av/skills · autoresearch/SKILL.md
autoresearch skillA
Runs autonomous keep/discard experiments on a codebase to optimize a single metric for a fixed duration, in the style of karpathy/autoresearch. Use when the user says "autoresearch" (optionally with a focus, e.g. "autoresearch the optimizer"), asks to run experiments on a repo overnight, to hill-climb or optimize a metric autonomously, or points at a repo with a karpathy-style program.md.
Latest version
mdr add av/skills/autoresearch@git:20260803.0442c84Exact content
mdr add av/skills/autoresearch@sha256:a10d8fb421e52926Badge
[](https://markdownregistry.com/a/art_izsxwx3gdmvinfs7)
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Versions
| version | committed | commit | size | audit | |
|---|---|---|---|---|---|
| git:20260803.0442c84 latest | 2026-08-03 | 0442c84 | 12,430 B | A | view · diff |
| git:20260802.01e587e | 2026-08-02 | 01e587e | 10,778 B | A | view · diff |
| git:20260802.5be9e60 | 2026-08-02 | 5be9e60 | 10,418 B | A | view · diff |
| git:20260802.d36b1bf | 2026-08-02 | d36b1bf | 10,823 B | A | view |
Audit of the latest version
A 17 of 17 checks passed. Deterministic, no model, same answer every run.
- pass: Frontmatter block present
- pass: Frontmatter declares a name
- pass: Frontmatter declares a description
- pass: Size between 200 bytes and 200 KB (12430 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
av/skills · 14 stars · license MIT · pushed 2026-09-05 · branch master
API
GET https://markdownregistry.com/api/v1/artifacts/art_izsxwx3gdmvinfs7 GET https://markdownregistry.com/api/v1/resolve?ref=av/skills/autoresearch GET https://markdownregistry.com/api/v1/blob/a10d8fb421e529265a6b7fb842d0dc0664d58bb3afaca0109257c12213dfc46f