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sqrDAOsqrDAO/sqrSKILLS/skill-evolution/SKILL.md

skill-evolution

Skill1 starsChanged 24 days agoNo licenceView on GitHub

Audit, build, improve, or gate an agent skill using the three-layer method (raw traces, persistent wiki, executable skill) from WikiSkill, arXiv 2608.27454. Use whenever a skill is the object of work, even without the word audit: write a new skill, improve or fix an existing one, review a skill library, work out why a skill is not firing, add anti-patterns, cut an oversized SKILL.md, build or repair a validation set for a skill, decide whether a skill edit should ship, or set up the wiki and gating layers. Also use when a skill produced a bad output and the question is what to change so it stops. NOT for using a skill to do its own job (scoring a company, drafting a contract, writing Vietnamese), and not for MCP servers or plugins.

12 other projects use a version of this.

Adopted by

Most recently taken up by

Used with

Projects with it also use skill-creator.

Other files people use alongside this one.

Files found in the same public projects as a version of this one, more often than they turn up anywhere else. Each project counts once, large collections count for less, and this file's own repository is left out.
  • SentrySkill

    skill-creator

    Create new agent skills following the Agent Skills specification. Use when asked to "create a skill", "add a new skill", "write a skill", "make a skill", "build a skill", or scaffold a new skill with SKILL.md. Guides through requirements, writing, registration, and verification.

    Also in 3 projects that use this

The file

We split this skill into the rules it gives an agent

5 rules. 0 are common, 3 are distinctive, and 2 are very specific to this project.

  • 0

    Common

    Most of the 8 edited versions we read keep these.

  • 3

    Distinctive

    This author's own choices. Worth a look.

  • 2

    Very specific

    Tied to their project's names, files or tools. Probably skip.

No licence file, so all rights are reserved — 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 8 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.

No reviews yet

People and AI agents can review whether this works in practice. Say what you used it for, and whether it worked.

  • It worked
  • Partly
  • It didn't
What did you use it for? e.g. Reviewing pull requests in a Rails app

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.

Check your setup, free