auto-review-loop SKILL.md skillA
auto-review-loop from wanshuiyin/auto-claude-code-research-in-sleep is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.
mdr add wanshuiyin/auto-claude-code-research-in-sleep/auto-review-loop@git:20260928.ced1951Pins git:20260928.ced1951 in mdr.lock. Pin the fingerprint instead.
- Audit grade
- A, 17 of 17 checks passed
- Kind
- SKILL.md skill
- Repository
- wanshuiyin/auto-claude-code-research-in-sleep
- Path
skills/auto-review-loop/SKILL.md- Versions recorded
- 7
- Latest version
- git:20260928.ced1951, committed Sep 28, 2026
- First version recorded
- Aug 9, 2026
- Size
- 70,309 bytes
- Repository stars
- 17,793
- License
- MIT
Autonomous multi-round research review loop. In Copilot CLI it defaults to the native complementary rubber-duck subagent with host-event model evidence; elsewhere it uses Codex, while explicit external reviewer overrides remain available. Implements fixes and re-reviews until a policy-approved positive assessment or max rounds is reached.
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
# Auto Review Loop: Autonomous Research Improvement > 🔒 **Do not wrap this skill in `/loop`, `/schedule`, or `CronCreate`.** It > already loops internally (review → fix → re-review) and the reviewer carries > round-to-round memory in one `threadId` (`codex-reply`). An external timer > re-enters from the top each tick — fresh `threadId`, reviewer memory reset — > firing the verdict on wall-clock time instead of on artifact change: zero new > signal, full token cost. If you want to schedule something, schedule the > *external wait that precedes it* (experiments done → then run this once). See > [`shared-references/external-cadence.md`](../shared-references/external-cadence.md). Autonomously iterate: review → implement fixes → re-review, until an independent reviewer gives a policy-approved positive assessment or MAX_ROUNDS is reached. ## Context: $ARGUMENTS ## Constants - MAX_ROUNDS = 4 …
Read the whole file at its exact version.
How to install
mdr add wanshuiyin/auto-claude-code-research-in-sleep/auto-review-loop@sha256:071a28ed4653dd20The line at the top of this page pins the label git:20260928.ced1951, 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_ztkxokal4mih3h7d)
5 badge image fetches in 30 days. What the badge shows.
Versions
The registry has recorded 7 versions of this file, between Aug 9, 2026 and Sep 28, 2026, about one every 8 days.
| version | committed | commit | size | audit | |
|---|---|---|---|---|---|
| git:20260928.ced1951 latest | 2026-09-28 | ced1951 | 70,309 B | A | view · diff |
| git:20260928.5a8c4e3 | 2026-09-28 | 5a8c4e3 | 70,707 B | A | view · diff |
| git:20260906.0472e53 | 2026-09-06 | 0472e53 | 69,873 B | A | view · diff |
| git:20260821.861f87f | 2026-08-21 | 861f87f | 69,873 B | A | view · diff |
| git:20260811.90a65e2 | 2026-08-11 | 90a65e2 | 68,190 B | A | view · diff |
| git:20260810.6be7b60 | 2026-08-10 | 6be7b60 | 61,287 B | A | view · diff |
| git:20260809.69b51d5 | 2026-08-09 | 69b51d5 | 61,177 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 (70309 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
wanshuiyin/auto-claude-code-research-in-sleep · 17,793 stars · license MIT · pushed 2026-10-20 · branch main
API
GET https://markdownregistry.com/api/v1/artifacts/art_ztkxokal4mih3h7d GET https://markdownregistry.com/api/v1/resolve?ref=wanshuiyin/auto-claude-code-research-in-sleep/auto-review-loop GET https://markdownregistry.com/api/v1/blob/071a28ed4653dd20604b0933cee34eb1337e272ecbe6b93fc86ee698a327d298
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 wanshuiyin/auto-claude-code-research-in-sleep
Every file in wanshuiyin/auto-claude-code-research-in-sleep