# CLAUDE.md This file provides guidance to Claude Code (claude.ai/code) when working with code in this repository. ## Project Overview DroidClaw — an AI agent that controls Android devices through the Accessibility API. It runs a Perception → Reasoning → Action loop: captures the screen state via `uiautomator dump`, sends it to an LLM for decision-making, and executes the chosen action via ADB. **Runtime:** Bun (TypeScript, ES2022 modules). Bun natively loads `.env` files — no dotenv needed. ## Commands All commands run from the project root: ```bash bun install # Install dependencies bun run src/kernel.ts # Start the agent (interactive, prompts for goal) bun run build # Compile to dist/ (bun build --target bun) bun run typecheck # Type-check only (tsc --noEmit) ``` There are no tests currently. ## Architecture Seven source files in `src/`, no subdirectories: - **kernel.ts** — Entry point and main agent loop. Reads goal from stdin, runs up to MAX_STEPS iterations of: capture screen → diff with previous → call LLM → execute action → track history. Handles stuck-loop detection and vision fallback when the accessibility tree is empty. - **actions.ts** — 15 action implementations (tap, type, enter, swipe, home, back, wait, done, longpress, screenshot, launch, clear, clipboard_get, clipboard_set, shell). Each wraps ADB commands via `Bun.spawnSync()`. `runAdbCommand()` provides exponential backoff retry. - **llm-providers.ts** — LLM abstraction with `LLMProvider` interface and factory (`getLlmProvider()`). Five providers: OpenAI, Groq (OpenAI-compatible endpoint), Ollama (local LLMs, OpenAI-compatible), AWS Bedrock (Anthropic + Meta model formats), OpenRouter (Vercel AI SDK). Contains the full SYSTEM_PROMPT with all 15 action definitions and rules. - **sanitizer.ts** — Parses Android Accessibility XML (via `fast-xml-parser`) into `UIElement[]`. Depth-first walk extracting bounds, center coordinates, state flags (enabled, checked, focused, etc.), and parent context. `computeScreenHash()` used for stuck-loop detection. - **config.ts** — Singleton `Config` object reading from `process.env` with defaults from constants. `Config.validate()` checks required API keys at startup. - **constants.ts** — All magic values: ADB keycodes, swipe coordinates (hardcoded for 1080px-wide screens), default models, file paths, agent defaults. ## Key Patterns - **Provider factory:** `getLlmProvider()` returns the appropriate `LLMProvider` based on `Config.LLM_PROVIDER`. Groq and Ollama reuse the `OpenAIProvider` class with different base URLs. - **Screen state diffing:** Hash-based comparison (id + text + center + state). After STUCK_THRESHOLD unchanged steps, recovery hints are injected into the LLM prompt. - **Vision fallback:** When `getInteractiveElements()` returns empty (custom UI, WebView, Flutter), a screenshot is captured and the LLM gets a fallback context suggesting coordinate-based taps. - **LLM response parsing:** `parseJsonResponse()` handles both clean JSON and markdown-wrapped code blocks. Falls back to "wait" action on parse failure. - **Long press via swipe:** Implemented as `input swipe x y x y 1000` (swipe from point to same point with long duration). - **Text escaping for ADB:** Spaces become `%s`, shell metacharacters are backslash-escaped in `executeType()`. ## Adding a New LLM Provider 1. Implement `LLMProvider` interface in `llm-providers.ts` 2. Add case to `getLlmProvider()` factory 3. Add config fields to `config.ts` and env vars to `.env.example` ## Adding a New Action 1. Add fields to `ActionDecision` interface in `actions.ts` 2. Implement `executeNewAction()` function 3. Add case to `executeAction()` switch 4. Document the action JSON format in `SYSTEM_PROMPT` in `llm-providers.ts` ## Environment Setup Requires: Bun 1.0+, ADB (Android SDK Platform Tools) in PATH, an Android device connected via USB/WiFi with accessibility enabled, and either a local Ollama install or an API key for a cloud LLM provider (Groq, OpenAI, Bedrock, or OpenRouter). Copy `.env.example` to `.env` and configure `LLM_PROVIDER` + the corresponding API key. ## Device Assumptions Swipe coordinates in `constants.ts` are hardcoded for 1080px-wide screens (center X=540, center Y=1200). Adjust `SWIPE_COORDS` and `SCREEN_CENTER_*` for different resolutions.