NousResearch/pokemon-agent

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# 🎮 pokemon-agent **AI-powered Pokémon gameplay agent with headless emulation, REST API, and live dashboard.** Let any AI agent — [Hermes Agent](https://github.com/NousResearch/hermes-agent), Claude Code, Codex, or your own — play Pokémon games autonomously via a clean HTTP API. Runs headlessly on any server or terminal. No display, no GUI, no emulator window needed. ``` ┌──────────────────────┐ │ Your AI Agent │ Any LLM-powered agent │ (Hermes, Claude, │ makes the decisions │ Codex, custom) │ └─────────┬────────────┘ │ HTTP API ┌─────────▼────────────┐ │ pokemon-agent │ This package: │ ┌────────────────┐ │ - Headless emulator │ │ Game Server │ │ - Memory reader │ │ (FastAPI) │ │ - Game state parser │ ├────────────────┤ │ - REST + WebSocket API │ │ Emulator │ │ - Optional dashboard │ │ (PyBoy/PyGBA) │ │ │ └────────────────┘ │ └──────────────────────┘ ``` ## Features - **🔌 Headless emulation** — No display server, X11, or GUI needed. Pure in-process emulation. - **🌐 REST API** — `GET /state`, `POST /action`, `GET /screenshot` — control the game over HTTP. - **🗺️ Ground-truth navigation** — RAM-derived collision map (`GET /map/ascii`) and a labelled A1..J9 grid overlay (`GET /screenshot/grid`) so an agent navigates from real walkability data instead of guessing from pixels. - **📡 WebSocket** — Real-time event streaming for live monitoring. - **🧠 Structured game state** — RAM is parsed into clean JSON: party, bag, badges, map, battle, dialog, collision grid. - **🎨 Live "Field Log" dashboard** — Editorial broadcast UI: the agent's reasoning stream, live grid map, objectives, telemetry (stuck-meter, blackout counter), and a milestone timeline. - **🎮 Multi-game** — Supports Game Boy (Pokémon Red/Blue) via PyBoy, GBA (FireRed) via PyGBA. - **🤖 Agent-agnostic** — Works with any AI agent, RL framework, or custom script. ## Quick Start ### Installation ```bash # Core (emulator + API server) pip install pokemon-agent pyboy # With dashboard (optional web GUI) pip install pokemon-agent[dashboard] pyboy ``` > **Note:** You must provide your own ROM file. This package does not include any game ROMs. ### Start the Server ```bash pokemon-agent serve --rom path/to/pokemon_red.gb ``` ``` ╔══════════════════════════════════════╗ ║ 🎮 Pokémon Agent Server ║ ╚══════════════════════════════════════╝ Game: Pokemon Red ROM: pokemon_red.gb API: http://localhost:8765 Dashboard: http://localhost:8765/dashboard WebSocket: ws://localhost:8765/ws ``` ### Game sessions — new game / load game A *game session* is one named playthrough that binds three things together: the **Hermes brain** (its session id, so memory carries across turns), the **emulator save-states** (game progress), and **objectives + milestones + stats** — all persisted under `<data_dir>/games/<id>/`. From the dashboard GAME panel: **+ NEW** starts a fresh game (resets the emulator to a clean boot + new manifest + new Hermes brain), **LOAD** lists past sessions and restores one — its latest save-state *and* the same Hermes session it was played with. Or via the API: ```bash curl -X POST localhost:8765/games/new -d '{"name":"Nuzlocke run"}' # new game curl localhost:8765/games # list sessions curl -X POST localhost:8765/games/<id>/load # load one curl localhost:8765/games/current # active session ``` Saves, objectives, milestones, and stats are automatically scoped to the active session, and the autopilot binds to it — so loading a game resumes exactly where that run (and its Hermes memory) left off. ### Autopilot — Hermes Agent plays itself The server is a passive API — it holds the emulator but does not play. To make the game play autonomously, run the bundled driver in a second process: ```bash # 1. start the server (terminal A) pokemon-agent serve --rom path/to/pokemon_red.gb # 2. start the driver (terminal B) — requires the `hermes` CLI on PATH pokemon-agent play --port 8765 ``` The brain is a real **Hermes Agent** session, not a bare LLM. Each turn the driver invokes `hermes chat --resume <session> --yolo -s pokemon-player --image <grid screenshot> -q "<state + map>"`, so Hermes plays with its full stack — the `pokemon-player` skill, vision, memory, and the terminal tool — and keeps context across the whole run via one persistent session. Hermes itself curls the server to POST `/action`, `/event` (narration), and `/objectives`. The driver idles until you press **START** on the dashboard (it polls `/control`); **START / PAUSE / STOP** drive it live. Hermes uses its own configured provider/model; override per-run with `POKEMON_HERMES_MODEL` / `POKEMON_HERMES_PROVIDER`. Each turn is a full agent loop (seconds-to-minutes), not a single API call — this is genuine agentic play, not a tight poll. ### Play from Any Agent ```bash # Get game state curl http://localhost:8765/state | python -m json.tool # Take a screenshot curl http://localhost:8765/screenshot -o screen.png # Send actions curl -X POST http://localhost:8765/action \ -H "Content-Type: application/json" \ -d '{"actions": ["walk_up", "walk_up", "press_a"]}' # Save/load state curl -X POST http://localhost:8765/save -d '{"name": "before_brock"}' curl -X POST http://localhost:8765/load -d '{"name": "before_brock"}' ``` ### Game State (JSON) ```json { "player": { "name": "ASH", "money": 3000, "badges": 1, "badges_list": ["Boulder"], "position": {"map_id": 1, "map_name": "PALLET TOWN", "x": 7, "y": 5}, "facing": "down", "play_time": {"hours": 1, "minutes": 23, "seconds": 45} }, "party": [ { "nickname": "SQUIRTLE", "species": "Squirtle", "level": 12, "hp": 33, "max_hp": 33, "moves": ["Tackle", "Tail Whip", "Bubble"], "status": null, "types": ["Water"] } ], "bag": [{"item": "Potion", "quantity": 3}], "battle": null, "dialog": {"active": false, "text": null}, "flags": {"has_pokedex": true, "badges_earned": ["Boulder"]}, "metadata": {"game": "Pokemon Red", "frame_count": 12345} } ``` ## Actions Reference | Action | Description | |--------|-------------| | `press_a` | Press A button (10 frames press + 20 wait) | | `press_b` | Press B button | | `press_start` | Press Start button | | `press_select` | Press Select button | | `walk_up` | Walk one tile up (16 frames + 8 wait) | | `walk_down` | Walk one tile down | | `walk_left` | Walk one tile left | | `walk_right` | Walk one tile right | | `hold_a_30` | Hold A for 30 frames | | `wait_60` | Wait 60 frames (~1 second) | | `a_until_dialog_end` | Press A repeatedly until dialog closes | ## Dashboard Install with the dashboard extra to get a live web GUI: ```bash pip install pokemon-agent[dashboard] ``` Then open `http://localhost:8765/dashboard` in your browser. The dashboard ("Field Log") is an editorial broadcast UI — designed to be watched, not just a debug console. It shows: - **Reasoning stream** — the agent's THINK / DECIDE / ACT / MILESTONE / ALERT narration, typeset as distinct entries (push it via `POST /event`) - **Game stage** — live screenshot with a SCREEN ⇄ GRID MAP toggle (grid map shows the labelled, walkability-tinted overlay) - **Instruments** — gym badges, three-tier objectives, telemetry (a live stuck-meter, blackout / caught / action counters), and a milestone timeline - **Party belt** — all six slots with types, HP bars, status, and moves ## Supported Games | Game | Emulator | Status | Install | |------|----------|--------|---------| | Pokémon Red/Blue | PyBoy | ✅ Supported | `pip install pyboy` | | Pokémon Yellow | PyBoy | ✅ Supported | `pip install pyboy` | | Pokémon Gold/Silver | PyBoy | 🔜 Planned | `pip install pyboy` | | Pokémon FireRed/LeafGreen | PyGBA | 🔜 Phase 2 | `pip install pygba` | | Pokémon Ruby/Sapphire/Emerald | PyGBA | 🔜 Phase 2 | `pip install pygba` | ## Use with Hermes Agent [Hermes Agent](https://github.com/NousResearch/hermes-agent) has a built-in `pokemon-player` skill: ``` You: "Play Pokémon Red" Hermes: *installs pokemon-agent, starts server, begins playing* ``` The skill teaches Hermes battle strategy, exploration patterns, team management, and how to use its persistent memory for tracking objectives across sessions. ## API Reference | Endpoint | Method | Description | |----------|--------|-------------| | `/` | GET | Server info | | `/state` | GET | Full game state JSON (includes `collision` walkability grid for Red) | | `/screenshot` | GET | Current frame (PNG) | | `/screenshot/grid` | GET | Current frame with a labelled A1..J9 grid + walkability tint (PNG) | | `/screenshot/base64` | GET | Current frame (base64 JSON) | | `/map/ascii` | GET | Ground-truth ASCII walkability map (`@`/`.`/`#`) | | `/action` | POST | Execute game actions | | `/event` | POST | Push agent narration (reasoning/decision/key_moment/alert) to the dashboard | | `/objectives` | GET/POST | Read or replace the dashboard objective list (dynamic goals) | | `/control` | GET/POST | Read or set the autopilot run state (running/paused/stopped) | | `/games` | GET | List all game sessions + which is active | | `/games/new` | POST | Start a new game (fresh boot + new session) | | `/games/{id}/load` | POST | Load a game session (restore save + Hermes brain) | | `/games/{id}/hermes` | POST | Bind the Hermes session id to a game | | `/games/{id}` | DELETE | Delete a game session and its saves | | `/games/current` | GET | The active game session summary | | `/save` | POST | Save emulator state | | `/load` | POST | Load emulator state | | `/saves` | GET | List saved states | | `/minimap` | GET | ASCII minimap | | `/health` | GET | Health check | | `/ws` | WebSocket | Live event stream | | `/dashboard` | GET | Web dashboard (if installed) | ## Python API You can also use `pokemon-agent` as a library: ```python from pokemon_agent.emulator import create_emulator from pokemon_agent.memory.red import PokemonRedReader from pokemon_agent.state.builder import build_game_state # Load ROM headlessly emu = create_emulator("pokemon_red.gb") # Create memory reader reader = PokemonRedReader(emu) # Get structured game state state = build_game_state(reader) print(f"Player: {state['player']['name']}") print(f"Badges: {state['player']['badges']}") print(f"Party: {[p['species'] for p in state['party']]}") # Send inputs emu.press("a", frames=10) emu.tick(20) # Get screenshot image = emu.get_screen() # PIL Image image.save("screenshot.png") ``` ## Architecture ``` pokemon_agent/ ├── __init__.py # Package version ├── cli.py # CLI entry point (pokemon-agent command) ├── server.py # FastAPI game server (REST + WebSocket) ├── emulator.py # PyBoy/PyGBA wrapper (headless) ├── collision.py # RAM walkability map (per-tileset collision -> 10x9 grid) ├── overlay.py # Labelled A1..J9 grid + walkability-tint screenshot overlay ├── pathfinding.py # A* grid navigation ├── memory/ │ ├── reader.py # Abstract game memory reader │ ├── red.py # Pokémon Red/Blue RAM parser │ └── firered.py # FireRed RAM parser (Phase 2) ├── state/ │ └── builder.py # Structured state builder └── dashboard/ # Optional [dashboard] extra ├── mount.py # FastAPI static mount ├── history.py # JSONL event logger └── static/ ├── index.html # Dashboard page ├── style.css # Dark cyberpunk theme └── app.js # WebSocket client ``` ## Contributing Contributions welcome! Areas where help is needed: - **Pokémon Gold/Silver/Crystal** memory reader (`memory/gold.py`) - **Pokémon FireRed** full memory reader with decryption (`memory/firered.py`) - **Pokémon Emerald** memory reader (`memory/emerald.py`) - **Battle AI** improvements and type matchup optimization - **Dashboard** enhancements (progress tracking, key moments, replay) - **Tests** for memory readers and state builders ## License MIT — see [LICENSE](LICENSE). ## Acknowledgments - [PyBoy](https://github.com/Baekalfen/PyBoy) — Game Boy emulator in Python - [PyGBA](https://github.com/dvruette/pygba) — GBA emulator wrapper - [pret/pokered](https://github.com/pret/pokered) — Pokémon Red decompilation (memory addresses) - [pret/pokefirered](https://github.com/pret/pokefirered) — FireRed decompilation - [gpt-play-pokemon-firered](https://github.com/Clad3815/gpt-play-pokemon-firered) — Architecture inspiration - [Hermes Agent](https://github.com/NousResearch/hermes-agent) — AI agent platform by Nous Research

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pokemon-player

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Play Pokémon games via headless emulation. Start a game server, read game state, make strategic decisions, and send actions — all from the terminal.

لغة النص الأصلي: الإنجليزية

2026-06-02

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