Home / plastic-labs / claude-honcho · plugins/honcho/skills/insights/SKILL.md · GitHub

insights skillB

insights is agent-read markdown (skill) from plastic-labs/claude-honcho: Distill accumulated Honcho memory into concrete Claude Code config updates — CLAUDE.md edits, output-style rules, and skill ideas.

Indexed from public GitHub and served as immutable, content-addressed versions. Install it pinned to an exact SHA-256 with the mdr CLI, and every file is verified against the hash recorded here before it reaches your agent. The deterministic audit below grades the latest version, and the same file always earns the same grade.

What the file says

# Honcho Insights

Run a deep dialectic pass over everything Honcho has accumulated about the user, and turn it
into changes they can actually make to their Claude Code setup: CLAUDE.md rules, output-style
adjustments, and skills worth writing.

This is a distillation, not a recall. The dialectic already answers "what do you know about
me". The job here is to convert that into a short, ranked list of edits.

## Arguments

`/honcho:insights` takes an optional focus, e.g. `/honcho:insights prose` or
`/honcho:insights skill ideas for the deploy flow`. When given, aim every query at that focus
and drop the other axes. With no argument, cover all of them.

## Step 1: Read what already exists

Proposals are diffs, not restatements. Before querying, read the current setup so anything
already written down can be excluded:

- `~/.claude/CLAUDE.md` and the project's `CLAUDE.md` (repo root, plus `.claude/CLAUDE.md`)
- the active output style, if any, under `~/.claude/output-styles/`
- skill names under `~/.claude/skills/` and `.claude/skills/` (names only, don't read bodies)

Missing files are normal. Note what you found in one line, then move on.

## Step 2: Query the dialectic
…

Read the whole file at its exact version.

How to install

Latest version
mdr add plastic-labs/claude-honcho/insights@git:20260731.9e53e74
Exact content
mdr add plastic-labs/claude-honcho/insights@sha256:588b581afde29dc7

Pin to a label to follow the author's releases, or to a sha256 to freeze the exact bytes forever. Either way the resolved hash is written to mdr.lock, and mdr install reproduces it on any machine.

Badge

mdr badge

[![mdr](https://markdownregistry.com/badge/art_hxjkzlllcl7kruxq.svg)](https://markdownregistry.com/a/art_hxjkzlllcl7kruxq)

1 badge views in 30 days

Versions

versioncommittedcommitsizeaudit
git:20260731.9e53e74 latest2026-07-31 9e53e74 5,584 BB view

Audit of the latest version

B  16 of 17 checks passed. Deterministic, no model, same answer every run.
  • fail: Frontmatter declares a name
  • pass: Frontmatter block present
  • pass: Frontmatter declares a description
  • pass: Size between 200 bytes and 200 KB (5584 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

Source

GitHub

plastic-labs/claude-honcho · 63 stars · license MIT · pushed 2026-09-23 · branch main

API

GET https://markdownregistry.com/api/v1/artifacts/art_hxjkzlllcl7kruxq
GET https://markdownregistry.com/api/v1/resolve?ref=plastic-labs/claude-honcho/insights
GET https://markdownregistry.com/api/v1/blob/588b581afde29dc7a037cdbdd630376a40a9d7de451a4fffe170d0a8599d1d09

Your agent 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.

More from plastic-labs/claude-honcho

integrate skill
plastic-labs/claude-honcho · plugins/honcho-dev/skills/integrate/SKILL.md · Integrate Honcho memory and social cognition into existing Python or TypeScript codebases. Use when adding Honcho SDK…
git:20260220.80202bf · audit B · 63 stars
migrate-py skill
plastic-labs/claude-honcho · plugins/honcho-dev/skills/migrate-py/SKILL.md · Migrates Honcho Python SDK code from v1.6.0 to v2.0.0. Use when upgrading honcho package, fixing breaking changes after…
git:20260220.80202bf · audit B · 63 stars
migrate-ts skill
plastic-labs/claude-honcho · plugins/honcho-dev/skills/migrate-ts/SKILL.md · Migrates Honcho TypeScript SDK code from v1.6.0 to v2.0.0. Use when upgrading @honcho-ai/sdk, fixing breaking changes…
git:20260220.80202bf · audit B · 63 stars
briefing skill
plastic-labs/claude-honcho · plugins/honcho/skills/briefing/SKILL.md · Load the Honcho session briefing (session summary + peer card) via a visible tool call
git:20260731.ca132f4 · audit B · 63 stars
config skill
plastic-labs/claude-honcho · plugins/honcho/skills/config/SKILL.md · Configure Honcho memory plugin settings interactively
git:20260729.073a26f · audit B · 63 stars
import skill
plastic-labs/claude-honcho · plugins/honcho/skills/import/SKILL.md · Import past local Claude Code sessions into Honcho memory (backfill history)
git:20260723.eeaf5dd · audit B · 63 stars
interview skill
plastic-labs/claude-honcho · plugins/honcho/skills/interview/SKILL.md · Interview the user to capture stable, cross-project preferences and save them to Honcho
git:20260203.ab2f56f · audit B · 63 stars
setup skill
plastic-labs/claude-honcho · plugins/honcho/skills/setup/SKILL.md · First-time Honcho configuration -- set API key, validate connection, create config
git:20260723.eeaf5dd · audit B · 63 stars
status skill
plastic-labs/claude-honcho · plugins/honcho/skills/status/SKILL.md · Show current Honcho memory status and configuration
git:20260302.15579b2 · audit B · 63 stars

Every file in plastic-labs/claude-honcho

Other files named insights

insights skill
mycelium-hq/ai-brain-starter · skills/insights/SKILL.md · Use when the user types /weekly or /monthly, asks for a weekly or monthly journal review or retrospective, asks 'how…
git:20260825.bd028bd · audit A · 36 stars
insights skill
nebius/nebius-physical-ai · skills/tools/insights/SKILL.md · Use when turning the reports/manifests other workbench tools emit into a queryable lineage graph + common metrics…
git:20260906.525ee24 · audit A · 32 stars

Browse by kind, by grade B, or by owner.