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architecture for AI agents with multi-layered memory","maintainers":[{"name":"namistaken","email":"rdhudson@gmail.com"},{"name":"baileydavis2026","email":"bailey@bigcanyonfarms.com"}],"readme":"# Hivemind\n\nCognitive architecture for AI agents with multi-layered memory, context isolation, and multi-machine fleet distribution.\n\n_Updated by Caitlin 2026-03-01_  \n_Verified access by daina 2026-03-01_\n\n## Quick Start\n\n### One-Command Install (recommended)\n\n```bash\ncurl -sL api.sesame.space/api/v1/hivemind/install | bash -s -- <your-sesame-api-key>\n```\n\nThis installs all dependencies, configures the agent from Sesame, and starts it.\n\n### Manual Install\n\n```bash\n# Install the CLI\nnpm install -g @sesamespace/hivemind\n\n# Initialize from your Sesame API key\nhivemind init <your-sesame-api-key>\n\n# Start the agent\nhivemind start --config config/default.toml\n\n# (Optional) Install as a service that survives reboots\nhivemind service install\n```\n\n### Development Install\n\n```bash\ngit clone https://github.com/baileydavis2026/hivemind.git\ncd hivemind\npnpm install\npnpm build\ncd packages/memory && cargo build --release && cd ../..\n```\n\n## What You Need\n\n- **macOS** (Apple Silicon recommended)\n- **Sesame API key** — get one at [sesame.space](https://sesame.space)\n- **OpenRouter API key** — get one at [openrouter.ai](https://openrouter.ai) (or provision via Sesame vault)\n\n## Architecture\n\n```\n┌─────────────────────────────────────────┐\n│  Agent Runtime (TypeScript)              │\n│  ├── Sesame WebSocket (messaging)        │\n│  ├── Context Manager (project isolation) │\n│  ├── LLM Client (OpenRouter)             │\n│  └── Memory Client                       │\n│       └── Memory Daemon (Rust/LanceDB)   │\n│            └── Ollama (embeddings)        │\n└─────────────────────────────────────────┘\n```\n\n### Memory Layers\n\n| Layer | Name | Purpose |\n|-------|------|---------|\n| L1 | Working Memory | Current conversation (in-memory) |\n| L2 | Episodic Memory | All interactions (LanceDB vectors) |\n| L3 | Semantic Memory | Promoted knowledge (high-access patterns) |\n| L4 | External Memory | Git, files, APIs (on-demand) |\n\n## Dashboard\n\nLocal web UI for debugging memory and LLM request formation.\n\n```\nhttp://localhost:9485\n```\n\n- **Request Inspector:** View every LLM call with full prompt breakdown (identity files, L3 knowledge, L2 episodes with scores, L1 history, config snapshot, token estimates)\n- **Memory Browser:** Search L2 episodes, view/delete L3 entries per context\n- **Context Overview:** List contexts with episode counts\n\nBound to localhost only, no auth required. Starts automatically with the agent.\n\n## Agent Introspection Commands\n\nUse `hm:` prefix in DMs (not group chats — may collide with other agents' platforms):\n\n| Command | Description |\n|---------|-------------|\n| `hm:status` | Agent health, memory daemon, model, active context |\n| `hm:config` | Full configuration details |\n| `hm:contexts` | All contexts with L1/L2 info |\n| `hm:memory stats` | Episode counts and L3 entries per context |\n| `hm:memory search <query>` | Search L2 memories with similarity scores |\n| `hm:memory l3 [context]` | View promoted L3 knowledge entries |\n| `hm:help` | List all available commands |\n\nThese bypass the LLM — deterministic, direct daemon queries.\n\n## CLI Commands\n\n| Command | Description |\n|---------|-------------|\n| `hivemind init <key>` | Initialize agent from Sesame API key |\n| `hivemind start` | Start the agent |\n| `hivemind service install` | Install as launchd service (auto-start on boot) |\n| `hivemind service status` | Check service status |\n| `hivemind service logs` | View recent logs |\n| `hivemind service uninstall` | Remove launchd services |\n| `hivemind fleet` | Manage worker fleet |\n\n## Configuration\n\nConfig is layered (later overrides earlier):\n\n1. `config/default.toml` — shipped defaults\n2. `config/local.toml` — generated by `hivemind init`\n3. `.env` — secrets (SESAME_API_KEY, LLM_API_KEY, AGENT_NAME)\n4. Environment variables — override everything\n\n## Team Charter\n\nAgent behavior in group chats is governed by `config/TEAM-CHARTER.md`. Edit it to change how agents interact in shared spaces. Changes take effect on agent restart.\n\n## Development\n\n```bash\npnpm install          # Install deps\npnpm build            # Build all packages\n\n# Run tests (49 total)\nnpx tsx packages/runtime/src/__tests__/fleet.test.ts\nnpx tsx packages/runtime/src/__tests__/integration.test.ts\nnpx tsx packages/runtime/src/__tests__/fleet-integration.test.ts\n```\n\n## Publishing\n\n```bash\n./scripts/build-npm.sh                    # Build flat npm package\ncd dist/npm && npm publish --access public  # Publish to npm\n```\n\n## License\n\nPrivate — Big Canyon Farms\n","readmeFilename":"README.md"}