github/awesome-copilot · skills/autoresearch/SKILL.md

autoresearch skillA

autoresearch is agent-read markdown (skill) from github/awesome-copilot: Autonomous iterative experimentation loop for any programming task. Guides the user through defining goals, measurable metrics, and scope constraints, then runs an autonomous loop of code changes, testing, measuring, and keeping/discarding results. Inspired by Karpathy''s autoresearch. USE FOR: autonomous improvement, iterative optimization, experiment loop, auto research, performance tuning, automated experimentation, hill climbing, try things automatically, optimize code, run experiments, auto.

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 github/awesome-copilot/autoresearch@git:20260318.05f4d67
Exact content
mdr add github/awesome-copilot/autoresearch@sha256:754179e987519dac

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_hpxkohghkrwnurf4.svg)](https://markdownregistry.com/a/art_hpxkohghkrwnurf4)

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Versions

versioncommittedcommitsizeaudit
git:20260318.05f4d67 latest2026-03-18 05f4d67 11,126 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 (11126 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

github/awesome-copilot · 39,108 stars · license MIT · pushed 2026-09-17 · branch main

API

GET https://markdownregistry.com/api/v1/artifacts/art_hpxkohghkrwnurf4
GET https://markdownregistry.com/api/v1/resolve?ref=github/awesome-copilot/autoresearch
GET https://markdownregistry.com/api/v1/blob/754179e987519dac86e01f79c1e015345d9b07c09f4bc34c324d89165d10fbd5

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