Honcho Integration

Wires Honcho's memory and social cognition library into your Python or TypeScript codebase. Honcho builds rich representations of participants over time by reasoning about conversation history, so your AI can query "What does this user care about?" or "How technical is this person?" and get grounded answers. The skill walks through exploration, asks pointed questions about which entities to track (users, AI agents, both), how sessions map to your app's conversation structure, and whether you want tool-based queries or pre-fetched context. Then it handles SDK setup, peer creation, and message storage. Includes specific guidance for bot frameworks like nanobot and openclaw. Works with any model or framework since it's just async reasoning in the background.

Install to Claude Code

npx -y skills add plastic-labs/honcho --skill honcho-integration --agent claude-code