plastic-labs

plastic-labs/honcho

Instructions file

Claude Code instructions for plastic-labs/honcho, covering claude.md, honcho overview, what is honcho?, core concepts and peer paradigm.

plastic-labs/honcho

Skill Claude CodeCodex

Gives AI agents persistent memory across conversations using Honcho. Automatically saves and retrieves user context so the AI remembers preferences, history, and facts between sessions. Use when you need the AI to remember past conversations, recall what a user has told it, inject relevant context into prompts, or…

plastic-labs/honcho

Skill Claude CodeCodex

Inspect and debug Honcho workspaces via the honcho CLI. Use when investigating peer representations, memory state, session context, or dialectic quality — any task that requires introspection of a Honcho deployment, including verifying that a recall/record memory loop is actually working.

plastic-labs/honcho

Skill Claude CodeCodex

Integrate Honcho memory into existing Python or TypeScript codebases. Use when adding Honcho SDK, setting up peers, configuring sessions, and accessing Honcho's representation.

plastic-labs/honcho

Skill Claude CodeCodex

Concepts and strategy for using a connected Honcho as persistent memory of the user — the recall/record loop and session and peer design. Start here to understand how Honcho memory works, then connect — via a first-class integration for your environment if one exists (preferred), or raw MCP tools (covered here) or the…

plastic-labs/honcho

Skill Claude CodeCodex

Prepare a Honcho change for a pull request to plastic-labs/honcho. Invoke before opening a PR, when drafting a PR body, when asked if a branch is PR-ready, or when filling the pull request template. Checks the linked issue, required tests and docs, then writes Description / Proofs / Fixes.

plastic-labs/honcho

Skill Claude CodeCodex

Build, launch, and drive a local Honcho stack to verify a change at its runtime surface (the /v3 HTTP API and the deriver queue). Use when verifying a diff or confirming a change works in the running app.

plastic-labs/honcho

MCP server Claude CodeCodexCursor +2

Memory that reasons: continual learning for stateful agents. Better context, fewer tokens. Remote server at mcp.honcho.dev.

plastic-labs/codex-honcho

Skill Claude CodeCodex

Persistent cross-session memory via Honcho — recall what you know about the user before working, and save durable insights after.

plastic-labs/cursor-honcho

Skill Claude CodeCodex

Integrate Honcho memory and social cognition into existing Python or TypeScript codebases. Use when adding Honcho SDK, setting up peers, configuring sessions, implementing the dialectic chat endpoint for AI agents, or wiring Honcho into bot frameworks (nanobot, openclaw, picoclaw, etc).

plastic-labs/cursor-honcho

Skill Claude CodeCodex

Migrates Honcho Python SDK code from v1.6.0 to v2.0.0. Use when upgrading honcho package, fixing breaking changes after upgrade, or when errors mention AsyncHoncho, observations, Representation class, .core property, or getconfig methods.

plastic-labs/cursor-honcho

Skill Claude CodeCodex

Migrates Honcho TypeScript SDK code from v1.6.0 to v2.0.0. Use when upgrading @honcho-ai/sdk, fixing breaking changes after upgrade, or when errors mention removed APIs like .core, getConfig, observations, or snakecase properties.

plastic-labs/cursor-honcho

Plugin Claude Code

Persistent memory for Claude Code sessions using Honcho by Plastic Labs.

plastic-labs/cursor-honcho

Agent

Deep memory analyst that queries Honcho to answer complex questions about the user's history, preferences, and past work. Use when the main agent needs rich context about the user that goes beyond what was loaded at session start.

plastic-labs/cursor-honcho

Command

Quick memory recall - search Honcho for something specific from past sessions.

plastic-labs/cursor-honcho

Command

Save something important to Honcho's persistent memory.

plastic-labs/cursor-honcho

Cursor rule

Honcho persistent memory system is active. The agent has cross-session memory and should leverage it.

plastic-labs/cursor-honcho

Skill Claude CodeCodex

Configure Honcho memory plugin settings interactively.

plastic-labs/cursor-honcho

Skill Claude CodeCodex

Interview the user to capture stable, cross-project preferences and save them to Honcho.

plastic-labs/cursor-honcho

Skill Claude CodeCodex

First-time Honcho configuration -- set API key, validate connection, create config.

plastic-labs/cursor-honcho

Skill Claude CodeCodex

Show current Honcho memory status and configuration.