A CLAUDE.md is just a markdown file at the root of your repo. Copy the content below into your own project's CLAUDE.md to give your agent the same context.
npx versuz@latest install badrisnarayanan-antigravity-claude-proxy --kind=claude-mdcurl -o CLAUDE.md https://raw.githubusercontent.com/badrisnarayanan/antigravity-claude-proxy/HEAD/CLAUDE.md# CLAUDE.md
This file provides guidance to Claude Code (claude.ai/code) when working with code in this repository.
## Project Overview
Antigravity Claude Proxy is a Node.js proxy server that exposes an Anthropic-compatible API backed by Antigravity's Cloud Code service. It enables using Claude models (`claude-sonnet-4-6-thinking`, `claude-opus-4-6-thinking`) and Gemini models (`gemini-3-flash`, `gemini-3.1-pro-low`, `gemini-3.1-pro-high`) with Claude Code CLI.
The proxy translates requests from Anthropic Messages API format → Google Generative AI format → Antigravity Cloud Code API, then converts responses back to Anthropic format with full thinking/streaming support.
## Commands
```bash
# Install dependencies (automatically builds CSS via prepare hook)
npm install
# Start server (runs on port 8080)
npm start
# Start with specific account selection strategy
npm start -- --strategy=sticky # Cache-optimized (stays on same account)
npm start -- --strategy=round-robin # Load-balanced (rotates every request)
npm start -- --strategy=hybrid # Smart distribution (default)
# Start with model fallback enabled (falls back to alternate model when quota exhausted)
npm start -- --fallback
# Start with developer mode (debug logging + dev tools)
npm start -- --dev-mode
# Start with debug logging (legacy alias, also enables dev mode)
npm start -- --debug
# Development mode (file watching)
npm run dev # Watch server files only
npm run dev:full # Watch both CSS and server files (recommended for frontend dev)
# CSS build commands
npm run build:css # Build CSS once (minified)
npm run watch:css # Watch CSS files for changes
# Account management
npm run accounts # Interactive account management
npm run accounts:add # Add a new Google account via OAuth
npm run accounts:add -- --no-browser # Add account on headless server (manual code input)
npm run accounts:list # List configured accounts
npm run accounts:verify # Verify account tokens are valid
# Run all tests (server must be running on port 8080)
npm test
# Run individual tests
npm run test:signatures # Thinking signatures
npm run test:multiturn # Multi-turn with tools
npm run test:streaming # Streaming SSE events
npm run test:interleaved # Interleaved thinking
npm run test:images # Image processing
npm run test:caching # Prompt caching
npm run test:crossmodel # Cross-model thinking signatures
npm run test:oauth # OAuth no-browser mode
npm run test:cache-control # Cache control field stripping
# Run strategy unit tests (no server required)
node tests/test-strategies.cjs
```
## Architecture
**Request Flow:**
```
Claude Code CLI → Express Server (server.js) → CloudCode Client → Antigravity Cloud Code API
```
**Directory Structure:**
```
src/
├── index.js # Entry point
├── server.js # Express server
├── constants.js # Configuration values
├── errors.js # Custom error classes
├── fallback-config.js # Model fallback mappings and helpers
│
├── cloudcode/ # Cloud Code API client
│ ├── index.js # Public API exports
│ ├── session-manager.js # Session ID derivation for caching
│ ├── rate-limit-parser.js # Parse reset times from headers/errors
│ ├── request-builder.js # Build API request payloads
│ ├── sse-parser.js # Parse SSE for non-streaming
│ ├── sse-streamer.js # Stream SSE events in real-time
│ ├── message-handler.js # Non-streaming message handling
│ ├── streaming-handler.js # Streaming message handling
│ └── model-api.js # Model listing and quota APIs
│
├── account-manager/ # Multi-account pool management
│ ├── index.js # AccountManager class facade
│ ├── storage.js # Config file I/O and persistence
│ ├── rate-limits.js # Rate limit tracking and state
│ ├── credentials.js # OAuth token and project handling
│ └── strategies/ # Account selection strategies
│ ├── index.js # Strategy factory (createStrategy)
│ ├── base-strategy.js # Abstract base class
│ ├── sticky-strategy.js # Cache-optimized sticky selection
│ ├── round-robin-strategy.js # Load-balanced rotation
│ ├── hybrid-strategy.js # Smart multi-signal distribution
│ └── trackers/ # State trackers for hybrid strategy
│ ├── index.js # Re-exports trackers
│ ├── health-tracker.js # Account health scores
│ ├── token-bucket-tracker.js # Client-side rate limiting
│ └── quota-tracker.js # Quota-aware account selection
│
├── auth/ # Authentication
│ ├── oauth.js # Google OAuth with PKCE
│ ├── token-extractor.js # Legacy token extraction from DB
│ └── database.js # SQLite database access
│
├── webui/ # Web Management Interface
│ └── index.js # Express router and API endpoints
│
├── modules/ # Feature modules
│ └── usage-stats.js # Request tracking and history persistence
│
├── cli/ # CLI tools
│ └── accounts.js # Account management CLI
│
├── format/ # Format conversion (Anthropic ↔ Google)
│ ├── index.js # Re-exports all converters
│ ├── request-converter.js # Anthropic → Google conversion
│ ├── response-converter.js # Google → Anthropic conversion
│ ├── content-converter.js # Message content conversion
│ ├── schema-sanitizer.js # JSON Schema cleaning for Gemini
│ ├── thinking-utils.js # Thinking block validation/recovery
│ └── signature-cache.js # Signature cache (tool_use + thinking signatures)
│
└── utils/ # Utilities
├── claude-config.js # Claude CLI settings file I/O (supports CLAUDE_CONFIG_PATH env var)
├── helpers.js # formatDuration, sleep, isNetworkError
├── logger.js # Structured logging
└── native-module-helper.js # Auto-rebuild for native modules
```
**Frontend Structure (public/):**
```
public/
├── index.html # Main entry point
├── css/
│ ├── style.css # Compiled Tailwind CSS (generated, do not edit)
│ └── src/
│ └── input.css # Tailwind source with @apply directives
├── js/
│ ├── app.js # Main application logic (Alpine.js)
│ ├── config/ # Application configuration
│ │ └── constants.js # Centralized UI constants and limits
│ ├── store.js # Global state management
│ ├── data-store.js # Shared data store (accounts, models, quotas, placeholder data)
│ ├── settings-store.js # Settings management store (incl. dev mode sub-toggles)
│ ├── components/ # UI Components
│ │ ├── dashboard.js # Main dashboard orchestrator
│ │ ├── account-manager.js # Account list, OAuth, & threshold settings
│ │ ├── models.js # Model list with draggable quota threshold markers
│ │ ├── logs-viewer.js # Live log streaming
│ │ ├── claude-config.js # CLI settings editor
│ │ ├── server-config.js # Server settings UI
│ │ └── dashboard/ # Dashboard sub-modules
│ │ ├── stats.js # Account statistics calculation
│ │ ├── charts.js # Chart.js visualizations
│ │ └── filters.js # Chart filter state management
│ └── utils/ # Frontend utilities
│ ├── error-handler.js # Centralized error handling with ErrorHandler.withLoading
│ ├── account-actions.js # Account operations service layer
│ ├── redact.js # Screenshot mode email redaction utility
│ ├── validators.js # Input validation
│ └── model-config.js # Model configuration helpers
└── views/ # HTML partials (loaded dynamically)
├── dashboard.html
├── accounts.html
├── models.html
├── settings.html
└── logs.html
```
**Key Modules:**
- **src/server.js**: Express server exposing Anthropic-compatible endpoints (`/v1/messages`, `/v1/models`, `/health`, `/account-limits`) and mounting WebUI
- **src/webui/index.js**: WebUI backend handling API routes (`/api/*`) for config, accounts, and logs
- **src/cloudcode/**: Cloud Code API client with retry/failover logic, streaming and non-streaming support
- `model-api.js`: Model listing, quota retrieval (`getModelQuotas()`), and subscription tier detection (`getSubscriptionTier()`)
- **src/account-manager/**: Multi-account pool with configurable selection strategies, rate limit handling, and automatic cooldown
- Strategies: `sticky` (cache-optimized), `round-robin` (load-balanced), `hybrid` (smart distribution)
- `getStrategyHealthData()`: Exposes per-account health scores, token buckets, and failure counts for the WebUI health inspector
- **src/auth/**: Authentication including Google OAuth, token extraction, database access, and auto-rebuild of native modules
- **src/format/**: Format conversion between Anthropic and Google Generative AI formats
- **src/config.js**: Runtime configuration with defaults (`globalQuotaThreshold`, `maxAccounts`, `accountSelection`, `devMode`, etc.)
- **src/constants.js**: API endpoints, model mappings, fallback config, OAuth config, and all configuration values
- **src/modules/usage-stats.js**: Tracks request volume by model/family, persists 30-day history to JSON, and auto-prunes old data.
- **src/fallback-config.js**: Model fallback mappings (`getFallbackModel()`, `hasFallback()`)
- **src/errors.js**: Custom error classes (`RateLimitError`, `AuthError`, `ApiError`, etc.)
**Multi-Account Load Balancing:**
- Configurable selection strategy via `--strategy` flag or WebUI
- Three strategies available:
- **Sticky** (`--strategy=sticky`): Best for prompt caching, stays on same account
- **Round-Robin** (`--strategy=round-robin`): Maximum throughput, rotates every request
- **Hybrid** (`--strategy=hybrid`, default): Smart selection using health + tokens + LRU
- Model-specific rate limiting via `account.modelRateLimits[modelId]`
- Automatic switch only when rate-limited for > 2 minutes on the current model
- Session ID derived from first user message hash for cache continuity
- Account state persisted to `~/.config/antigravity-proxy/accounts.json`
**Account Selection Strategies:**
1. **Sticky Strategy** (best for caching):
- Stays on current account until rate-limited or unavailable
- Waits up to 2 minutes for short rate limits before switching
- Maintains prompt cache continuity across requests
2. **Round-Robin Strategy** (best for throughput):
- Rotates to next account on every request
- Skips rate-limited/disabled accounts
- Maximizes concurrent request distribution
3. **Hybrid Strategy** (default, smart distribution):
- Uses health scores, token buckets, quota awareness, and LRU for selection
- Scoring formula: `score = (Health × 2) + ((Tokens / MaxTokens × 100) × 5) + (Quota × 1) + (LRU × 0.1)`
- Health scores: Track success/failure patterns with passive recovery
- Token buckets: Client-side rate limiting (50 tokens, 6 per minute regeneration)
- Quota awareness: Accounts below configurable quota threshold are deprioritized
- LRU freshness: Prefer accounts that have rested longer
- **Emergency/Last Resort Fallback**: When all accounts are exhausted:
- Emergency fallback: Bypasses health check, adds 250ms throttle delay
- Last resort fallback: Bypasses both health and token checks, adds 500ms throttle delay
- Configuration in `src/config.js` under `accountSelection`
**Quota Threshold (Quota Protection):**
- Configurable minimum quota level before the proxy switches to another account
- Three-tier threshold resolution (highest priority first):
1. **Per-model**: `account.modelQuotaThresholds[modelId]` - override for specific models
2. **Per-account**: `account.quotaThreshold` - account-level default
3. **Global**: `config.globalQuotaThreshold` - server-wide default (0 = disabled)
- All thresholds are stored as fractions (0-0.99), displayed as percentages (0-99%) in the UI
- Global threshold configurable via WebUI Settings → Quota Protection
- Per-account and per-model thresholds configurable via Account Settings modal or draggable markers on model quota bars
- Used by `QuotaTracker.isQuotaCritical()` in the hybrid strategy to exclude low-quota accounts
**Account Data Model:**
Each account object in `accounts.json` contains:
- **Basic Info**: `email`, `source` (oauth/manual/database), `enabled`, `lastUsed`
- **Credentials**: `refreshToken` (OAuth) or `apiKey` (manual)
- **Subscription**: `{ tier, projectId, detectedAt }` - automatically detected via `loadCodeAssist` API
- `tier`: 'free' | 'pro' | 'ultra' (detected from `paidTier` or `currentTier`)
- **Quota**: `{ models: {}, lastChecked }` - model-specific quota cache
- `models[modelId]`: `{ remainingFraction, resetTime }` from `fetchAvailableModels` API
- **Quota Thresholds**: Per-account quota protection settings
- `quotaThreshold`: Account-level minimum quota fraction (0-0.99, `undefined` = use global)
- `modelQuotaThresholds`: `{ [modelId]: fraction }` - per-model overrides (takes priority over account-level)
- **Rate Limits**: `modelRateLimits[modelId]` - temporary rate limit state (in-memory during runtime)
- **Validity**: `isInvalid`, `invalidReason` - tracks accounts needing re-authentication
**Prompt Caching:**
- Cache is organization-scoped (requires same account + session ID)
- Session ID is SHA256 hash of first user message content (stable across turns)
- `cache_read_input_tokens` returned in usage metadata when cache hits
- Token calculation: `input_tokens = promptTokenCount - cachedContentTokenCount`
**Model Fallback (--fallback flag):**
- When all accounts are exhausted for a model, automatically falls back to an alternate model
- Fallback mappings defined in `MODEL_FALLBACK_MAP` in `src/constants.js`
- Thinking models fall back to thinking models (e.g., `claude-sonnet-4-6-thinking` → `gemini-3-flash`)
- Fallback is disabled on recursive calls to prevent infinite chains
- Enable with `npm start -- --fallback` or `FALLBACK=true` environment variable
**Cross-Model Thinking Signatures:**
- Claude and Gemini use incompatible thinking signatures
- When switching models mid-conversation, incompatible signatures are detected and dropped
- Signature cache tracks model family ('claude' or 'gemini') for each signature
- `hasGeminiHistory()` detects Gemini→Claude cross-model scenarios
- Thinking recovery (`closeToolLoopForThinking()`) injects synthetic messages to close interrupted tool loops
- For Gemini targets: strict validation - drops unknown or mismatched signatures
- For Claude targets: lenient - lets Claude validate its own signatures
**Cache Control Handling (Issue #189):**
- Claude Code CLI sends `cache_control` fields on content blocks for prompt caching
- Cloud Code API rejects these with "Extra inputs are not permitted"
- `cleanCacheControl(messages)` strips cache_control from ALL block types at pipeline entry
- Called at the START of `convertAnthropicToGoogle()` before any other processing
- Additional sanitizers (`sanitizeTextBlock`, `sanitizeToolUseBlock`) provide defense-in-depth
- Pattern inspired by Antigravity-Manager's `clean_cache_control_from_messages()`
**Claude CLI Config Path (systemd fix):**
- `getClaudeConfigPath()` in `src/utils/claude-config.js` resolves the path to `~/.claude/settings.json`
- When running as a systemd service, `os.homedir()` returns the service user's home (e.g. `/root`), not the real user's
- Set `CLAUDE_CONFIG_PATH` env var to the real user's `.claude` directory (e.g. `/home/user/.claude`)
- The env var is checked first; falls back to `os.homedir()/.claude` if unset
**Native Module Auto-Rebuild:**
- When Node.js is updated, native modules like `better-sqlite3` may become incompatible
- The proxy automatically detects `NODE_MODULE_VERSION` mismatch errors
- On detection, it attempts to rebuild the module using `npm rebuild`
- If rebuild succeeds, the module is reloaded; if reload fails, a server restart is required
- Implementation in `src/utils/native-module-helper.js` and lazy loading in `src/auth/database.js`
**Developer Mode:**
- Broader replacement for the old "Debug Mode" toggle, enabled via `--dev-mode` CLI flag, `DEV_MODE=true` env var, or WebUI Settings toggle
- `--debug` flag is a legacy alias that also enables developer mode
- Backend: `config.devMode` field in `src/config.js`, toggled at runtime via `POST /api/config` with `{ devMode: bool }`
- Frontend: `Alpine.store('data').devMode` synced from server config on health checks
- Gates access to `GET /api/strategy/health` (returns 403 when dev mode is off)
- **Sub-toggles** (client-side, stored in `settings-store.js` via localStorage):
- **Screenshot Mode** (`redactMode`): Redacts email addresses across all views using `window.Redact` utility (`public/js/utils/redact.js`)
- **Debug Logging** (`debugLogging`): Controls verbose debug message display
- **Log Export** (`logExport`): Shows/hides the export button in the logs toolbar
- **Health Inspector** (`healthInspector`): Shows/hides the strategy health inspector panel in accounts view (hybrid strategy only)
- **Placeholder Data** (`placeholderMode`): Injects 4 dummy accounts with varied quotas for UI testing
- **Include Real Accounts** (`placeholderIncludeReal`): Merges real accounts alongside placeholder data
- Placeholder data is purely client-side (generated in `data-store.js`, no backend changes)
- All sub-toggles use unified neon-purple styling
**Web Management UI:**
- **Stack**: Vanilla JS + Alpine.js + Tailwind CSS (local build with PostCSS)
- **Build System**:
- Tailwind CLI with JIT compilation
- PostCSS + Autoprefixer
- DaisyUI component library
- Custom `@apply` directives in `public/css/src/input.css`
- Compiled output: `public/css/style.css` (auto-generated on `npm install`)
- **Architecture**: Single Page Application (SPA) with dynamic view loading
- **State Management**:
- Alpine.store for global state (accounts, settings, logs)
- Layered architecture: Service Layer (`account-actions.js`) → Component Layer → UI
- **Features**:
- Real-time dashboard with Chart.js visualization and subscription tier distribution
- Account list with tier badges (Ultra/Pro/Free), quota progress bars, and per-account threshold settings
- Model quota bars with draggable per-account threshold markers (color-coded, with overlap handling)
- OAuth flow handling via popup window
- Live log streaming via Server-Sent Events (SSE)
- Config editor for both Proxy and Claude CLI (`~/.claude/settings.json`)
- Skeleton loading screens for improved perceived performance
- Empty state UX with actionable prompts
- Loading states for all async operations
- Developer Mode with granular sub-toggles (screenshot mode, debug logging, log export, health inspector, placeholder data)
- **Accessibility**:
- ARIA labels on search inputs and icon buttons
- Keyboard navigation support (Escape to clear search)
- **Security**: Optional password protection via `WEBUI_PASSWORD` env var
- **Config Redaction**: Sensitive values (passwords, tokens) are redacted in API responses
- **Smart Refresh**: Client-side polling with ±20% jitter and tab visibility detection (3x slower when hidden)
- **i18n Support**: English, Chinese (中文), Indonesian (Bahasa), Portuguese (PT-BR), Turkish (Türkçe)
## Testing Notes
- Tests require the server to be running (`npm start` in separate terminal)
- Tests are CommonJS files (`.cjs`) that make HTTP requests to the local proxy
- Shared test utilities are in `tests/helpers/http-client.cjs`
- Test runner supports filtering: `node tests/run-all.cjs <filter>` to run matching tests
## Code Organization
**Constants:** All configuration values are centralized in `src/constants.js`:
- API endpoints and headers
- Model mappings and model family detection (`getModelFamily()`, `isThinkingModel()`)
- Model fallback mappings (`MODEL_FALLBACK_MAP`)
- OAuth configuration
- Rate limit thresholds
- Thinking model settings
**Model Family Handling:**
- `getModelFamily(model)` returns `'claude'` or `'gemini'` based on model name
- Claude models use `signature` field on thinking blocks
- Gemini models use `thoughtSignature` field on functionCall parts (cached or sentinel value)
- When Claude Code strips `thoughtSignature`, the proxy tries to restore from cache, then falls back to `skip_thought_signature_validator`
**Error Handling:** Use custom error classes from `src/errors.js`:
- `RateLimitError` - 429/RESOURCE_EXHAUSTED errors
- `AuthError` - Authentication failures
- `ApiError` - Upstream API errors
- Helper functions: `isRateLimitError()`, `isAuthError()`
**Utilities:** Shared helpers in `src/utils/helpers.js`:
- `formatDuration(ms)` - Format milliseconds as "1h23m45s"
- `sleep(ms)` - Promise-based delay
- `isNetworkError(error)` - Check if error is a transient network error
**Data Persistence:**
- Subscription and quota data are automatically fetched when `/account-limits` is called
- Updated data is saved to `accounts.json` asynchronously (non-blocking)
- On server restart, accounts load with last known subscription/quota state
- Quota is refreshed on each WebUI poll (default: 30s with jitter)
**Logger:** Structured logging via `src/utils/logger.js`:
- `logger.info(msg)` - Standard info (blue)
- `logger.success(msg)` - Success messages (green)
- `logger.warn(msg)` - Warnings (yellow)
- `logger.error(msg)` - Errors (red)
- `logger.debug(msg)` - Debug output (magenta, only when enabled)
- `logger.setDebug(true)` - Enable debug mode
- `logger.isDebugEnabled` - Check if debug mode is on
**WebUI APIs:**
- `/api/accounts/*` - Account management (list, add, remove, refresh, threshold settings)
- `PATCH /api/accounts/:email` - Update account quota thresholds (`quotaThreshold`, `modelQuotaThresholds`)
- `/api/config/*` - Server configuration (read/write, includes `globalQuotaThreshold`, `devMode`)
- `/api/strategy/health` - Strategy health data for hybrid strategy (gated behind `devMode`)
- `/api/claude/config` - Claude CLI settings
- `/api/claude/mode` - Switch between Proxy/Paid mode (updates settings.json)
- `/api/logs/stream` - SSE endpoint for real-time logs
- `/api/stats/history` - Retrieve 30-day request history (sorted chronologically)
- `/api/auth/url` - Generate Google OAuth URL
- `/account-limits` - Fetch account quotas and subscription data
- Returns: `{ accounts: [{ email, subscription, limits, quotaThreshold, modelQuotaThresholds, ... }], models: [...], globalQuotaThreshold }`
- Query params: `?format=table` (ASCII table) or `?includeHistory=true` (adds usage stats)
## Frontend Development
### CSS Build System
**Workflow:**
1. Edit styles in `public/css/src/input.css` (Tailwind source with `@apply` directives)
2. Run `npm run build:css` to compile (or `npm run watch:css` for auto-rebuild)
3. Compiled CSS output: `public/css/style.css` (minified, committed to git)
**Component Styles:**
- Use `@apply` to abstract common Tailwind patterns into reusable classes
- Example: `.btn-action-ghost`, `.status-pill-success`, `.input-search`
- Skeleton loading: `.skeleton`, `.skeleton-stat-card`, `.skeleton-chart`
**When to rebuild:**
- After modifying `public/css/src/input.css`
- After pulling changes that updated CSS source
- Automatically on `npm install` (via `prepare` hook)
### Error Handling Pattern
Use `window.ErrorHandler.withLoading()` for async operations:
```javascript
async myOperation() {
return await window.ErrorHandler.withLoading(async () => {
// Your async code here
const result = await someApiCall();
if (!result.ok) {
throw new Error('Operation failed');
}
return result;
}, this, 'loading', { errorMessage: 'Failed to complete operation' });
}
```
- Automatically manages `this.loading` state
- Shows error toast on failure
- Always resets loading state in `finally` block
### Frontend Configuration
**Constants**:
All frontend magic numbers and configuration values are centralized in `public/js/config/constants.js`. Use `window.AppConstants` to access:
- `INTERVALS`: Refresh rates and timeouts
- `LIMITS`: Data quotas and display limits
- `UI`: Animation durations and delay settings
### Account Operations Service Layer
Use `window.AccountActions` for account operations instead of direct API calls:
```javascript
// ✅ Good: Use service layer
const result = await window.AccountActions.refreshAccount(email);
if (result.success) {
this.$store.global.showToast('Account refreshed', 'success');
} else {
this.$store.global.showToast(result.error, 'error');
}
// ❌ Bad: Direct API call in component
const response = await fetch(`/api/accounts/${email}/refresh`);
```
**Available methods:**
- `refreshAccount(email)` - Refresh token and quota
- `toggleAccount(email, enabled)` - Enable/disable account (with optimistic update)
- `deleteAccount(email)` - Delete account
- `getFixAccountUrl(email)` - Get OAuth re-auth URL
- `reloadAccounts()` - Reload from disk
- `canDelete(account)` - Check if account is deletable
All methods return `{success: boolean, data?: object, error?: string}`
### Dashboard Modules
Dashboard is split into three modules for maintainability:
1. **stats.js** - Account statistics calculation
- `updateStats(component)` - Computes active/limited/total counts
- Updates subscription tier distribution
2. **charts.js** - Chart.js visualizations
- `initQuotaChart(component)` - Initialize quota distribution pie chart
- `initTrendChart(component)` - Initialize usage trend line chart
- `updateQuotaChart(component)` - Update quota chart data
- `updateTrendChart(component)` - Update trend chart (with concurrency lock)
3. **filters.js** - Filter state management
- `getInitialState()` - Default filter values
- `loadPreferences(component)` - Load from localStorage
- `savePreferences(component)` - Save to localStorage
- `autoSelectTopN(component)` - Smart select top 5 active models
- Filter types: time range (1h/6h/24h/7d/all), display mode, family/model selection
Each module is well-documented with JSDoc comments.
## Maintenance
When making significant changes to the codebase (new modules, refactoring, architectural changes), update this CLAUDE.md and the README.md file to keep documentation in sync.