFF_STASH_LEADER, OFF_VOIDS, OBS_DIM,
+    card_index, deduce_voids, index_card, relative_seat, encode_observation,
+    guess_mask, play_mask,
+)
+
+
+class CardIndexCase(unittest.TestCase):
+    def test_roundtrip_and_uniqueness(self):
+        indexes = set()
+        for card in cards:
+            idx = card_index(card)
+            self.assertIn(idx, range(N_CARDS))
+            self.assertEqual(index_card(idx), card)
+            indexes.add(idx)
+        self.assertEqual(len(indexes), N_CARDS)
+
+    def test_layout(self):
+        # farba = blok po 8, hodnota = pozicia v bloku
+        self.assertEqual(card_index(Card(Card_colors['HEARTS'], Card_values['C7'])), 0)
+        self.assertEqual(card_index(Card(Card_colors['HEARTS'], Card_values['ACE'])), 7)
+        self.assertEqual(card_index(Card(COLORS[3], Card_values['ACE'])), 31)
+
+
+class RotationCase(unittest.TestCase):
+    def test_relative_seat(self):
+        for player in range(4):
+            self.assertEqual(relative_seat(player, player), 0)
+            # smer hry = rastuce cislo sedadla mod 4
+            self.assertEqual(relative_seat((player + 1) % 4, player), 1)
+            self.assertEqual(relative_seat((player + 3) % 4, player), 3)
+
+    def test_guesses_rotated_for_all_seats(self):
+        r = Round(0, 2)
+        guesses = {2: 5, 3: 0, 0: 1, 1: 1}
+        for seat in [2, 3, 0, 1]:
+            r.add_player_guess(seat, guesses[seat])
+        for player in range(4):
+            obs = encode_observation(r, player)
+            for seat in range(4):
+                rel = relative_seat(seat, player)
+                self.assertEqual(obs[OFF_GUESSES + 2 * rel], 1.0)
+                self.assertEqual(obs[OFF_GUESSES + 2 * rel + 1], guesses[seat] / 8)
+
+    def test_partial_guesses_flags(self):
+        r = Round(3, 1)
+        r.add_player_guess(1, 2)
+        for player in range(4):
+            obs = encode_observation(r, player)
+            rel = relative_seat(1, player)
+            self.assertEqual(obs[OFF_GUESSES + 2 * rel], 1.0)
+            self.assertEqual(obs[OFF_GUESSES + 2 * rel + 1], 2 / 8)
+            for seat in [0, 2, 3]:
+                rel = relative_seat(seat, player)
+                self.assertEqual(obs[OFF_GUESSES + 2 * rel], 0.0)
+                self.assertEqual(obs[OFF_GUESSES + 2 * rel + 1], 0.0)
+
+
+class ObservationCase(unittest.TestCase):
+    @staticmethod
+    def _deterministic_round():
+        # rovnaka konstrukcia ako v test_engine.RoundCase.test_play_card
+        shuffler = lambda l: None
+        c0 = [Card(Card_colors['BELLS'], Card_values['UPPER']),
+              Card(Card_colors['HEARTS'], Card_values['UPPER'])]
+        c1 = [Card(Card_colors['BELLS'], Card_values['C7']),
+              Card(Card_colors['HEARTS'], Card_values['C10'])]
+        c2 = [Card(Card_colors['BELLS'], Card_values['ACE']),
+              Card(Card_colors['BELLS'], Card_values['C8'])]
+        c3 = [Card(Card_colors['LEAVES'], Card_values['C7']),
+              Card(Card_colors['BELLS'], Card_values['LOWER'])]
+        c = ['dummy'] * 24 + c0 + c1 + c2 + c3
+        r = Round(6, 1, c, shuffler)
+        return r, [c0, c1, c2, c3]
+
+    def test_hand_multi_hot(self):
+        r, hands = self._deterministic_round()
+        for player in range(4):
+            obs = encode_observation(r, player)
+            hand_indexes = {card_index(c) for c in hands[player]}
+            for i in range(N_CARDS):
+                self.assertEqual(obs[OFF_HAND + i], 1.0 if i in hand_indexes else 0.0)
+
+    def test_round_number_and_phase(self):
+        r, _ = self._deterministic_round()
+        obs = encode_observation(r, 0)
+        for i in range(8):
+            self.assertEqual(obs[OFF_ROUND + i], 1.0 if i == 6 else 0.0)
+        self.assertEqual(obs[OFF_PHASE], 1.0)  # tipovacia faza
+
+        for seat, guess in [(1, 0), (2, 0), (3, 1), (0, 2)]:
+            r.add_player_guess(seat, guess)
+        obs = encode_observation(r, 0)
+        self.assertEqual(obs[OFF_PHASE], 0.0)  # hracia faza
+
+    def test_current_stash_slots_and_seen(self):
+        r, hands = self._deterministic_round()
+        for seat, guess in [(1, 0), (2, 0), (3, 1), (0, 2)]:
+            r.add_player_guess(seat, guess)
+
+        # rozohrana kopka: hraju 0 a 1
+        r.play_card(0, hands[0][0])
+        r.play_card(1, hands[1][0])
+        for player in range(4):
+            obs = encode_observation(r, player)
+            slot0 = relative_seat(0, player)
+            slot1 = relative_seat(1, player)
+            self.assertEqual(obs[OFF_STASH + slot0 * N_CARDS + card_index(hands[0][0])], 1.0)
+            self.assertEqual(obs[OFF_STASH + slot1 * N_CARDS + card_index(hands[1][0])], 1.0)
+            self.assertEqual(sum(obs[OFF_STASH:OFF_STASH + 4 * N_CARDS]), 2.0)
+            # leader kopky je hrac 0 (najvyssi tip)
+            self.assertEqual(obs[OFF_STASH_LEADER + relative_seat(0, player)], 1.0)
+            # nic este nie je "videne" -- prva kopka nie je dokoncena
+            self.assertEqual(sum(obs[OFF_SEEN:OFF_SEEN + N_CARDS]), 0.0)
+
+        # dokoncena kopka -> karty sa presunu do SEEN, sloty sa vyprazdnia
+        r.play_card(2, hands[2][0])
+        r.play_card(3, hands[3][1])
+        obs = encode_observation(r, 0)
+        played = [hands[0][0], hands[1][0], hands[2][0], hands[3][1]]
+        for card in played:
+            self.assertEqual(obs[OFF_SEEN + card_index(card)], 1.0)
+        self.assertEqual(sum(obs[OFF_SEEN:OFF_SEEN + N_CARDS]), 4.0)
+        self.assertEqual(sum(obs[OFF_STASH:OFF_STASH + 4 * N_CARDS]), 0.0)
+        # novu kopku vynasa vitaz (hrac 2, BELLS ACE)
+        self.assertEqual(obs[OFF_STASH_LEADER + relative_seat(2, 0)], 1.0)
+        # pocty vyhranych kopiek rotovane
+        for player in range(4):
+            obs = encode_observation(r, player)
+            self.assertEqual(obs[OFF_TRICKS + relative_seat(2, player)], 1 / 8)
+
+    def test_terminal_state_encodable(self):
+        r = Round(7, 0)
+        for seat, guess in [(0, 0), (1, 0), (2, 0), (3, 0)]:
+            try:
+                r.add_player_guess(seat, guess)
+            except BridzikException:
+                r.add_player_guess(seat, 1)
+        while not r.is_completed():
+            player = r.get_active_player()
+            mask = play_mask(r, player)
+            r.play_card(player, index_card(mask.index(True)))
+        obs = encode_observation(r, 0)
+        self.assertEqual(len(obs), OBS_DIM)
+        self.assertEqual(sum(obs[OFF_SEEN:OFF_SEEN + N_CARDS]), 4.0)
+
+
+class VoidsInObservationCase(unittest.TestCase):
+    def test_voids_encoded_and_rotated(self):
+        # hrac 0 vynasa zelen; 2 tromfne (void zelen), 3 hodi gulu (void
+        # zelen aj cerven) -- viz deduce_voids
+        hand0 = [Card(Card_colors['LEAVES'], Card_values['C7']),
+                 Card(Card_colors['LEAVES'], Card_values['C8'])]
+        hand1 = [Card(Card_colors['LEAVES'], Card_values['C9']),
+                 Card(Card_colors['LEAVES'], Card_values['C10'])]
+        hand2 = [Card(Card_colors['HEARTS'], Card_values['C7']),
+                 Card(Card_colors['ACORNS'], Card_values['C7'])]
+        hand3 = [Card(Card_colors['BELLS'], Card_values['C7']),
+                 Card(Card_colors['BELLS'], Card_values['C8'])]
+        rest = [c for c in cards if c not in hand0 + hand1 + hand2 + hand3]
+        deck = rest[:24] + hand0 + hand1 + hand2 + hand3
+        r = Round(6, 0, deck, shuffler=lambda l: None)
+        r.add_player_guess(0, 2)
+        r.add_player_guess(1, 0)
+        r.add_player_guess(2, 0)
+        r.add_player_guess(3, 1)
+
+        obs = encode_observation(r, 0)
+        self.assertEqual(sum(obs[OFF_VOIDS:OFF_VOIDS + 16]), 0.0)
+
+        for seat, card in [(0, hand0[0]), (1, hand1[0]),
+                           (2, hand2[0]), (3, hand3[0])]:
+            r.play_card(seat, card)
+
+        leaves_i = COLORS.index(Card_colors['LEAVES'])
+        hearts_i = COLORS.index(Card_colors['HEARTS'])
+        for player in range(4):
+            obs = encode_observation(r, player)
+            block = lambda seat: obs[OFF_VOIDS + relative_seat(seat, player) * 4:
+                                     OFF_VOIDS + relative_seat(seat, player) * 4 + 4]
+            self.assertEqual(sum(block(0)), 0.0)  # vynasajuci neprezradza nic
+            self.assertEqual(sum(block(1)), 0.0)  # priznal farbu
+            self.assertEqual(block(2)[leaves_i], 1.0)
+            self.assertEqual(sum(block(2)), 1.0)
+            self.assertEqual(block(3)[leaves_i], 1.0)
+            self.assertEqual(block(3)[hearts_i], 1.0)
+            self.assertEqual(sum(block(3)), 2.0)
+
+
+class GuessMaskCase(unittest.TestCase):
+    def test_range_by_round_number(self):
+        for round_number in range(8):
+            r = Round(round_number, 0)
+            mask = guess_mask(r)
+            for g in range(N_GUESS_ACTIONS):
+                self.assertEqual(mask[g], g <= 8 - round_number)
+
+    def test_last_guesser_forbidden_value(self):
+        r = Round(0, 0)
+        r.add_player_guess(0, 2)
+        r.add_player_guess(1, 1)
+        r.add_player_guess(2, 3)
+        mask = guess_mask(r)
+        self.assertFalse(mask[2])  # 2+1+3+2 == 8 kopiek -> zakazane
+        for g in [0, 1, 3, 4, 5, 6, 7, 8]:
+            self.assertTrue(mask[g])
+
+    def test_forbidden_value_out_of_range(self):
+        # sucet tipov > pocet kopiek -> zakazana hodnota by bola zaporna,
+        # ziadne dodatocne maskovanie
+        r = Round(0, 0)
+        r.add_player_guess(0, 8)
+        r.add_player_guess(1, 5)
+        r.add_player_guess(2, 0)
+        mask = guess_mask(r)
+        self.assertEqual(mask, [True] * 9)
+
+
+class MaskEngineConsistencyCase(unittest.TestCase):
+    """Fuzz: maska presne zrkadli engine -- povolena akcia NIKDY nezlyha,
+    zakazana akcia VZDY vyhodi BridzikException."""
+
+    def _check_guess_mask(self, rnd, player, mask):
+        for g in range(N_GUESS_ACTIONS):
+            if mask[g]:
+                copy.deepcopy(rnd).add_player_guess(player, g)
+            else:
+                with self.assertRaises(BridzikException):
+                    rnd.add_player_guess(player, g)
+
+    def _check_play_mask(self, rnd, player, mask):
+        self.assertIn(True, mask)  # aktivny hrac ma vzdy legalny tah
+        for i in range(N_PLAY_ACTIONS):
+            if mask[i]:
+                copy.deepcopy(rnd).play_card(player, index_card(i))
+            else:
+                with self.assertRaises(BridzikException):
+                    rnd.play_card(player, index_card(i))
+
+    def _check_observation(self, rnd, player):
+        obs = encode_observation(rnd, player)
+        self.assertEqual(len(obs), OBS_DIM)
+        for v in obs:
+            self.assertGreaterEqual(v, 0.0)
+            self.assertLessEqual(v, 1.0)
+        hand = {card_index(c) for c in rnd.player_cards[player]}
+        for i in range(N_CARDS):
+            self.assertEqual(obs[OFF_HAND + i], 1.0 if i in hand else 0.0)
+            if i in hand:  # ruka a videne karty su disjunktne
+                self.assertEqual(obs[OFF_SEEN + i], 0.0)
+        # zakodovany void nikdy neprotireci realnej ruke hraca
+        for seat in range(4):
+            rel = relative_seat(seat, player)
+            held = {c.color for c in rnd.player_cards[seat]}
+            for ci, color in enumerate(COLORS):
+                if obs[OFF_VOIDS + rel * 4 + ci] == 1.0:
+                    self.assertNotIn(color, held)
+
+    def _fuzz_round(self, rng, round_number, first_player):
+        rnd = Round(round_number, first_player)
+        for _ in range(4):
+            player = rnd.get_active_player()
+            self._check_observation(rnd, player)
+            mask = guess_mask(rnd)
+            self._check_guess_mask(rnd, player, mask)
+            rnd.add_player_guess(
+                player, rng.choice([g for g in range(N_GUESS_ACTIONS) if mask[g]])
+            )
+        while not rnd.is_completed():
+            player = rnd.get_active_player()
+            self._check_observation(rnd, player)
+            mask = play_mask(rnd, player)
+            self._check_play_mask(rnd, player, mask)
+            rnd.play_card(
+                player, index_card(rng.choice([i for i in range(N_PLAY_ACTIONS) if mask[i]]))
+            )
+        # kolo dohrane do konca cisto cez masky -> bodovanie funguje
+        self.assertEqual(len(rnd.get_points_summary()), 4)
+
+    def test_fuzz_all_round_numbers_and_seats(self):
+        rng = random.Random(1337)
+        for round_number in range(8):
+            for first_player in range(4):
+                for _ in range(3):
+                    self._fuzz_round(rng, round_number, first_player)
+
+
+if __name__ == '__main__':
+    unittest.main(verbosity=2)

tests/test_engine.py

@@ -1,5 +1,5 @@
 import unittest
-from game import Stash, cards, Card_colors, Card_values,\
+from bridzik import Stash, cards, Card_colors, Card_values,\
                     RuleException, BridzikException, Card, Round
 
 class StashCase(unittest.TestCase):
@@ -121,6 +121,16 @@ class StashCase(unittest.TestCase):
         self.assertRaises(BridzikException, s.get_active_player)
 
 
+class CardCase(unittest.TestCase):
+    def test_hashable_consistent_with_eq(self):
+        # vlastne __eq__ nesmie zrusit hashovatelnost (dict/set pouzitie)
+        heart_7 = Card(Card_colors['HEARTS'], Card_values['C7'])
+        self.assertEqual(hash(heart_7), hash(Card(Card_colors['HEARTS'], Card_values['C7'])))
+        self.assertEqual(len(set(cards)), 32)
+        self.assertEqual({Card_colors['HEARTS']: 1}[Card_colors['HEARTS']], 1)
+        self.assertEqual({Card_values['ACE']: 1}[Card_values['ACE']], 1)
+
+
 class RoundCase(unittest.TestCase):
     def test_round_constructor(self):
         self.assertRaises(BridzikException, Round, round_number=8, first_player=0)
@@ -185,9 +195,9 @@ class RoundCase(unittest.TestCase):
         self.assertEqual(r.get_active_player(), 2)
         r.add_player_guess(2, 0)
         self.assertEqual(r.get_active_player(), 3)
-        r.add_player_guess(3, 2)
+        r.add_player_guess(3, 1)
         self.assertEqual(r.get_active_player(), 0)
-        r.add_player_guess(0, 4)
+        r.add_player_guess(0, 2)
         self.assertEqual(r.get_active_player(), 0)
 
         r.play_card(0, r.player_cards[0][0])
@@ -256,7 +266,7 @@ class RoundCase(unittest.TestCase):
         r.add_player_guess(1, 1)
         r.add_player_guess(2, 0)
         r.add_player_guess(3, 2)
-        r.add_player_guess(0, 4)
+        r.add_player_guess(0, 1)
         self.assertTrue(r.is_guessing_completed())
 
     def test_get_last_stash(self):

tests/test_history.py

@@ -0,0 +1,313 @@
+"""Testy persistentnej vrstvy (db/ + api/history.py + api/auth.py).
+
+Bezia na docasnom SQLite subore. Engine sa nepouziva priamo -- pre zapisovu
+logiku staci lahky stub, ktory zrkadli rozhranie bridzik.Bridzik (series ->
+rounds -> guesses/get_points_summary). Cisty engine ma vlastne testy v tests.py.
+"""
+
+import asyncio
+import os
+import tempfile
+import unittest
+import uuid
+from types import SimpleNamespace
+
+# Nastav DB/ENCRYPTION_KEY PRED importom db/api modulov -- engine sa vytvara pri importe.
+_DB_FILE = os.path.join(tempfile.gettempdir(), f"bridzik_test_{uuid.uuid4().hex}.db")
+os.environ["DATABASE_URL"] = "sqlite+aiosqlite:///" + _DB_FILE.replace("\\", "/")
+
+from cryptography.fernet import Fernet  # noqa: E402
+
+os.environ.setdefault("ENCRYPTION_KEY", Fernet.generate_key().decode())
+
+import pyotp  # noqa: E402
+from sqlalchemy import select  # noqa: E402
+
+from api import auth, history  # noqa: E402
+from db import crypto  # noqa: E402
+from db.db import async_session, init_db  # noqa: E402
+from db.models import Player  # noqa: E402
+
+
+def run(coro):
+    return asyncio.run(coro)
+
+
+def make_core(completed=True):
+    """Stub jednej hry s jednym dohratym kolom (seria 0, kolo 0)."""
+    rnd = SimpleNamespace(
+        round_number=0,
+        guesses={0: 2, 1: 1, 2: 0, 3: 1},
+        is_completed=lambda: True,
+        get_points_summary=lambda: [12, 0, 10, 11],
+    )
+    series = SimpleNamespace(
+        series_number=0, rounds=[rnd], get_last_round=lambda: rnd
+    )
+    return SimpleNamespace(series=[series], is_completed=lambda: completed)
+
+
+class HistoryCase(unittest.TestCase):
+    @classmethod
+    def setUpClass(cls):
+        run(init_db())
+
+    def _make_players(self, n=4):
+        ids = []
+        for _ in range(n):
+            username = "u_" + uuid.uuid4().hex[:8]
+            data = run(auth.register_account(username))
+            ident = run(auth.confirm_account(username, pyotp.TOTP(data["secret"]).now()))
+            ids.append(ident["player_id"])
+        return ids
+
+    @staticmethod
+    def _next_step_code(secret):
+        """Kod pre NASLEDUJUCI casovy krok -- confirm uz spotreboval aktualny."""
+        return pyotp.TOTP(secret).at((auth._current_step() + 1) * auth.TOTP_PERIOD)
+
+    def test_register_login_token(self):
+        username = "alice_" + uuid.uuid4().hex[:6]
+        data = run(auth.register_account(username))
+        self.assertIn("otpauth_uri", data)
+
+        # Nedokoncena registracia: opakovany register vyda NOVY secret
+        data = run(auth.register_account(username))
+        self.assertIn("otpauth_uri", data)
+
+        # Login pred potvrdenim -> RegistrationIncomplete (novy QR namiesto chyby)
+        with self.assertRaises(auth.RegistrationIncomplete):
+            run(auth.login(username, "000000"))
+
+        code = pyotp.TOTP(data["secret"]).now()
+        ident = run(auth.confirm_account(username, code))
+        self.assertEqual(ident["username"], username)
+        self.assertTrue(ident["token"])
+
+        # Po potvrdeni je uz meno obsadene
+        with self.assertRaises(auth.AuthError):
+            run(auth.register_account(username))
+
+        # Token sa da spatne rozlustit na identitu
+        resolved = run(auth.player_by_token(ident["token"]))
+        self.assertEqual(resolved["player_id"], ident["player_id"])
+
+        # Zly kod neprejde
+        with self.assertRaises(auth.AuthError):
+            run(auth.login(username, "000000"))
+
+    def test_reissued_secret_invalidates_old_qr(self):
+        username = "fred_" + uuid.uuid4().hex[:6]
+        old = run(auth.register_account(username))
+        new = run(auth.register_account(username))
+        self.assertNotEqual(old["secret"], new["secret"])
+
+        # Kod zo stareho QR uz neplati, z noveho ano
+        with self.assertRaises(auth.AuthError):
+            run(auth.confirm_account(username, pyotp.TOTP(old["secret"]).now()))
+        ident = run(auth.confirm_account(username, pyotp.TOTP(new["secret"]).now()))
+        self.assertEqual(ident["username"], username)
+
+    def test_login_lockout_after_repeated_failures(self):
+        username = "bob_" + uuid.uuid4().hex[:6]
+        data = run(auth.register_account(username))
+        run(auth.confirm_account(username, pyotp.TOTP(data["secret"]).now()))
+
+        for _ in range(auth._LOGIN_ATTEMPT_LIMIT):
+            with self.assertRaises(auth.AuthError):
+                run(auth.login(username, "000000"))
+
+        # Lockout odmietne aj spravny kod, kym neubehne okno
+        with self.assertRaises(auth.AuthError):
+            run(auth.login(username, self._next_step_code(data["secret"])))
+
+    def test_successful_login_clears_failed_attempts(self):
+        username = "carol_" + uuid.uuid4().hex[:6]
+        data = run(auth.register_account(username))
+        run(auth.confirm_account(username, pyotp.TOTP(data["secret"]).now()))
+
+        for _ in range(auth._LOGIN_ATTEMPT_LIMIT - 1):
+            with self.assertRaises(auth.AuthError):
+                run(auth.login(username, "000000"))
+
+        ident = run(auth.login(username, self._next_step_code(data["secret"])))
+        self.assertEqual(ident["username"], username)
+        self.assertNotIn(username, auth._failed_attempts)
+
+    def test_record_rounds_and_idempotency(self):
+        ids = self._make_players()
+        gid = str(uuid.uuid4())
+        core = make_core()
+
+        run(history.record_game_started(gid, "Test", ids))
+        run(history.record_completed_rounds(gid, core))
+        # Opakovany zapis nesmie zalozit duplikaty.
+        run(history.record_completed_rounds(gid, core))
+
+        detail = run(history.get_game_detail(gid))
+        self.assertIsNotNone(detail)
+        self.assertEqual(len(detail["rounds"]), 4)  # 4 hraci x 1 kolo
+
+        by_seat = {r["player_id"]: r for r in detail["rounds"]}
+        # Body podla get_points_summary; won = points > 0.
+        self.assertEqual(by_seat[ids[0]]["points"], 12)
+        self.assertTrue(by_seat[ids[0]]["won"])
+        self.assertEqual(by_seat[ids[1]]["points"], 0)
+        self.assertFalse(by_seat[ids[1]]["won"])
+        self.assertIsNotNone(detail["ended_at"])  # core.is_completed() -> ended
+
+    def test_rebuild_core_position(self):
+        # Z dvoch cisel sa obnovi spravna pozicia a karty sa rozdaju nanovo.
+        core = history.rebuild_core(2, 3)
+        self.assertEqual(core.series[-1].series_number, 2)
+        last_round = core.series[-1].get_last_round()
+        self.assertEqual(last_round.round_number, 3)
+        # V kole 3 ma kazdy hrac 8 - 3 = 5 kariet.
+        self.assertEqual(len(core.get_player_cards(0)), 5)
+
+    def test_restore_game_from_db(self):
+        ids = self._make_players()
+        gid = str(uuid.uuid4())
+        run(history.record_game_started(gid, "Test", ids))
+        run(history.record_completed_rounds(gid, make_core()))  # zapise poziciu
+
+        restored = run(history.restore_game_core(gid))
+        self.assertIsNotNone(restored)
+        # make_core() je seria 0, kolo 0 -> pozicia 0/0
+        self.assertEqual(restored.series[-1].series_number, 0)
+        self.assertEqual(restored.series[-1].get_last_round().round_number, 0)
+
+    def test_unfinished_games_listed(self):
+        ids = self._make_players()
+        gid = str(uuid.uuid4())
+        run(history.record_game_started(gid, "Nedohrata", ids))
+        run(history.record_completed_rounds(gid, make_core(completed=False)))
+
+        rows = run(history.get_unfinished_games())
+        mine = next((g for g in rows if g["gid"] == gid), None)
+        self.assertIsNotNone(mine)
+        self.assertEqual(mine["name"], "Nedohrata")
+        self.assertEqual(len(mine["seats"]), 4)
+        self.assertEqual(mine["seats"][0][0], ids[0])  # player_id na sedadle 0
+        self.assertIsNotNone(mine["core"])  # uz postaveny Bridzik
+
+    def test_mark_game_ended_removes_from_unfinished(self):
+        ids = self._make_players()
+        gid = str(uuid.uuid4())
+        run(history.record_game_started(gid, "Vzdana", ids))
+        run(history.record_completed_rounds(gid, make_core(completed=False)))
+        self.assertTrue(any(g["gid"] == gid for g in run(history.get_unfinished_games())))
+
+        run(history.mark_game_ended(gid))
+        self.assertFalse(any(g["gid"] == gid for g in run(history.get_unfinished_games())))
+
+    def test_reopen_prematurely_ended_game(self):
+        ids = self._make_players()
+        gid = str(uuid.uuid4())
+        run(history.record_game_started(gid, "Vzdana", ids))
+        run(history.record_completed_rounds(gid, make_core(completed=False)))
+        run(history.mark_game_ended(gid))
+
+        # V historii sa ukazuje ako predcasne ukoncena (nie naplno dohrana).
+        rows = run(history.get_player_history(ids[0]))
+        mine = next(g for g in rows if g["gid"] == gid)
+        self.assertFalse(mine["completed"])
+
+        # Cudzi hrac ju obnovit nemoze.
+        outsider = self._make_players(1)[0]
+        self.assertIsNone(run(history.reopen_game(gid, outsider)))
+
+        # Clen ju obnovi -> ended_at sa zmaze a hra je zas medzi nedohratymi.
+        info = run(history.reopen_game(gid, ids[0]))
+        self.assertIsNotNone(info)
+        self.assertEqual(len(info["seats"]), 4)
+        self.assertTrue(any(g["gid"] == gid for g in run(history.get_unfinished_games())))
+        # A teda uz nie je v historii (zobrazuju sa iba ukoncene hry).
+        self.assertFalse(any(g["gid"] == gid for g in run(history.get_player_history(ids[0]))))
+
+    def test_standings_from_db(self):
+        ids = self._make_players()
+        gid = str(uuid.uuid4())
+        run(history.record_game_started(gid, "Test", ids))
+        run(history.record_completed_rounds(gid, make_core()))
+
+        standings, guesses = run(history.get_standings(gid))
+        # 1 seria, 1 kolo. Body podla sedadiel zo stubu [12, 0, 10, 11],
+        # tipy zo stubu {0: 2, 1: 1, 2: 0, 3: 1}.
+        self.assertEqual(standings, [[[12, 0, 10, 11]]])
+        self.assertEqual(guesses, [[[2, 1, 0, 1]]])
+
+    def test_player_history(self):
+        ids = self._make_players()
+        gid = str(uuid.uuid4())
+        run(history.record_game_started(gid, "Test", ids))
+        run(history.record_completed_rounds(gid, make_core()))
+
+        rows = run(history.get_player_history(ids[0]))
+        self.assertTrue(any(g["gid"] == gid for g in rows))
+        mine = next(g for g in rows if g["gid"] == gid)
+        self.assertEqual(mine["my_points"], 12)
+        self.assertEqual(len(mine["players"]), 4)
+
+    def test_totp_secret_stored_encrypted_not_plaintext(self):
+        username = "dave_" + uuid.uuid4().hex[:6]
+        data = run(auth.register_account(username))
+
+        async def _raw_secret():
+            async with async_session() as session:
+                return await session.scalar(
+                    select(Player.totp_secret).where(Player.username == username)
+                )
+
+        stored = run(_raw_secret())
+        self.assertNotEqual(stored, data["secret"])
+        self.assertEqual(crypto.decrypt(stored), data["secret"])
+
+    def test_auth_token_stored_hashed_not_plaintext(self):
+        username = "erin_" + uuid.uuid4().hex[:6]
+        data = run(auth.register_account(username))
+        ident = run(auth.confirm_account(username, pyotp.TOTP(data["secret"]).now()))
+
+        async def _raw_token():
+            async with async_session() as session:
+                return await session.scalar(
+                    select(Player.auth_token).where(Player.username == username)
+                )
+
+        stored = run(_raw_token())
+        self.assertNotEqual(stored, ident["token"])
+        self.assertEqual(stored, crypto.hash_token(ident["token"]))
+
+
+class CryptoCase(unittest.TestCase):
+    def test_encrypt_decrypt_roundtrip(self):
+        secret = "JBSWY3DPEHPK3PXP"
+        ciphertext = crypto.encrypt(secret)
+        self.assertNotEqual(ciphertext, secret)
+        self.assertEqual(crypto.decrypt(ciphertext), secret)
+
+    def test_hash_token_is_deterministic_and_distinct(self):
+        self.assertEqual(crypto.hash_token("abc"), crypto.hash_token("abc"))
+        self.assertNotEqual(crypto.hash_token("abc"), crypto.hash_token("abd"))
+
+    def test_missing_key_raises(self):
+        saved = os.environ.pop("ENCRYPTION_KEY")
+        try:
+            with self.assertRaises(RuntimeError):
+                crypto.encrypt("x")
+        finally:
+            os.environ["ENCRYPTION_KEY"] = saved
+
+
+def tearDownModule():
+    from db.db import engine
+
+    run(engine.dispose())
+    try:
+        os.remove(_DB_FILE)
+    except OSError:
+        pass
+
+
+if __name__ == "__main__":
+    unittest.main()

tests/test_pure_net.py

@@ -0,0 +1,155 @@
+"""Testy presnosti cisto-Python inferencie (rl/pure_net.py) voci torch.
+
+Jadro suity: na zivych observaciach z nahodne rozohranych kol sa porovnavaju
+logity a zvolene akcie pure-Python siete s torch sietou nacitanou z toho
+isteho checkpointu. Case bez torch (cisty beh, legalnost, determinizmus)
+bezia vzdy; porovnavacie case sa preskocia, ak torch nie je nainstalovany.
+"""
+
+import copy
+import os
+import unittest
+from random import Random
+
+from bridzik import Round
+from rl.encoding import encode_observation, guess_mask, index_card, play_mask
+from rl.env import PHASE_GUESS, RoundEnv
+from rl.evaluate import play_round
+from rl.players import RandomPlayer
+from rl.pure_net import DEFAULT_WEIGHTS_PATH, PureNet, PureNeuralPlayer
+
+WEIGHTS_AVAILABLE = os.path.exists(DEFAULT_WEIGHTS_PATH)
+
+try:
+    import torch
+    from rl.policy_player import NeuralPlayer
+    from rl.train import load_checkpoint
+    TORCH_AVAILABLE = True
+except ImportError:  # pragma: no cover
+    TORCH_AVAILABLE = False
+
+CHECKPOINT = os.path.join('rl', 'checkpoints', 'latest.pt')
+
+
+def _random_decision_points(rng, n_rounds=12):
+    """Vygeneruje zive rozhodovacie body (rnd, seat, faza) nahodnou hrou."""
+    env = RoundEnv(rng)
+    points = []
+    for i in range(n_rounds):
+        decision = env.reset(round_number=i % 8)
+        while True:
+            # snapshot -- env.round sa dalsou hrou mutuje
+            points.append((copy.deepcopy(env.round), decision.player, decision.phase))
+            action = rng.choice([a for a, ok in enumerate(decision.mask) if ok])
+            decision, rewards, done = env.step(action)
+            if done:
+                break
+    return points
+
+
+@unittest.skipUnless(WEIGHTS_AVAILABLE, 'chyba export vah (py -m rl.export)')
+class PureOnlyCase(unittest.TestCase):
+    """Bezi aj bez torch -- presne to, co pobezi v produkcii."""
+
+    @classmethod
+    def setUpClass(cls):
+        cls.player = PureNeuralPlayer.load()
+
+    def test_plays_legal_full_rounds(self):
+        env = RoundEnv(Random(1))
+        players = [self.player, self.player,
+                   RandomPlayer(Random(2)), RandomPlayer(Random(3))]
+        for round_number in range(8):
+            rewards = play_round(players, env, round_number)
+            self.assertEqual(len(rewards), 4)
+
+    def test_deterministic(self):
+        r = Round(2, 0)
+        self.assertEqual(self.player.guess(r, 0), self.player.guess(r, 0))
+
+    def test_respects_masks(self):
+        rng = Random(4)
+        for rnd, seat, phase in _random_decision_points(rng, n_rounds=8):
+            if phase == PHASE_GUESS:
+                self.assertTrue(guess_mask(rnd)[self.player.guess(rnd, seat)])
+            else:
+                self.assertTrue(play_mask(rnd, seat)[self.player.play(rnd, seat)])
+
+
+@unittest.skipUnless(WEIGHTS_AVAILABLE and TORCH_AVAILABLE
+                     and os.path.exists(CHECKPOINT),
+                     'treba torch + checkpoint + export vah')
+class TorchParityCase(unittest.TestCase):
+    """Zhoda pure-Python inferencie s torch na tom istom checkpointe."""
+
+    @classmethod
+    def setUpClass(cls):
+        cls.pure = PureNet.load()
+        cls.torch_net = load_checkpoint(CHECKPOINT)
+        cls.torch_net.eval()
+        cls.points = _random_decision_points(Random(7), n_rounds=16)
+
+    def _torch_logits(self, obs, phase):
+        with torch.no_grad():
+            guess_logits, play_logits, _ = self.torch_net(
+                torch.tensor(obs, dtype=torch.float32).unsqueeze(0)
+            )
+        t = guess_logits if phase == PHASE_GUESS else play_logits
+        return t.squeeze(0).tolist()
+
+    def test_logits_match(self):
+        """Logity sa zhoduju na ~1e-4 (rozdiel = len poradie scitovania
+        float32 vs float64, ziadna strata z exportu -- vahy su bit-exact)."""
+        worst = 0.0
+        for rnd, seat, phase in self.points:
+            obs = encode_observation(rnd, seat)
+            pure = self.pure.guess_logits(obs) if phase == PHASE_GUESS \
+                else self.pure.play_logits(obs)
+            ref = self._torch_logits(obs, phase)
+            for a, b in zip(pure, ref):
+                worst = max(worst, abs(a - b))
+        self.assertLess(worst, 1e-3, f'najvacsi rozdiel logitov: {worst}')
+
+    def test_actions_match(self):
+        """Zvolena akcia je identicka vzdy, ked nejde o numericku remizu
+        (top-2 logity blizsie nez 1e-3 -- prakticky nenastava)."""
+        player = PureNeuralPlayer(self.pure)
+        torch_player = NeuralPlayer(self.torch_net, greedy=True)
+        compared = ties = 0
+        for rnd, seat, phase in self.points:
+            obs = encode_observation(rnd, seat)
+            if phase == PHASE_GUESS:
+                a, b = player.guess(rnd, seat), torch_player.guess(rnd, seat)
+                mask = guess_mask(rnd)
+                logits = self.pure.guess_logits(obs)
+            else:
+                a, b = player.play(rnd, seat), torch_player.play(rnd, seat)
+                mask = play_mask(rnd, seat)
+                logits = self.pure.play_logits(obs)
+            allowed = sorted((logits[i] for i in range(len(mask)) if mask[i]),
+                             reverse=True)
+            if len(allowed) > 1 and allowed[0] - allowed[1] < 1e-3:
+                ties += 1  # numericka remiza -- volba je legitimne lubovolna
+                continue
+            compared += 1
+            self.assertEqual(a, b, f'akcie sa lisia mimo remizy ({phase})')
+        self.assertGreater(compared, 50)  # test realne porovnaval
+
+    def test_full_rounds_identical_trajectories(self):
+        """Dve identicke partie: pure aj torch hrac na vsetkych 4 sedadlach
+        s rovnakym rozdanim musia zahrat uplne rovnake kolo."""
+        pure_player = PureNeuralPlayer(self.pure)
+        torch_player = NeuralPlayer(self.torch_net, greedy=True)
+        for round_number in range(8):
+            results = []
+            for player in (pure_player, torch_player):
+                env = RoundEnv(Random(100 + round_number))
+                rewards = play_round([player] * 4, env, round_number)
+                results.append((rewards,
+                                sorted(str(s.get_cards())
+                                       for s in env.round.stashes)))
+            self.assertEqual(results[0], results[1])
+
+
+if __name__ == '__main__':
+    unittest.main(verbosity=2)

tests/test_rl_players.py

@@ -0,0 +1,316 @@
+import unittest
+from random import Random
+
+from bridzik import cards, Card, Card_colors, Card_values, Round
+from rl.encoding import card_index, index_card, legal_cards
+from rl.env import Decision, PHASE_GUESS, PHASE_PLAY, RoundEnv
+from rl.evaluate import evaluate, play_round
+from rl.players import (
+    HeuristicPlayer, McPlayer, RandomPlayer,
+    _beats, _current_best, deal_consistent, deduce_voids,
+    mc_guess_distribution, simulate_tricks,
+)
+
+
+class RoundEnvCase(unittest.TestCase):
+    def test_episode_structure(self):
+        env = RoundEnv(Random(42))
+        decision = env.reset(round_number=6, first_player=1)
+        rng = Random(0)
+
+        # prve 4 rozhodnutia su tipy, v poradi od first_player
+        expected_guessers = [1, 2, 3, 0]
+        for expected in expected_guessers:
+            self.assertIsInstance(decision, Decision)
+            self.assertEqual(decision.phase, PHASE_GUESS)
+            self.assertEqual(decision.player, expected)
+            action = rng.choice([g for g in range(9) if decision.mask[g]])
+            decision, rewards, done = env.step(action)
+            self.assertIsNone(rewards)
+            self.assertFalse(done)
+
+        # potom hracie rozhodnutia az po terminal: 2 karty x 4 hraci
+        steps = 0
+        while True:
+            self.assertEqual(decision.phase, PHASE_PLAY)
+            self.assertEqual(decision.player, env.round.get_active_player())
+            action = rng.choice([i for i in range(32) if decision.mask[i]])
+            decision, rewards, done = env.step(action)
+            steps += 1
+            if done:
+                break
+        self.assertEqual(steps, 8)
+        self.assertIsNone(decision)
+        self.assertEqual(rewards, env.round.get_points_summary())
+        self.assertEqual(len(rewards), 4)
+
+        # po done sa step neda volat, reset zacne novu epizodu
+        self.assertRaises(RuntimeError, env.step, 0)
+        self.assertIsInstance(env.reset(), Decision)
+
+    def test_reset_samples_round_and_seat(self):
+        env = RoundEnv(Random(7))
+        seen_rounds, seen_seats = set(), set()
+        for _ in range(100):
+            env.reset()
+            seen_rounds.add(env.round.round_number)
+            seen_seats.add(env.round.first_player)
+        self.assertEqual(seen_rounds, set(range(8)))
+        self.assertEqual(seen_seats, set(range(4)))
+
+    def test_deterministic_with_seed(self):
+        rewards = []
+        for _ in range(2):
+            env = RoundEnv(Random(123))
+            players = [RandomPlayer(Random(5)) for _ in range(4)]
+            rewards.append(play_round(players, env, round_number=0))
+        self.assertEqual(rewards[0], rewards[1])
+
+
+class SimulationHelpersCase(unittest.TestCase):
+    def test_beats(self):
+        heart_7 = Card(Card_colors['HEARTS'], Card_values['C7'])
+        heart_8 = Card(Card_colors['HEARTS'], Card_values['C8'])
+        leaves_ace = Card(Card_colors['LEAVES'], Card_values['ACE'])
+        leaves_king = Card(Card_colors['LEAVES'], Card_values['KING'])
+        bells_ace = Card(Card_colors['BELLS'], Card_values['ACE'])
+
+        self.assertTrue(_beats(leaves_ace, leaves_king))   # vyssia vo farbe
+        self.assertFalse(_beats(leaves_king, leaves_ace))
+        self.assertTrue(_beats(heart_7, leaves_ace))       # tromf bije farbu
+        self.assertFalse(_beats(bells_ace, leaves_king))   # cudzia farba neberie
+        self.assertTrue(_beats(heart_8, heart_7))          # tromfy medzi sebou
+        self.assertFalse(_beats(leaves_ace, heart_7))      # farba nebije tromf
+
+    def test_current_best_tracks_stash(self):
+        from bridzik import Stash
+        leaves_7 = Card(Card_colors['LEAVES'], Card_values['C7'])
+        leaves_ace = Card(Card_colors['LEAVES'], Card_values['ACE'])
+        heart_7 = Card(Card_colors['HEARTS'], Card_values['C7'])
+
+        self.assertIsNone(_current_best(None))
+        s = Stash(0)
+        self.assertIsNone(_current_best(s))
+        s.add_card(0, leaves_7)
+        self.assertEqual(_current_best(s), leaves_7)
+        s.add_card(1, leaves_ace)
+        self.assertEqual(_current_best(s), leaves_ace)
+        s.add_card(2, heart_7)
+        self.assertEqual(_current_best(s), heart_7)
+
+    def test_simulate_tricks_consumes_hands(self):
+        rng = Random(3)
+        deck = list(cards)
+        rng.shuffle(deck)
+        hands = {seat: deck[seat * 8:(seat + 1) * 8] for seat in range(4)}
+        tricks = simulate_tricks(hands, leader=2, rng=rng)
+        self.assertEqual(sum(tricks), 8)
+        for seat in range(4):
+            self.assertEqual(hands[seat], [])
+
+
+class HeuristicPlayerCase(unittest.TestCase):
+    @staticmethod
+    def _round_with_hand(player0_hand):
+        # deterministicke rozdanie: player0_hand ide hracovi 0, zvysok dalej;
+        # deal_starting_cards najprv zahodi 4*round_number kariet, preto
+        # treba ruku umiestnit az ZA odkladaciu kopu
+        round_number = 8 - len(player0_hand)
+        rest = [c for c in cards if c not in player0_hand]
+        skip = 4 * round_number
+        deck = rest[:skip] + list(player0_hand) + rest[skip:]
+        return Round(round_number, 0, deck, shuffler=lambda l: None)
+
+    def test_mc_guess_all_hearts_is_certain(self):
+        # 8 cerveni = tromfy beru kazdu kopku bez ohladu na rozdanie a hru
+        all_hearts = [Card(Card_colors['HEARTS'], v) for v in Card_values]
+        r = self._round_with_hand(all_hearts)
+        counts = mc_guess_distribution(r, 0, n_samples=30, rng=Random(1))
+        self.assertEqual(counts, {8: 30})
+        self.assertEqual(HeuristicPlayer(Random(1), n_samples=30).guess(r, 0), 8)
+
+    def test_mc_guess_weak_hand_low(self):
+        # dve najnizsie necervene karty -> tip 0 s prehladom
+        weak = [Card(Card_colors['LEAVES'], Card_values['C7']),
+                Card(Card_colors['BELLS'], Card_values['C7'])]
+        r = self._round_with_hand(weak)
+        self.assertEqual(HeuristicPlayer(Random(2), n_samples=60).guess(r, 0), 0)
+
+    def test_mc_guess_respects_mask(self):
+        # posledny tipujuci: zakazana hodnota nesmie byt vratena, ani ked
+        # je modom rozdelenia
+        all_hearts = [Card(Card_colors['HEARTS'], v) for v in Card_values]
+        r = self._round_with_hand(all_hearts)
+        r.add_player_guess(0, 0)
+        r.add_player_guess(1, 0)
+        r.add_player_guess(2, 0)
+        # zakazany tip pre hraca 3 je 8; jeho ruka je nahodna, ale nech by
+        # simulacia vratila cokolvek, vysledok musi byt legalny
+        guess = HeuristicPlayer(Random(3), n_samples=20).guess(r, 3)
+        self.assertNotEqual(guess, 8)
+        self.assertIn(guess, range(8))
+
+    def test_play_takes_trick_when_needed(self):
+        hand = [Card(Card_colors['LEAVES'], Card_values['ACE']),
+                Card(Card_colors['LEAVES'], Card_values['C7']),
+                Card(Card_colors['BELLS'], Card_values['C7'])]
+        r = self._round_with_hand(hand)
+        r.add_player_guess(0, 3)   # najvyssi tip -> hrac 0 vynasa
+        r.add_player_guess(1, 0)
+        r.add_player_guess(2, 0)
+        r.add_player_guess(3, 1)
+        # hrac 0 potrebuje kopky -> vynasa najsilnejsiu kartu (LEAVES ACE)
+        action = HeuristicPlayer(Random(4)).play(r, 0)
+        self.assertEqual(index_card(action), hand[0])
+
+    def test_play_ducks_when_satisfied(self):
+        hand = [Card(Card_colors['LEAVES'], Card_values['ACE']),
+                Card(Card_colors['LEAVES'], Card_values['C7']),
+                Card(Card_colors['BELLS'], Card_values['C7'])]
+        r = self._round_with_hand(hand)
+        r.add_player_guess(0, 0)   # hrac 0 nechce ziadnu kopku
+        r.add_player_guess(1, 2)   # najvyssi tip -> vynasa hrac 1
+        r.add_player_guess(2, 0)
+        r.add_player_guess(3, 0)
+        first_card = legal_cards(r.player_cards[1], None)[0]
+        r.play_card(1, first_card)
+        action = HeuristicPlayer(Random(5)).play(r, 2)
+        # legalnost staci overit enginom; strategiu netestujeme natvrdo,
+        # lebo zavisi od nahodnej ruky hraca 2
+        r.play_card(2, index_card(action))
+
+    def test_play_duck_scenario_deterministic(self):
+        # hrac 0 tipol 0, ma na ruke LEAVES ACE aj C7; kopku vedie LEAVES C8
+        # -> musi priznat farbu a spravne je podliezt (C7), nie zobrat esom
+        hand0 = [Card(Card_colors['LEAVES'], Card_values['ACE']),
+                 Card(Card_colors['LEAVES'], Card_values['C7'])]
+        hand1 = [Card(Card_colors['LEAVES'], Card_values['C8']),
+                 Card(Card_colors['LEAVES'], Card_values['C9'])]
+        rest = [c for c in cards if c not in hand0 + hand1]
+        deck = rest[:24] + hand0 + hand1 + rest[24:]   # 24 = odkladacia kopa
+        r = Round(6, 0, deck, shuffler=lambda l: None)
+        r.add_player_guess(0, 0)
+        r.add_player_guess(1, 2)   # vynasa hrac 1
+        r.add_player_guess(2, 0)
+        r.add_player_guess(3, 1)   # 0+2+0+0 by bol zakazany sucet (2 kopky)
+        r.play_card(1, hand1[0])
+        action = HeuristicPlayer(Random(6)).play(r, 0)
+        self.assertEqual(index_card(action), hand0[1])
+
+
+class VoidDeductionCase(unittest.TestCase):
+    def test_deduce_voids_from_stash(self):
+        # hrac 0 vynasa zelen; 1 prizna farbu (nic), 2 tromfne cervenou
+        # (void zelen), 3 hodi gulu (void zelen AJ cerven)
+        hand0 = [Card(Card_colors['LEAVES'], Card_values['C7']),
+                 Card(Card_colors['LEAVES'], Card_values['C8'])]
+        hand1 = [Card(Card_colors['LEAVES'], Card_values['C9']),
+                 Card(Card_colors['LEAVES'], Card_values['C10'])]
+        hand2 = [Card(Card_colors['HEARTS'], Card_values['C7']),
+                 Card(Card_colors['ACORNS'], Card_values['C7'])]
+        hand3 = [Card(Card_colors['BELLS'], Card_values['C7']),
+                 Card(Card_colors['BELLS'], Card_values['C8'])]
+        rest = [c for c in cards if c not in hand0 + hand1 + hand2 + hand3]
+        deck = rest[:24] + hand0 + hand1 + hand2 + hand3
+        r = Round(6, 0, deck, shuffler=lambda l: None)
+        r.add_player_guess(0, 2)   # najvyssi tip -> vynasa 0
+        r.add_player_guess(1, 0)
+        r.add_player_guess(2, 0)
+        r.add_player_guess(3, 1)
+
+        self.assertEqual(deduce_voids(r), {0: set(), 1: set(), 2: set(), 3: set()})
+        r.play_card(0, hand0[0])
+        r.play_card(1, hand1[0])   # priznal farbu -> nic
+        r.play_card(2, hand2[0])   # cerven -> void zelen
+        r.play_card(3, hand3[0])   # gula -> void zelen aj cerven
+        voids = deduce_voids(r)
+        self.assertEqual(voids[0], set())    # vynasajuci neprezradza nic
+        self.assertEqual(voids[1], set())
+        self.assertEqual(voids[2], {Card_colors['LEAVES']})
+        self.assertEqual(voids[3], {Card_colors['LEAVES'], Card_colors['HEARTS']})
+
+    def test_deduced_voids_never_contradict_hands(self):
+        # fuzz: dedukovany void NIKDY neprotireci realnej ruke hraca
+        rng = Random(21)
+        for _ in range(30):
+            r = Round(rng.randrange(4), rng.randrange(4))
+            players = [RandomPlayer(Random(rng.random())) for _ in range(4)]
+            for _ in range(4):
+                seat = r.get_active_player()
+                r.add_player_guess(seat, players[seat].guess(r, seat))
+            while not r.is_completed():
+                seat = r.get_active_player()
+                r.play_card(seat, index_card(players[seat].play(r, seat)))
+                for other, banned in deduce_voids(r).items():
+                    held = {c.color for c in r.player_cards[other]}
+                    self.assertFalse(held & banned,
+                                     f'void {banned} vs ruka {held}')
+
+    def test_deal_consistent_respects_voids(self):
+        rng = Random(22)
+        unknown = [c for c in cards][:20]
+        voids = {1: {Card_colors['HEARTS']}, 2: set(),
+                 3: {Card_colors['LEAVES'], Card_colors['BELLS']}}
+        for _ in range(20):
+            hands = deal_consistent(unknown, {1: 4, 2: 4, 3: 4}, voids, rng)
+            self.assertTrue(all(len(h) == 4 for h in hands.values()))
+            for seat, banned in voids.items():
+                self.assertFalse({c.color for c in hands[seat]} & banned)
+
+
+class McPlayerCase(unittest.TestCase):
+    def test_plays_legal_full_rounds(self):
+        rng = Random(23)
+        env = RoundEnv(rng)
+        players = [McPlayer(Random(24), n_samples=20, play_samples=8),
+                   McPlayer(Random(25), n_samples=20, play_samples=8,
+                            use_voids=False)] \
+            + [RandomPlayer(Random(s)) for s in (26, 27)]
+        for round_number in range(8):
+            rewards = play_round(players, env, round_number)
+            self.assertEqual(len(rewards), 4)
+
+    def test_duck_scenario(self):
+        # tip 0, kopku vedie sused LEAVES C8 a ja som HNED na tahu (MC hrac
+        # stavia kopku poctivo, takze na rozdiel od pravidlovej heuristiky
+        # vyzaduje konzistentne poradie): mam ACE aj C7 -> podlezt sedmickou
+        hand0 = [Card(Card_colors['LEAVES'], Card_values['ACE']),
+                 Card(Card_colors['LEAVES'], Card_values['C7'])]
+        hand3 = [Card(Card_colors['LEAVES'], Card_values['C8']),
+                 Card(Card_colors['LEAVES'], Card_values['C9'])]
+        rest = [c for c in cards if c not in hand0 + hand3]
+        deck = rest[:24] + hand0 + rest[24:26] + rest[26:28] + hand3
+        r = Round(6, 0, deck, shuffler=lambda l: None)
+        r.add_player_guess(0, 0)
+        r.add_player_guess(1, 0)
+        r.add_player_guess(2, 0)
+        r.add_player_guess(3, 1)   # najvyssi tip -> vynasa hrac 3, po nom ja
+        r.play_card(3, hand3[0])
+        self.assertEqual(r.get_active_player(), 0)
+        action = McPlayer(Random(28), play_samples=30).play(r, 0)
+        self.assertEqual(index_card(action), hand0[1])
+
+
+class EvaluateCase(unittest.TestCase):
+    def test_full_random_matchup_runs(self):
+        rng = Random(11)
+        stats = evaluate([RandomPlayer(rng) for _ in range(4)], 40, rng)
+        for s in stats:
+            self.assertEqual(s['rounds'], 40)
+            self.assertGreaterEqual(s['avg_points'], 0)
+            self.assertLessEqual(s['hit_rate'], 1)
+
+    def test_heuristic_beats_random(self):
+        rng = Random(13)
+        players = [HeuristicPlayer(rng, n_samples=40)] \
+            + [RandomPlayer(rng) for _ in range(3)]
+        stats = evaluate(players, 120, rng)
+        heuristic, randoms = stats[0], stats[1:]
+        best_random = max(s['avg_points'] for s in randoms)
+        self.assertGreater(heuristic['avg_points'], best_random)
+        self.assertGreater(heuristic['hit_rate'],
+                           max(s['hit_rate'] for s in randoms))
+
+
+if __name__ == '__main__':
+    unittest.main(verbosity=2)

tests/test_rl_train.py

@@ -0,0 +1,200 @@
+"""Testy PPO pipeline (rl/model, rl/selfplay, rl/policy_player, rl/train).
+
+Vyzaduju torch (requirements-rl.txt); bez neho sa cely modul preskoci --
+ostatne suity (engine, encoding, boti) na torchi nezavisia.
+"""
+
+import unittest
+from random import Random
+
+try:
+    import torch
+except ImportError:  # pragma: no cover
+    raise unittest.SkipTest('torch nie je nainstalovany (requirements-rl.txt)')
+
+from bridzik import Round
+from rl.encoding import (
+    N_GUESS_ACTIONS, N_PLAY_ACTIONS, OBS_DIM,
+    encode_observation, guess_mask, play_mask,
+)
+from rl.evaluate import evaluate, play_round
+from rl.env import RoundEnv
+from rl.model import BridzikNet, mask_tensor, masked_categorical, obs_tensor
+from rl.players import RandomPlayer
+from rl.policy_player import NeuralPlayer
+from rl.selfplay import _assign_seats, collect_episodes
+from rl.train import ppo_update
+
+
+class ModelCase(unittest.TestCase):
+    def test_output_shapes(self):
+        net = BridzikNet(hidden=32)
+        obs = torch.zeros((5, OBS_DIM))
+        guess_logits, play_logits, value = net(obs)
+        self.assertEqual(guess_logits.shape, (5, N_GUESS_ACTIONS))
+        self.assertEqual(play_logits.shape, (5, N_PLAY_ACTIONS))
+        self.assertEqual(value.shape, (5,))
+
+    def test_masked_categorical_never_samples_illegal(self):
+        torch.manual_seed(0)
+        logits = torch.zeros((1, 9))
+        mask = torch.tensor([[False, True, False, True, False,
+                              False, False, False, False]])
+        dist = masked_categorical(logits, mask)
+        samples = dist.sample((200,))
+        self.assertTrue(set(samples.flatten().tolist()) <= {1, 3})
+        # entropia a log_prob su konecne aj s -inf logitmi
+        self.assertTrue(torch.isfinite(dist.entropy()).all())
+        self.assertTrue(torch.isfinite(dist.log_prob(torch.tensor([1]))).all())
+
+    def test_encoding_tensors(self):
+        r = Round(3, 0)
+        obs = obs_tensor(encode_observation(r, 0))
+        self.assertEqual(obs.shape, (OBS_DIM,))
+        self.assertEqual(mask_tensor(guess_mask(r)).shape, (N_GUESS_ACTIONS,))
+        self.assertEqual(mask_tensor(play_mask(r, 0)).shape, (N_PLAY_ACTIONS,))
+
+
+class NeuralPlayerCase(unittest.TestCase):
+    def test_untrained_net_plays_legal_full_rounds(self):
+        torch.manual_seed(1)
+        net = BridzikNet(hidden=32)
+        env = RoundEnv(Random(2))
+        players = [NeuralPlayer(net, greedy=True),
+                   NeuralPlayer(net, greedy=False),
+                   RandomPlayer(Random(3)), RandomPlayer(Random(4))]
+        # dohratie kola bez BridzikException = vsetky tahy legalne
+        for round_number in range(8):
+            rewards = play_round(players, env, round_number)
+            self.assertEqual(len(rewards), 4)
+
+
+class SelfPlayCase(unittest.TestCase):
+    def test_collect_episodes_batch_consistency(self):
+        torch.manual_seed(5)
+        net = BridzikNet(hidden=32)
+        batch = collect_episodes(net, n_episodes=6, rng=Random(6))
+
+        n = batch['obs'].shape[0]
+        self.assertGreater(n, 0)
+        for key, width in (('guess_mask', N_GUESS_ACTIONS),
+                           ('play_mask', N_PLAY_ACTIONS)):
+            self.assertEqual(batch[key].shape, (n, width))
+        for key in ('phase_play', 'action', 'logp', 'value', 'ret'):
+            self.assertEqual(batch[key].shape, (n,))
+
+        # kazda epizoda ma prave 4 guess kroky -> pocet guess krokov = 4*epizody
+        self.assertEqual(int((~batch['phase_play']).sum()), 4 * 6)
+        # return je bud 0 alebo (10+tip)/REWARD_SCALE, cize v (0.55, 1.0]
+        for r in batch['ret'].tolist():
+            self.assertTrue(r == 0.0 or 10.0 / 18.0 <= r <= 1.0)
+        # akcia bola vzdy legalna podla ulozenej masky svojej fazy
+        for i in range(n):
+            mask = batch['play_mask'][i] if batch['phase_play'][i] \
+                else batch['guess_mask'][i]
+            self.assertTrue(bool(mask[batch['action'][i]]))
+        self.assertGreaterEqual(batch['mean_points'], 0.0)
+
+
+class OpponentMixingCase(unittest.TestCase):
+    def test_assign_seats_always_keeps_a_net_seat(self):
+        rng = Random(20)
+        marker = object()
+        for _ in range(200):
+            seats = _assign_seats(rng, 1.0, 0.0, marker, marker)
+            self.assertIn(None, seats.values())  # aj pri mix_random=1.0
+            self.assertEqual(set(seats), {0, 1, 2, 3})
+
+    def test_mixed_episodes_record_only_net_seats(self):
+        torch.manual_seed(21)
+        net = BridzikNet(hidden=32)
+        # mix_random=1.0 -> presne jedno sietove sedadlo na epizodu
+        batch = collect_episodes(net, n_episodes=5, rng=Random(22),
+                                 mix_random=1.0)
+        # 1 sietove sedadlo = presne 1 guess krok na epizodu
+        self.assertEqual(int((~batch['phase_play']).sum()), 5)
+        for i in range(batch['obs'].shape[0]):
+            mask = batch['play_mask'][i] if batch['phase_play'][i] \
+                else batch['guess_mask'][i]
+            self.assertTrue(bool(mask[batch['action'][i]]))
+        for r in batch['ret'].tolist():
+            self.assertTrue(r == 0.0 or 10.0 / 18.0 <= r <= 1.0)
+
+    def test_mixed_episodes_with_heuristic(self):
+        torch.manual_seed(23)
+        net = BridzikNet(hidden=32)
+        batch = collect_episodes(net, n_episodes=4, rng=Random(24),
+                                 mix_heuristic=0.5, heuristic_samples=10)
+        n_guess = int((~batch['phase_play']).sum())
+        self.assertGreaterEqual(n_guess, 4)   # aspon 1 sietove sedadlo/epizodu
+        self.assertLessEqual(n_guess, 16)
+        self.assertGreaterEqual(batch['mean_points'], 0.0)
+
+
+class PpoUpdateCase(unittest.TestCase):
+    def test_update_changes_params_and_is_finite(self):
+        torch.manual_seed(7)
+        net = BridzikNet(hidden=32)
+        optimizer = torch.optim.Adam(net.parameters(), lr=1e-3)
+        batch = collect_episodes(net, n_episodes=8, rng=Random(8))
+
+        before = [p.detach().clone() for p in net.parameters()]
+        stats = ppo_update(net, optimizer, batch, epochs=2, minibatch=64)
+
+        for key in ('policy_loss', 'value_loss', 'entropy'):
+            self.assertTrue(torch.isfinite(torch.tensor(stats[key])))
+        changed = any(
+            not torch.equal(b, a.detach())
+            for b, a in zip(before, net.parameters())
+        )
+        self.assertTrue(changed)
+
+    def test_value_head_learns_constant_reward(self):
+        # sanity uciaceho kroku: na batchi s konstantnym returnom sa value
+        # loss po par updatoch zmensi
+        torch.manual_seed(9)
+        net = BridzikNet(hidden=32)
+        optimizer = torch.optim.Adam(net.parameters(), lr=3e-3)
+        batch = collect_episodes(net, n_episodes=8, rng=Random(10))
+        batch['ret'] = torch.full_like(batch['ret'], 12.0 / 18.0)
+
+        first = ppo_update(net, optimizer, batch, epochs=1, minibatch=4096)
+        for _ in range(10):
+            last = ppo_update(net, optimizer, batch, epochs=1, minibatch=4096)
+        self.assertLess(last['value_loss'], first['value_loss'])
+
+
+class CheckpointCase(unittest.TestCase):
+    def test_save_load_roundtrip_with_hidden(self):
+        import os
+        import tempfile
+        from rl.train import load_checkpoint, save_checkpoint
+
+        torch.manual_seed(13)
+        net = BridzikNet(hidden=48)
+        path = os.path.join(tempfile.gettempdir(), 'bridzik_ckpt_test.pt')
+        try:
+            save_checkpoint(net, 48, path)
+            loaded = load_checkpoint(path)
+            self.assertEqual(loaded.trunk[0].out_features, 48)
+            obs = torch.zeros((1, OBS_DIM))
+            for a, b in zip(net(obs), loaded(obs)):
+                self.assertTrue(torch.equal(a, b))
+        finally:
+            os.remove(path)
+
+
+class EvaluateIntegrationCase(unittest.TestCase):
+    def test_neural_player_in_harness(self):
+        torch.manual_seed(11)
+        net = BridzikNet(hidden=32)
+        rng = Random(12)
+        stats = evaluate(
+            [NeuralPlayer(net)] + [RandomPlayer(rng) for _ in range(3)],
+            n_rounds=20, rng=rng,
+        )
+        self.assertEqual(stats[0]['rounds'], 20)
+
+
+if __name__ == '__main__':
+    unittest.main(verbosity=2)

tests/test_socket.py

@@ -0,0 +1,234 @@
+import unittest
+
+import api
+
+
+class SocketLayerCase(unittest.IsolatedAsyncioTestCase):
+    """Drives the socket handlers directly with a fake emit, asserting the
+    identity-binding, privacy, lifecycle and error-handling guarantees."""
+
+    def setUp(self):
+        api.games.clear()
+        api.sessions.clear()
+        self.emits = []
+
+        async def fake_emit(event, data=None, room=None, to=None, **kw):
+            self.emits.append({"event": event, "data": data, "room": room, "to": to})
+
+        async def noop(*a, **kw):
+            pass
+
+        # Patch the network-facing primitives; logic under test is untouched.
+        api.sio.emit = fake_emit
+        api.sio.enter_room = noop
+        api.sio.leave_room = noop
+
+    # --- helpers ----------------------------------------------------------
+
+    def last(self, event):
+        return next(e for e in reversed(self.emits) if e["event"] == event)
+
+    def events(self, event):
+        return [e for e in self.emits if e["event"] == event]
+
+    async def make_game(self):
+        await api.create_game("host", "Game")
+        return list(api.games.keys())[0]
+
+    async def make_started_game(self):
+        gid = await self.make_game()
+        for i in range(4):
+            await api.register_player(f"s{i}", gid, f"P{i}")
+        await api.start_game("s0", gid)
+        return gid
+
+    # --- creation & lobby -------------------------------------------------
+
+    async def test_create_game_mints_uuid(self):
+        gid = await self.make_game()
+        self.assertNotEqual(gid, "a")
+        self.assertEqual(len(gid), 36)
+        self.assertEqual(self.last("create_game")["data"]["gid"], gid)
+
+    async def test_lobby_payload_hides_sids_and_tokens(self):
+        gid = await self.make_game()
+        await api.register_player("s0", gid, "P0")
+        lobby = self.last("get_games")["data"]["games"]
+        blob = repr(lobby)
+        self.assertNotIn("sid", blob)
+        self.assertNotIn("token", blob)
+        self.assertEqual(lobby[0]["players"][0], {"order": 0, "name": "P0", "connected": True})
+
+    async def test_register_returns_private_token_to_caller_only(self):
+        gid = await self.make_game()
+        await api.register_player("s0", gid, "P0")
+        reg = self.last("register_player")
+        self.assertEqual(reg["to"], "s0")
+        self.assertIn("token", reg["data"])
+        self.assertEqual(reg["data"]["player"], {"order": 0, "name": "P0"})
+
+    async def test_register_rejects_unknown_game_fifth_and_started(self):
+        await api.register_player("x", "nope", "P")  # unknown gid
+        self.assertEqual(self.last("error")["data"]["error"], "Hra neexistuje.")
+
+        gid = await self.make_game()
+        for i in range(4):
+            await api.register_player(f"s{i}", gid, f"P{i}")
+        await api.register_player("s4", gid, "P4")  # fifth
+        self.assertEqual(self.last("error")["data"]["error"], "Prekroceny pocet hracov.")
+
+        await api.start_game("s0", gid)
+        await api.register_player("s5", gid, "late")  # already started
+        self.assertEqual(self.last("error")["data"]["error"], "Hra uz zacala.")
+
+    # --- start lifecycle --------------------------------------------------
+
+    async def test_start_deals_and_emits_private_hands(self):
+        gid = await self.make_started_game()
+        self.assertTrue(api.games[gid].started)
+        self.assertEqual(self.last("game_status")["room"], gid)
+        hands = self.events("player_cards")
+        self.assertEqual(sorted(h["to"] for h in hands), ["s0", "s1", "s2", "s3"])
+
+    async def test_start_game_twice_is_rejected_and_does_not_reset(self):
+        gid = await self.make_started_game()
+        core_before = api.games[gid].bridzik_core
+        await api.start_game("s0", gid)
+        self.assertEqual(self.last("error")["data"]["error"], "Hra uz zacala.")
+        self.assertIs(api.games[gid].bridzik_core, core_before)
+
+    # --- identity binding (the anti-cheat guarantee) ----------------------
+
+    async def test_player_cards_serves_only_your_own_seat(self):
+        gid = await self.make_started_game()
+        # The handler takes no player argument: a connection can only ever
+        # request the hand bound to its own session.
+        self.emits.clear()
+        await api.player_cards("s2")
+        sent = self.last("player_cards")
+        self.assertEqual(sent["to"], "s2")
+        expected = api.games[gid].bridzik_core.get_player_cards(2)
+        self.assertEqual(len(sent["data"]["cards"]), len(expected))
+
+    async def test_action_without_session_is_rejected(self):
+        await self.make_started_game()
+        await api.add_guess("stranger", 1)
+        self.assertEqual(self.last("error")["data"]["error"], "Nie ste v rozohratej hre.")
+
+    # --- full play flow ---------------------------------------------------
+
+    async def test_guess_and_play_flow(self):
+        gid = await self.make_started_game()
+        core = api.games[gid].bridzik_core
+        # Round 0 leads with seat 0; guess 0 all round (sum 0 != 8 tricks).
+        for i in range(4):
+            await api.add_guess(f"s{i}", 0)
+        rnd = core.series[-1].get_last_round()
+        self.assertTrue(rnd.is_guessing_completed())
+        leader = rnd.get_active_player()
+
+        before = len(core.get_player_cards(leader))
+        self.emits.clear()
+        await api.play_card(f"s{leader}", 0)
+        after = len(core.get_player_cards(leader))
+        self.assertEqual(after, before - 1)
+        status = self.last("game_status")["data"]
+        self.assertIn("completed", status)
+        self.assertIn("active_stash", status["status"])
+
+    async def test_bad_input_does_not_crash(self):
+        await self.make_started_game()
+        await api.add_guess("s0", "not-a-number")
+        self.assertEqual(self.last("error")["data"]["error"], "Neplatny tip.")
+        await api.play_card("s0", "xx")
+        self.assertEqual(self.last("error")["data"]["error"], "Neplatna karta.")
+
+    async def test_engine_error_message_is_forwarded(self):
+        gid = await self.make_started_game()
+        # Seat 0 leads guessing; seat 1 acting out of turn -> engine rejects,
+        # and the real (Slovak) reason is forwarded, not a generic message.
+        await api.add_guess("s1", 1)
+        self.assertEqual(self.last("error")["data"]["error"], "Hrac nie je na tahu")
+
+    # --- reconnect --------------------------------------------------------
+
+    async def test_secure_reconnect_with_token_rebinds_seat(self):
+        gid = await self.make_game()
+        await api.register_player("s0", gid, "P0")
+        token = self.last("register_player")["data"]["token"]
+        for i in range(1, 4):
+            await api.register_player(f"s{i}", gid, f"P{i}")
+        await api.start_game("s0", gid)
+
+        await api.reconnect_to_game("s0-new", gid, token)
+        self.assertEqual(api.games[gid].player_by_token(token).sid, "s0-new")
+        self.assertEqual(api.sessions["s0-new"], {"gid": gid, "order": 0})
+
+        self.emits.clear()
+        await api.reconnect_to_game("zzz", gid, "wrong-token")
+        self.assertEqual(self.last("error")["data"]["error"], "Neplatny token pre pripojenie.")
+
+    # --- self-contained game_status --------------------------------------
+
+    async def test_game_status_carries_roster_and_round_meta(self):
+        gid = await self.make_started_game()
+        self.emits.clear()
+        await api.game_status("s0")
+        data = self.last("game_status")["data"]
+        self.assertEqual(data["round_number"], 0)
+        self.assertEqual(data["cards_in_round"], 8)
+        self.assertEqual(data["series_number"], 0)
+        roster = data["players"]
+        self.assertEqual([p["order"] for p in roster], [0, 1, 2, 3])
+        self.assertEqual([p["name"] for p in roster], ["P0", "P1", "P2", "P3"])
+        self.assertTrue(all(p["connected"] for p in roster))
+
+    # --- leave_game -------------------------------------------------------
+
+    async def test_leave_before_start_frees_the_seat(self):
+        gid = await self.make_game()
+        await api.register_player("s0", gid, "P0")
+        await api.register_player("s1", gid, "P1")
+        await api.leave_game("s0")  # order 0 leaves
+        self.assertNotIn("s0", api.sessions)
+        self.assertEqual([p.order for p in api.games[gid].players], [1])
+        # the freed seat 0 is reused by the next joiner
+        await api.register_player("s2", gid, "P2")
+        self.assertEqual(api.sessions["s2"]["order"], 0)
+
+    async def test_leave_last_lobby_player_drops_game(self):
+        gid = await self.make_game()
+        await api.register_player("s0", gid, "P0")
+        await api.leave_game("s0")
+        self.assertNotIn(gid, api.games)
+
+    async def test_leave_started_game_keeps_seat_marks_offline(self):
+        gid = await self.make_started_game()
+        await api.leave_game("s1")
+        self.assertNotIn("s1", api.sessions)
+        player = api.games[gid].player_by_order(1)
+        self.assertIsNotNone(player)          # seat kept for reconnect
+        self.assertFalse(player.connected)
+        self.assertIn(gid, api.games)         # others still in
+
+    async def test_leave_without_session_is_a_noop(self):
+        await api.leave_game("ghost")
+        # no exception, and no error emitted to a non-participant
+        self.assertEqual(self.events("error"), [])
+
+    # --- disconnect & cleanup --------------------------------------------
+
+    async def test_disconnect_marks_player_then_drops_empty_game(self):
+        gid = await self.make_started_game()
+        await api.disconnect("s0")
+        self.assertFalse(api.games[gid].player_by_sid("s0").connected)
+        self.assertNotIn("s0", api.sessions)
+        self.assertIn(gid, api.games)  # others still connected
+
+        for i in range(1, 4):
+            await api.disconnect(f"s{i}")
+        self.assertNotIn(gid, api.games)  # everyone gone -> game removed
+
+
+if __name__ == "__main__":
+    unittest.main()

tests/test_stats.py

@@ -0,0 +1,391 @@
+"""Testy self-hosted usage analytics (api/stats.py).
+
+Bezia na docasnom SQLite subore, rovnaky pattern ako tests/test_history.py.
+"""
+
+import asyncio
+import os
+import tempfile
+import unittest
+import uuid
+from types import SimpleNamespace
+
+# Nastav DB/ENCRYPTION_KEY PRED importom db/api modulov -- engine sa vytvara pri importe.
+_DB_FILE = os.path.join(tempfile.gettempdir(), f"bridzik_test_{uuid.uuid4().hex}.db")
+os.environ["DATABASE_URL"] = "sqlite+aiosqlite:///" + _DB_FILE.replace("\\", "/")
+
+from cryptography.fernet import Fernet  # noqa: E402
+
+os.environ.setdefault("ENCRYPTION_KEY", Fernet.generate_key().decode())
+
+import pyotp  # noqa: E402
+
+import api as api_module  # noqa: E402
+from api import auth, history, stats  # noqa: E402
+from db.db import init_db  # noqa: E402
+
+CHROME_UA = (
+    "Mozilla/5.0 (Windows NT 10.0; Win64; x64) AppleWebKit/537.36 "
+    "(KHTML, like Gecko) Chrome/120.0 Safari/537.36"
+)
+
+
+def run(coro):
+    return asyncio.run(coro)
+
+
+def make_core(completed=True):
+    """Stub jednej hry s jednym dohratym kolom (seria 0, kolo 0)."""
+    rnd = SimpleNamespace(
+        round_number=0,
+        guesses={0: 2, 1: 1, 2: 0, 3: 1},
+        is_completed=lambda: True,
+        get_points_summary=lambda: [12, 0, 10, 11],
+    )
+    series = SimpleNamespace(
+        series_number=0, rounds=[rnd], get_last_round=lambda: rnd
+    )
+    return SimpleNamespace(series=[series], is_completed=lambda: completed)
+
+
+class StatsCase(unittest.TestCase):
+    @classmethod
+    def setUpClass(cls):
+        run(init_db())
+
+    def _make_players(self, n=4):
+        ids = []
+        for _ in range(n):
+            username = "u_" + uuid.uuid4().hex[:8]
+            data = run(auth.register_account(username))
+            ident = run(auth.confirm_account(username, pyotp.TOTP(data["secret"]).now()))
+            ids.append(ident["player_id"])
+        return ids
+
+    def test_record_pageview_parses_user_agent(self):
+        run(stats.record_pageview(
+            path="/history", referrer="https://example.com", user_agent=CHROME_UA, ip="203.0.113.5",
+        ))
+
+        data = run(stats.get_daily_stats())
+        self.assertGreaterEqual(sum(data["pageviews_per_day"].values()), 1)
+        self.assertIn("Chrome", data["browsers"])
+        self.assertIn("Windows", data["operating_systems"])
+        self.assertGreaterEqual(data["device_types"].get("pc", 0), 1)
+        self.assertGreaterEqual(data["top_referrers"].get("https://example.com", 0), 1)
+        self.assertGreaterEqual(data["top_paths"].get("/history", 0), 1)
+
+        # Bez GEOIP_DB_PATH (v testoch nenastaveny) sa krajina jednoducho nerozlusi,
+        # ale IP sa uz do page_views ulozi.
+        async def _last_ip():
+            from sqlalchemy import select as sa_select
+
+            from db.db import async_session
+            from db.models import PageView
+
+            async with async_session() as session:
+                row = (
+                    await session.execute(
+                        sa_select(PageView).order_by(PageView.id.desc()).limit(1)
+                    )
+                ).scalar_one()
+                return row.ip, row.country
+
+        ip, country = run(_last_ip())
+        self.assertEqual(ip, "203.0.113.5")
+        self.assertEqual(country, "")
+
+    def test_country_for_ip_without_geoip_db_path_returns_empty(self):
+        os.environ.pop("GEOIP_DB_PATH", None)
+        stats._geoip_reader = None
+        stats._geoip_load_attempted = False
+        self.assertEqual(stats._country_for_ip("203.0.113.5"), "")
+        self.assertEqual(stats._country_for_ip(""), "")
+
+    def test_dynamic_path_segments_normalized(self):
+        self.assertEqual(stats._normalize_path("/lobby/abc-123"), "/lobby")
+        self.assertEqual(stats._normalize_path("/game/abc-123"), "/game")
+        self.assertEqual(stats._normalize_path("/lobby"), "/lobby")
+        self.assertEqual(stats._normalize_path("/history"), "/history")
+        # /gameXYZ nie je /game/<id> -- nesmie sa orezat
+        self.assertEqual(stats._normalize_path("/gamex"), "/gamex")
+
+    def test_skipped_paths_not_recorded(self):
+        # "/", "/lobby" a "/game" (aj s dynamickym ID) sa vobec nezapisuju --
+        # vysoka frekvencia bez analytickej hodnoty; "/auth" zas preto, ze je
+        # to vzdy 1:1 duplicita eventu "landing" (api/stats.py _SKIPPED_PATHS).
+        async def _count():
+            from sqlalchemy import func, select as sa_select
+
+            from db.db import async_session
+            from db.models import PageView
+
+            async with async_session() as session:
+                return (
+                    await session.execute(sa_select(func.count()).select_from(PageView))
+                ).scalar()
+
+        before = run(_count())
+        for path in ("/", "/auth", "/lobby", "/lobby/abc-123", "/game", "/game/xyz-789"):
+            run(stats.record_pageview(path=path, referrer="", user_agent=CHROME_UA))
+        after = run(_count())
+        self.assertEqual(after, before)
+
+    def test_event_path_stores_player_id(self):
+        # Konvencia: nazov bez "/" na zaciatku = pomenovany event (napr. "login"
+        # zapisovany zo socket handlera po uspesnom prihlaseni), nie URL cesta.
+        ids = self._make_players(n=1)
+        run(stats.record_pageview(
+            path="login", referrer="", user_agent=CHROME_UA, player_id=ids[0],
+        ))
+
+        async def _last():
+            from sqlalchemy import select as sa_select
+
+            from db.db import async_session
+            from db.models import PageView
+
+            async with async_session() as session:
+                row = (
+                    await session.execute(
+                        sa_select(PageView).order_by(PageView.id.desc()).limit(1)
+                    )
+                ).scalar_one()
+                return row.path, row.player_id
+
+        path, player_id = run(_last())
+        self.assertEqual(path, "login")
+        self.assertEqual(player_id, ids[0])
+
+        data = run(stats.get_daily_stats())
+        self.assertGreaterEqual(data["top_paths"].get("login", 0), 1)
+
+    def test_landing_event_preserves_referrer(self):
+        # "landing" event (main.tsx, jeden na kazdy plny load stranky) nesie
+        # referrer prveho dotyku -- jediny zaznam z navstevy, ktora zacina na
+        # "/" (preklik z FB a pod.), kedze "/" aj REPLACE redirecty sa skipuju.
+        run(stats.record_pageview(
+            path="landing",
+            referrer="https://facebook.com/",
+            user_agent=CHROME_UA,
+            ip="203.0.113.99",
+        ))
+        data = run(stats.get_daily_stats())
+        self.assertGreaterEqual(data["top_paths"].get("landing", 0), 1)
+        self.assertGreaterEqual(data["top_referrers"].get("https://facebook.com/", 0), 1)
+
+    def test_rules_view_event_recorded_without_player_id(self):
+        run(stats.record_pageview(path="rules_view", referrer="", user_agent=CHROME_UA))
+        data = run(stats.get_daily_stats())
+        self.assertGreaterEqual(data["top_paths"].get("rules_view", 0), 1)
+
+    def test_logged_in_only_scope_counts_login_events_only(self):
+        # Bezne beacony uz neposielaju player_id vobec -- scope "logged_in"
+        # preto filtruje priamo podla path == "login", nie podla pritomnosti
+        # player_id. Obycajna navsteva (aj s player_id) sa do neho nepocita.
+        ids = self._make_players(n=1)
+        ip = "203.0.113.99"
+        before_all = run(stats.get_daily_stats(logged_in_only=False))
+        before_logged_in = run(stats.get_daily_stats(logged_in_only=True))
+        all_before = sum(before_all["pageviews_per_day"].values())
+        logged_in_before = sum(before_logged_in["pageviews_per_day"].values())
+
+        # Bezna navsteva -- ma pribudnut len vo "vsetci", aj keby mala player_id.
+        run(stats.record_pageview(
+            path="/history", referrer="", user_agent=CHROME_UA, ip=ip, player_id=ids[0],
+        ))
+        # Login event -- ma pribudnut v oboch.
+        run(stats.record_pageview(
+            path="login", referrer="", user_agent=CHROME_UA, ip=ip, player_id=ids[0],
+        ))
+
+        after_all = run(stats.get_daily_stats(logged_in_only=False))
+        after_logged_in = run(stats.get_daily_stats(logged_in_only=True))
+
+        self.assertEqual(sum(after_all["pageviews_per_day"].values()), all_before + 2)
+        self.assertEqual(sum(after_logged_in["pageviews_per_day"].values()), logged_in_before + 1)
+
+    def test_logged_in_only_breakdown_tables_count_each_login_not_deduped(self):
+        # browsers/os/device_types/top_referrers/countries pouzivaju v scope
+        # "logged_in" priamy pocet login-eventov, nie unikatny navstevnicky
+        # den -- 2x prihlasenie tym istym prehliadacom/IP v ten isty den sa
+        # ma prejavit ako 2, rovnako ako v grafe pageviews_per_day.
+        ids = self._make_players(n=1)
+        before = run(stats.get_daily_stats(logged_in_only=True))
+        before_browsers = sum(before["browsers"].values())
+
+        run(stats.record_pageview(path="login", referrer="", user_agent=CHROME_UA, player_id=ids[0]))
+        run(stats.record_pageview(path="login", referrer="", user_agent=CHROME_UA, player_id=ids[0]))
+
+        data = run(stats.get_daily_stats(logged_in_only=True))
+        self.assertEqual(sum(data["browsers"].values()), before_browsers + 2)
+
+    def test_logged_in_visitors_per_day_counts_distinct_players_not_ip(self):
+        # V scope "logged_in" ma visitors_per_day znamenat unikatnych HRACOV
+        # (player_id) za den, nie unikatne IP+UA -- 2x prihlasenie toho
+        # isteho hraca (aj z inej IP/prehliadaca) sa ma pocitat len raz, na
+        # rozdiel od pageviews_per_day, kde sa kazdy login pocita zvlast.
+        ids = self._make_players(n=2)
+        before = run(stats.get_daily_stats(logged_in_only=True))
+        before_visitors = sum(before["visitors_per_day"].values())
+        before_pageviews = sum(before["pageviews_per_day"].values())
+
+        # Ten isty hrac, 2x prihlasenie z roznych "zariadeni" (rozne IP/UA).
+        run(stats.record_pageview(
+            path="login", referrer="", user_agent=CHROME_UA, ip="203.0.113.10", player_id=ids[0],
+        ))
+        run(stats.record_pageview(
+            path="login", referrer="", user_agent=CHROME_UA, ip="203.0.113.11", player_id=ids[0],
+        ))
+        # Iny hrac, 1x prihlasenie.
+        run(stats.record_pageview(
+            path="login", referrer="", user_agent=CHROME_UA, ip="203.0.113.12", player_id=ids[1],
+        ))
+
+        data = run(stats.get_daily_stats(logged_in_only=True))
+        self.assertEqual(sum(data["pageviews_per_day"].values()), before_pageviews + 3)
+        self.assertEqual(sum(data["visitors_per_day"].values()), before_visitors + 2)
+
+    def test_visitors_counted_once_per_day_per_ip(self):
+        # 3 kliky z tej istej IP v ten isty den -> pageviews +3, visitors iba 1.
+        ip = "198.51.100.77"
+        for path in ("/history", "/history", "/history"):
+            run(stats.record_pageview(path=path, referrer="", user_agent=CHROME_UA, ip=ip))
+
+        data = run(stats.get_daily_stats())
+        today = next(iter(data["visitors_per_day"]))
+        # V testovej DB su vsetky zaznamy z dneska; unikatnych IP je menej nez klikov.
+        self.assertLess(data["visitors_per_day"][today], data["pageviews_per_day"][today])
+
+        # Tabulky zlozenia publika pocitaju den+IP raz -- 3 kliky tej istej IP
+        # nesmu zdvihnut "Chrome" o 3. Overime, ze pocet je mensi nez pocet klikov.
+        self.assertLess(data["browsers"].get("Chrome", 0), sum(data["pageviews_per_day"].values()))
+
+    def test_same_ip_different_user_agent_counts_as_two_visitors(self):
+        ip = "192.0.2.44"
+        firefox_ua = (
+            "Mozilla/5.0 (Windows NT 10.0; Win64; x64; rv:126.0) "
+            "Gecko/20100101 Firefox/126.0"
+        )
+        before = run(stats.get_daily_stats())
+        today_before = sum(before["visitors_per_day"].values())
+
+        # Ta ista IP, dva rozne prehliadace -> 2 navstevnici (kazdy klikne 2x).
+        for _ in range(2):
+            run(stats.record_pageview(path="/history", referrer="", user_agent=CHROME_UA, ip=ip))
+            run(stats.record_pageview(path="/history", referrer="", user_agent=firefox_ua, ip=ip))
+
+        after = run(stats.get_daily_stats())
+        self.assertEqual(sum(after["visitors_per_day"].values()), today_before + 2)
+
+    def test_pageviews_per_day_breakdown_by_dimension(self):
+        run(stats.record_pageview(path="/history", referrer="", user_agent=CHROME_UA))
+        data = run(stats.get_daily_stats())
+        today = next(iter(data["pageviews_per_day_by_device"]))
+        self.assertGreaterEqual(data["pageviews_per_day_by_device"][today].get("pc", 0), 1)
+        self.assertIn("Chrome", data["pageviews_per_day_by_browser"][today])
+        self.assertIn("Windows", data["pageviews_per_day_by_os"][today])
+
+    def test_all_scope_chart_breakdown_matches_composition_tables(self):
+        # Bug hlaseny uzivatelom: v scope "vsetci" graf (pageviews_per_day_by_*)
+        # pocital kazdy klik zvlast, zatial co tabulky nizsie (browsers/os/
+        # device_types) pocitali unikatny "navstevnicky den" -- cisla si tak
+        # nesedeli. Oboje ma teraz rovnaku dedup logiku (jeden navstevnik +
+        # kategoria + den = 1), takze sucty musia byt zhodne.
+        ip = "203.0.113.50"
+        for _ in range(3):
+            run(stats.record_pageview(path="/history", referrer="", user_agent=CHROME_UA, ip=ip))
+
+        data = run(stats.get_daily_stats(logged_in_only=False))
+        chart_pc_total = sum(day.get("pc", 0) for day in data["pageviews_per_day_by_device"].values())
+        chart_chrome_total = sum(
+            day.get("Chrome", 0) for day in data["pageviews_per_day_by_browser"].values()
+        )
+        self.assertEqual(chart_pc_total, data["device_types"].get("pc", 0))
+        self.assertEqual(chart_chrome_total, data["browsers"].get("Chrome", 0))
+
+    def test_daily_stats_reflect_games_and_players(self):
+        before = run(stats.get_daily_stats())
+        base_total_players = before["total_players"]
+
+        ids = self._make_players()
+        gid = str(uuid.uuid4())
+        run(history.record_game_started(gid, "Test", ids))
+        run(history.record_completed_rounds(gid, make_core()))
+
+        data = run(stats.get_daily_stats())
+        self.assertEqual(data["total_players"], base_total_players + 4)
+        self.assertEqual(data["completion_rate"], 1.0)
+        self.assertGreaterEqual(sum(data["games_per_day"].values()), 1)
+        self.assertGreaterEqual(sum(data["rounds_per_day"].values()), 4)
+
+    def test_unconfirmed_players_counted_separately(self):
+        before = run(stats.get_daily_stats())
+
+        # Registracia bez potvrdenia kodu -> nedokonceny ucet
+        username = "ghost_" + uuid.uuid4().hex[:8]
+        data = run(auth.register_account(username))
+
+        after = run(stats.get_daily_stats())
+        self.assertEqual(after["total_players"], before["total_players"])
+        self.assertEqual(after["unconfirmed_players"], before["unconfirmed_players"] + 1)
+
+        # Po potvrdeni sa presunie medzi potvrdenych hracov
+        run(auth.confirm_account(username, pyotp.TOTP(data["secret"]).now()))
+        confirmed = run(stats.get_daily_stats())
+        self.assertEqual(confirmed["total_players"], before["total_players"] + 1)
+        self.assertEqual(confirmed["unconfirmed_players"], before["unconfirmed_players"])
+
+    def test_empty_referrer_excluded_from_top_referrers(self):
+        run(stats.record_pageview(path="/history", referrer="", user_agent=CHROME_UA))
+        data = run(stats.get_daily_stats())
+        self.assertNotIn("", data["top_referrers"])
+
+
+def _scope(ip="1.2.3.4", token=None):
+    headers = [(b"x-forwarded-for", ip.encode())]
+    if token is not None:
+        headers.append((b"authorization", f"Bearer {token}".encode()))
+    return {"headers": headers, "client": ("9.9.9.9", 0)}
+
+
+class AdminAuthCase(unittest.TestCase):
+    def setUp(self):
+        os.environ["ADMIN_TOKEN"] = "secret-token"
+        api_module._admin_failed_attempts.clear()
+
+    def tearDown(self):
+        os.environ.pop("ADMIN_TOKEN", None)
+
+    def test_client_ip_prefers_x_forwarded_for(self):
+        self.assertEqual(api_module._client_ip(_scope(ip="5.6.7.8")), "5.6.7.8")
+        self.assertEqual(api_module._client_ip({"headers": [], "client": ("9.9.9.9", 0)}), "9.9.9.9")
+
+    def test_wrong_token_rejected_and_locked_out_after_repeated_failures(self):
+        ip = "1.1.1.1"
+        self.assertFalse(api_module._admin_authorized(_scope(ip=ip, token="wrong")))
+
+        for _ in range(api_module._ADMIN_ATTEMPT_LIMIT):
+            self.assertFalse(api_module._admin_locked_out(ip))
+            api_module._register_admin_failure(ip)
+
+        self.assertTrue(api_module._admin_locked_out(ip))
+        # Iny IP nie je zamknuty
+        self.assertFalse(api_module._admin_locked_out("2.2.2.2"))
+
+    def test_correct_token_authorized(self):
+        self.assertTrue(api_module._admin_authorized(_scope(token="secret-token")))
+
+
+def tearDownModule():
+    from db.db import engine
+
+    run(engine.dispose())
+    try:
+        os.remove(_DB_FILE)
+    except OSError:
+        pass
+
+
+if __name__ == "__main__":
+    unittest.main()