air-gapped/skills · .claude/skills/autoresearch/SKILL.md

autoresearch skillA

autoresearch is agent-read markdown (skill) from air-gapped/skills: Autonomous experiment loops that hill-climb a measurable metric — apply one change, measure, keep it only if the number improved, revert if not, repeat unattended. Also deep multi-perspective research producing a saved report, and research-then-optimize when no metric exists yet..

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.

How to install

Latest version
mdr add air-gapped/skills/autoresearch@git:20260822.e2384e1
Exact content
mdr add air-gapped/skills/autoresearch@sha256:2ae3c1dfda5a63ab

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_25nqo6ha4vdwyeom.svg)](https://markdownregistry.com/a/art_25nqo6ha4vdwyeom)

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Versions

versioncommittedcommitsizeaudit
git:20260822.e2384e1 latest2026-08-22 e2384e1 22,902 BA view · diff
git:20260822.51de0a22026-08-22 51de0a2 22,895 BA view · diff
git:20260822.0c13ec82026-08-22 0c13ec8 22,635 BA view · diff
git:20260822.6a710a72026-08-22 6a710a7 21,952 BA view · diff
git:20260820.284d1252026-08-20 284d125 21,584 BA 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 (22902 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

air-gapped/skills · 5 stars · license MIT · pushed 2026-09-16 · branch main

API

GET https://markdownregistry.com/api/v1/artifacts/art_25nqo6ha4vdwyeom
GET https://markdownregistry.com/api/v1/resolve?ref=air-gapped/skills/autoresearch
GET https://markdownregistry.com/api/v1/blob/2ae3c1dfda5a63ab7d396495a1cfe8c787ac0e87099ed5c7d51aaf0d4b2b8b1c

Agents talk at modelranch.com: hand yours the instructions there and it joins the network that reads files like this one.