Individual skill
autoresearch
Evolve a skill by generating variations, evaluating them, and updating the best version
skills/autoresearch/SKILL.md
Source commit 25575a6be3bfab41925964de55654056a2fe0c39
What was checked
- Matches the observed repository HEAD
- Yes
- Scanner rules are current
- Yes
- Repository scan complete
- No
- Skill scan complete
- No
- Observed behavior
- Network or broad shell
- Last checked
- Nov 6, 2026
These are observations at the recorded commit, not a guarantee of safety. Review the source before running it.
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Repository context
- Repository stars (not skill ratings)
- 789
- Repository last updated
- Nov 5, 2026
- License
- MIT
Observed agent integration: No specific integration evidence. Standard SKILL.md installation does not imply verified compatibility.
- ai-agents Repository topic
- claude-code Repository topic
- agent-framework Repository topic
- agents Repository topic
- ai Repository topic
- anthropic Repository topic
- claude Repository topic
- harness Repository topic
- llm Repository topic
- automation Repository topic
- meta Declared skill tag
- dev Declared skill tag
- engineering Derived category
Files and excerpt
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> **${var}** — Name of the skill to evolve (e.g. `token-movers`). Required.
If `${var}` is empty, abort with: "autoresearch requires var= set to a skill name" and exit.
Read memory/MEMORY.md for context.
## Goal
Improve an existing skill by researching better approaches, generating 4 distinct variations, scoring them against a rubric, and committing the winning version as a PR.
## Steps
### 1. Load the target skill
Read `skills/${var}/SKILL.md`. If the file doesn't exist, abort and notify: "Skill '${var}' not found."