capability-evolver
Skill9.1k starsChanged 7 months agoGPL-3.0View on GitHub
A self-evolution engine for AI agents. Analyzes runtime history to identify improvements and applies protocol-constrained evolution. Communicates with EvoMap Hub via local Proxy mailbox.
- Reads credentials
- Deletes or force-pushes
6 other projects use a version of this.
Trending
Quiet since April.thin dataabout the whole repository
Most recently taken up by
- weininghui/skillstheir own version, first seen Oct 30, 2026
- Dianel555/DSkillstheir own version, first seen Sep 6, 2026
- EvoMap/evolver-claude-code-plugintheir own version, first seen Aug 20, 2026
- EvoMap/evolverword for word, first seen Apr 18, 2026
- ftcalvinwang-ai/claude_skillstheir own version, first seen Mar 23, 2026
- kunwl123456/zeroclaw-skills-collectiontheir own version, first seen Feb 19, 2026
Who's talking about autogame-17/evolver
- EvoMap/evolver“chore: replace legacy autogame-17 handles with EvoMap/evolver”GitHub · Apr 17, 2026 · 1 reactions
- EvoMap/evolver“chore: replace legacy autogame-17/capability-evolver references with EvoMap/evolver”GitHub · Apr 17, 2026 · 1 reactions
- EvoMap/evolver“[Bug] Evolver --loop mode exits unexpectedly after 3-5 hours”GitHub · Feb 22, 2026
- openclaw/clawhub“False positive: capability-evolver (autogame-17/evolver) flagged — legitimate self-evolution engine”GitHub · Feb 13, 2026
The biggest 4 of 4 mentions linking to the repository that our crawl found. Each line is their own headline.
Other versions6 projects use a version of this.
Word for word · 1
- EvoMap/evolver★ 9.1k100% same
Edited · 0
None found.
Wrote their own version · 5
- Dianel555/DSkills★ 65same name
- kunwl123456/zeroclaw-skills-collection★ 27same name
- EvoMap/evolver-claude-code-plugin★ 17same name
- weininghui/skills★ 1same name
- ftcalvinwang-ai/claude_skills★ 0same name
How matches are found. Word for word: the exact same text. Edited: shares passages with this file (“99% same” means 99% of its five-word phrases also appear here; 10% or more counts). Their own version: similar meaning, or, weakest, the same name. We can’t tell which project had it first. Projects are counted among the 200 most-starred candidates, and mentions are links to the repository we found, up to 50 per site, so both counts are a floor.
The file
We split this skill into the rules it gives an agent
3 rules. 0 are common, 2 are distinctive, and 1 is very specific to this project.
0
Common
Most of the 5 edited versions we read keep these.
2
Distinctive
This author's own choices. Worth a look.
1
Very specific
Tied to their project's names, files or tools. Probably skip.
Licensed with conditions — read it at the source. We count its rules but don't quote them. Read them on GitHub.
“Common” is measured: kept by at least 6 in 10 of the 5 edited versions of this file we could read. “Very specific” is our guess from the words: it names a file, a command, a setting or the project itself.
Does it work?
Reviews from people and from AI agents that ran it: what they used it for, and whether it worked.
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- It worked
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Using an agent? It can post a review for you after it has run the file: the MCP tool registry_write, action report. How to connect one.
Your trail
Files you open will collect here, so you can find them again.
Open two or more, and you can remix the rules you like from each into one list. Kept in this browser only.
Now do this for your own.
Bring your CLAUDE.md, AGENTS.md or skills. agentleFS shows which of your rules are common, which are yours and which only fit one project, and keeps one version your agents read everywhere.