integrate SKILL.md skillB
integrate from plastic-labs/claude-honcho is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.
mdr add plastic-labs/claude-honcho/integrate@git:20260220.80202bfPins git:20260220.80202bf in mdr.lock. Pin the fingerprint instead.
- Audit grade
- B, 16 of 17 checks passed
- Kind
- SKILL.md skill
- Repository
- plastic-labs/claude-honcho
- Path
plugins/honcho-dev/skills/integrate/SKILL.md- Versions recorded
- 2
- Latest version
- git:20260220.80202bf, committed Feb 20, 2026
- First version recorded
- Feb 3, 2026
- Size
- 18,496 bytes
- Repository stars
- 77
- License
- MIT
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).
Collected from public GitHub. Every version is saved exactly as it was and never changes. Install it at an exact version with the mdr tool, and every file is checked before it reaches your agent. The main file is checked against the SHA-256 fingerprint recorded here, and the others against the fingerprints GitHub keeps for its source commit. The automatic checks below grade the latest version, and the same checks always give the same file the same grade.
What the file says
# Honcho Integration Guide
## What is Honcho
Honcho is an open source memory library for building stateful agents. It works with any model, framework, or architecture. You send Honcho the messages from your conversations, and custom reasoning models process them in the background — extracting premises, drawing conclusions, and building rich representations of each participant over time. Your agent can then query those representations on-demand ("What does this user care about?", "How technical is this person?") and get grounded, reasoned answers.
The key mental model: **Peers** are any participant — human or AI. Both are represented the same way. Observation settings (`observe_me`, `observe_others`) control which peers Honcho reasons about. Typically you want Honcho to model your users (`observe_me=True`) but not your AI assistant (`observe_me=False`). **Sessions** scope conversations between peers. **Messages** are the raw data you feed in — Honcho reasons about them asynchronously and stores the results as the peer's **representation**. No messages means no reasoning means no memory.
…Read the whole file at its exact version.
How to install
mdr add plastic-labs/claude-honcho/integrate@sha256:abfa83def04b8591The line at the top of this page pins the label git:20260220.80202bf, which is what most people want. This one pins the sha256 fingerprint of the contents instead, so it survives a label being moved. Either way the exact version is written to mdr.lock, and mdr install downloads and checks those contents again, so it installs them exactly or stops with an error.
[](https://markdownregistry.com/a/art_evhhimu6q65yiyrd)
5 badge image fetches in 30 days. What the badge shows.
Versions
The registry has recorded 2 versions of this file, between Feb 3, 2026 and Feb 20, 2026, about one every 16 days.
| version | committed | commit | size | audit | |
|---|---|---|---|---|---|
| git:20260220.80202bf latest | 2026-02-20 | 80202bf | 18,496 B | B | view · diff |
| git:20260203.ab2f56f | 2026-02-03 | ab2f56f | 14,337 B | B | view |
Audit of the latest version
- fail: Frontmatter declares a name
- pass: Frontmatter block present
- pass: Frontmatter declares a description
- pass: Size between 200 bytes and 200 KB (18496 bytes)
- pass: No zero-width or bidi control characters
- pass: No instruction hidden inside an HTML comment
- pass: No link to an exfiltration or paste host
- pass: No credential-shaped string
- pass: No instruction to send local credentials anywhere
- pass: No text hidden with inline styles
- pass: No prompt-injection phrasing
- pass: No curl or wget piped into a shell
- pass: No recursive delete of root, home or parent
- pass: No instruction to read or print local credentials
- pass: No base64 blob over 200 characters
- pass: No link to a raw IP address
- pass: No script tag
Starting a new one? Use a template for SKILL.md on mdpantry, which passes every one of these checks and says what to change in it.
Source
plastic-labs/claude-honcho · 77 stars · license MIT · pushed 2026-11-05 · branch main
API
GET https://markdownregistry.com/api/v1/artifacts/art_evhhimu6q65yiyrd GET https://markdownregistry.com/api/v1/resolve?ref=plastic-labs/claude-honcho/integrate GET https://markdownregistry.com/api/v1/blob/abfa83def04b8591bb4c68475996c2501f47b93046ee4bf88bdb3ce680726ad1
Your AI assistant does the legwork. You hear about the deals worth your word. Hand yours the standing instructions at modelranch.com and it joins the network that reads files like this one.
Guides: the SKILL.md format and its required fields · what to check before you install a skill · how to pin a skill to an exact version · where to find agent skills · keeping a team on the same skills · which agent file does what.
More from plastic-labs/claude-honcho
Every file in plastic-labs/claude-honcho