lab:autoresearch SKILL.md skillA
lab:autoresearch from oliver-kriska/claude-elixir-phoenix is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.
mdr add oliver-kriska/claude-elixir-phoenix/lab:autoresearch@git:20260325.91f9837Pins git:20260325.91f9837 in mdr.lock. Pin the fingerprint instead.
- Audit grade
- A, 17 of 17 checks passed
- Kind
- SKILL.md skill
- Repository
- oliver-kriska/claude-elixir-phoenix
- Path
lab/autoresearch/SKILL.md- Versions recorded
- 2
- Latest version
- git:20260325.91f9837, committed Mar 25, 2026
- First version recorded
- Mar 25, 2026
- Size
- 4,678 bytes
- Repository stars
- 569
- License
- MIT
Self-improving loop for plugin skills. Reads program.md, proposes one mutation per iteration, evaluates against deterministic scorer, keeps improvements via git, reverts failures. Targets weakest skill+dimension. Use with /loop for overnight runs.
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
# Autoresearch — Plugin Skill Self-Improvement Iteratively improve plugin skills via the autoresearch pattern: propose one mutation -> eval -> keep/revert -> repeat. ## Usage ``` /lab:autoresearch # Targeted: attack weakest skill+dimension /lab:autoresearch --skill review # Focus on one skill /lab:autoresearch --strategy sweep # Process all skills alphabetically /lab:autoresearch --dry-run # Show what would change, don't commit ``` For overnight runs: ``` /loop 5m /lab:autoresearch --strategy sweep --max-iterations 200 ``` ## Iron Laws 1. **ONE mutation per iteration** — if description needs "and", split into two 2. **NEVER mutate read-only files** — check program.md before every write 3. **EVAL is deterministic** — always use the wrapper script, never LLM-judge 4. **REVERT on regression OR checks failure** — no exceptions 5. **LOG every iteration** — use `keep` or `revert` command (never skip) 6. **CHECK ideas.md before proposing** — don't rediscover known optimizations ## Wrapper Script Commands All eval/git/journal operations go through ONE script. Do NOT run these manually. ```bash …
Read the whole file at its exact version.
How to install
mdr add oliver-kriska/claude-elixir-phoenix/lab:autoresearch@sha256:c72c8d11ef020e4fThe line at the top of this page pins the label git:20260325.91f9837, 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_pgbsnrb4gsg5m2zz)
5 badge image fetches in 30 days. What the badge shows.
Versions
The registry has recorded 2 versions of this file, all committed on Mar 25, 2026.
| version | committed | commit | size | audit | |
|---|---|---|---|---|---|
| git:20260325.91f9837 latest | 2026-03-25 | 91f9837 | 4,678 B | A | view · diff |
| git:20260325.d20c8dd | 2026-03-25 | d20c8dd | 5,209 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 (4678 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
oliver-kriska/claude-elixir-phoenix · 569 stars · license MIT · pushed 2026-10-22 · branch main
API
GET https://markdownregistry.com/api/v1/artifacts/art_pgbsnrb4gsg5m2zz GET https://markdownregistry.com/api/v1/resolve?ref=oliver-kriska/claude-elixir-phoenix/lab:autoresearch GET https://markdownregistry.com/api/v1/blob/c72c8d11ef020e4fd1c53774ea2834697f18c0967ea08d3d1970034701223d16
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.