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Updated 2mo ago

by FishSerrie

skill-evolver

Autonomous skill evolution engine — fuses AutoResearch's self-driving loop, skill-creator's GT-based evaluation, and Meta-Harness's trace diagnosis to automatically optimize AI agent skills through gated iteration.

View on GitHub (opens in a new tab)

20 GitHub stars (20)

+2 in 25 days

Stars gained per day · daily snapshots since Sep 30
Stars gained per day, Sep 30 to Oct 25: +2 in total; the busiest day was Oct 23 with +1 stars.Oct 1: 0 starsOct 2: 0 starsOct 3: 0 starsOct 4: 0 starsOct 5: 0 starsOct 6: 0 starsOct 7: 0 starsOct 8: 0 starsOct 9: 0 starsOct 10: 0 starsOct 11: 0 starsOct 12: 0 starsOct 13: 0 starsOct 14: 0 starsOct 15: 0 starsOct 16: 0 starsOct 17: 0 starsOct 18: 0 starsOct 19: 0 starsOct 20: 0 starsOct 21: 0 starsOct 22: 0 starsOct 23: +1 starsOct 24: 0 starsOct 25: +1 stars
Stars gained between daily snapshots
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  • 2 skills (2 skills found in its SKILL.md files)
  • 0 forks (0 forks)
  • 2mo ago last update (Last updated 2mo ago)

Install

Skills CLI

npx skills add FishSerrie/skill-evolver

Asks which skills and agents to install. Just one: npx skills add FishSerrie/skill-evolver --skill code-review-helper — add -g for every project.

Claude Code

git clone https://github.com/FishSerrie/skill-evolvercp -r "skill-evolver/examples/hello-skill" ~/.claude/skills/

Copies the code-review-helper skill into ~/.claude/skills/ for every project (use .claude/skills/ for one project). Repeat for the other skills listed below.

Plugin

/plugin marketplace add FishSerrie/skill-evolver

Run inside Claude Code if the repository ships a plugin marketplace, then pick plugins from /plugin.

Skills can run code on your machine — read the SKILL.md first.

What it does

In the author's own words, from each skill's SKILL.md.

  • code-review-helper

    Reviews Python code snippets and provides improvement suggestions. Triggers on: 'review this code', 'code review', 'check my Python'.

    examples/hello-skill/SKILL.md on GitHub (opens in a new tab)

  • skill-evolver

    Automatic skill evolution engine: skill-creator (eval) + AutoResearch (iteration) + multi-gate + memory. Modes: evolve/eval/create/benchmark/improve. Triggers on natural-language requests to optimize, improve, tune, evaluate, benchmark, or create a skill. EN: '/skill-evolver', '/evolve', 'optimize this skill', 'optimize my skill', 'improve this skill', 'make this skill better', 'tune this skill',…

    plugin/skills/skill-evolver/SKILL.md on GitHub (opens in a new tab)

Review before you install

A skill is a set of instructions and scripts your agent will follow, and it can run code on your machine. Read the SKILL.md and any scripts first — this listing is not a security review.