autoresearch SKILL.md skillA
autoresearch from yeachan-heo/oh-my-claudecode is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.
mdr add yeachan-heo/oh-my-claudecode/autoresearch@git:20261020.b80c7a2Pins git:20261020.b80c7a2 in mdr.lock. Pin the fingerprint instead.
- Audit grade
- A, 17 of 17 checks passed
- Kind
- SKILL.md skill
- Repository
- yeachan-heo/oh-my-claudecode
- Path
skills/autoresearch/SKILL.md- Versions recorded
- 2
- Latest version
- git:20261020.b80c7a2, committed Oct 20, 2026
- First version recorded
- Apr 19, 2026
- Size
- 3,477 bytes
- Repository stars
- 40,492
- License
- MIT
Stateful single-mission improvement loop with strict evaluator contract, markdown decision logs, and max-runtime stop behavior.
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
<Purpose> Autoresearch is a stateful skill for bounded, evaluator-driven iterative improvement. It owns one mission at a time, keeps iterating through non-passing results, records each evaluation and decision as durable artifacts, and stops only when an explicit max-runtime ceiling or another explicit terminal condition is reached. </Purpose> <Use_When> - You already have a mission and evaluator from `/deep-interview --autoresearch` - You want persistent single-mission improvement with strict evaluation - You need durable experiment logs under `.omc/autoresearch/` - You want a supported path for periodic reruns via Claude Code native cron </Use_When> <Do_Not_Use_When> - You need evaluator generation at runtime — use `/deep-interview --autoresearch` first - You need multiple missions orchestrated together — v1 forbids that - You want the deprecated `omc autoresearch` CLI flow — it is no longer authoritative </Do_Not_Use_When> <Contract> - Single-mission only in v1 - Mission setup/evaluator generation stays in `deep-interview --autoresearch` - Evaluator output must be structured JSON with required boolean `pass` and optional numeric `score` …
Read the whole file at its exact version.
How to install
mdr add yeachan-heo/oh-my-claudecode/autoresearch@sha256:988865735082cb32The line at the top of this page pins the label git:20261020.b80c7a2, 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_mjngul2kyrlnwigr)
4 badge image fetches in 30 days. What the badge shows.
Versions
The registry has recorded 2 versions of this file, between Apr 19, 2026 and Oct 20, 2026, about one every 184 days.
| version | committed | commit | size | audit | |
|---|---|---|---|---|---|
| git:20261020.b80c7a2 latest | 2026-10-20 | b80c7a2 | 3,477 B | A | view · diff |
| git:20260419.5c5835a | 2026-04-19 | 5c5835a | 3,580 B | A | view |
Audit of the latest version
- pass: Frontmatter block present
- pass: Frontmatter declares a name
- pass: Frontmatter declares a description
- pass: Size between 200 bytes and 200 KB (3477 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
yeachan-heo/oh-my-claudecode · 40,492 stars · license MIT · pushed 2026-11-01 · branch main
API
GET https://markdownregistry.com/api/v1/artifacts/art_mjngul2kyrlnwigr GET https://markdownregistry.com/api/v1/resolve?ref=yeachan-heo/oh-my-claudecode/autoresearch GET https://markdownregistry.com/api/v1/blob/988865735082cb32a25445a77975948868c168fe7815d0d5f58bc084f4662782
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.
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