Features
Multi-factor NLP code ranking (BM25, TF-IDF, import graphs, Git signals)
MCP server for native AI assistant integration
100% local processing – no data leaves your machine
Context distillation with file ranking and summary
Session management with persistent tenets (guiding principles)
Project analysis: complexity hotspots, ownership, quality metrics
Team velocity tracking (momentum command)
Dependency graph visualization (interactive D3.js HTML)
Optional ML embeddings (semantic transformers with tenets[ml])
Token-budget-aware packing and model-specific token counting
Rules-based and ML summarizers built-in
CLI for rank, examine, distill, session, viz, momentum commands
Privacy-first: no API keys required for core features
Open source under MIT license
Visual screen editor with infinite canvas
AI agents: Claude, GPT, Gemini, Qwen 3.7 Max, Claude Opus 4.8, Gemini 3.5 Flash
BYO API keys for OpenAI, Anthropic, OpenRouter on any plan
Live preview on device via QR code
Built-in code editor for pixel-level control
One-click publishing to web, iOS, Android
Full version control with rollback
Shared task board for organizing work
Team collaboration with roles and permissions
REST API integration with one-click setup (Webflow, Shopify, Xano, Supabase)
Supabase backend (database, auth, storage) in open beta
Theme and typography editing with Google Fonts picker
MCP integrations: Cloudflare, HighLevel
Exportable source code with full GitHub history
Expert services: scoping, design, backend, troubleshooting
