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plastic-labsplastic-labsOfficial·6 Agent Skills Included

honcho

Give AI agents persistent memory that learns users over time

Adds long-term memory to AI agents by storing conversations and reasoning over them in the background. Builds rich user profiles from messages so agents recall preferences, history, and context across sessions. Eliminates stateless chatbots and manual prompt stuffing with ready SDKs, CLI tools, and MCP integrations.
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npx skills add plastic-labs/honcho --all -g -y
Available:

Explains Honcho's memory architecture, agent components, and runtime rules so your AI agent can correctly navigate, test, and extend the codebase.

All Skills in This Repository (6)

Pure Emerald Level Indicators
📦 In Repo
plastic-labsplastic-labs

honcho-memory

Stores and retrieves persistent AI conversation memory using the Honcho API.

Official
Intermediate
📦 In Repo
plastic-labsplastic-labs

verify

Launch and drive a local Honcho stack to verify code changes against the /v3 HTTP API.

Official
Intermediate
📦 In Repo
plastic-labsplastic-labs

pre-pr

Validates Honcho changes against issue, test, and docs requirements before drafting pull request bodies.

Official
Intermediate
📦 In Repo
plastic-labsplastic-labs

honcho-integration

Integrate Honcho memory and social cognition into Python or TypeScript projects.

Official
Intermediate
📦 In Repo
plastic-labsplastic-labs

migrate-honcho-ts

Migrate Honcho TypeScript SDK code from v1.6.0 to v2.0.0.

Official
Advanced
📦 In Repo
plastic-labsplastic-labs

migrate-honcho

Migrate Honcho Python SDK code from v1.6.0 to v2.0.0.

Official
Advanced

Frequently Asked Questions

FAQPage Schema
How to install Honcho?▼

Run `npx skills add plastic-labs/honcho --all -g -y` in your terminal to install all skills in this suite globally.

How to give my AI agent persistent memory?▼

Connect your agent to Honcho via its MCP server or SDK, then record each conversation turn so Honcho builds a user profile you can query anytime.

Does Honcho work with Claude Code and Cursor?▼

Yes. Honcho offers an MCP server and plugins that work with Claude Code, Cursor, OpenCode, OpenClaw, and other MCP-compatible clients.

Can I use Honcho with Python or TypeScript apps?▼

Yes. Honcho provides official Python and TypeScript SDKs to store messages, query user representations, and inject context into any LLM call.

Can I self-host Honcho?▼

Yes. You can run Honcho locally with the CLI or self-host the full FastAPI server with Docker Compose, Postgres, and Redis.

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