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Skill Evolution Manager

Category: General  ·  Sub-category: agents-skills-meta  ·  Last updated:
Skill 进化管理器，记录 skill 运行中的错误和经验，自动迭代优化。当 skill 运行出错或有改进空间时，记录经验到 evolution.json，然后缝合到 SKILL.md 中，让 skill 越来越牛逼。适用于：skill 运行出错后想避免再犯、发现 skill 可以优化的地方、想让 skill 在使用中不断进化。

From the source SKILL.md

Skill 进化管理器，让 skill 在使用中不断学习、进化、变强。

What this skill does

Skill Evolution Manager is a community-contributed Claude Code skill in the agents-skills-meta sub-category. It ships as a SKILL.md file that Claude Code auto-discovers under ~/.claude/skills/skill-evolution-manager/ and loads when your prompt matches the skill's trigger.

Who uses this skill

The Skill Evolution Manager Claude Code skill is built for Claude Code users and developers across all disciplines looking for general-purpose AI assistance. It's part of ClaudSkills (also referred to as Claude Skills or Claude Code Skills) — the open community-curated registry of 70,000+ SKILL.md files for Anthropic's Claude Code agent and the wider Claude ecosystem (Claude API, Claude Agent SDK).

How to install

Free

Manual install (2 steps)

mkdir -p ~/.claude/skills/skill-evolution-manager
curl -L https://claudskills.com/skills/skill-evolution-manager/SKILL.md \
  -o ~/.claude/skills/skill-evolution-manager/SKILL.md

Or just download SKILL.md directly and drop it into ~/.claude/skills/skill-evolution-manager/. Claude Code auto-discovers it on next session.

Skills live at ~/.claude/skills/skill-evolution-manager/SKILL.md on macOS/Linux, or %USERPROFILE%\.claude\skills\skill-evolution-manager\SKILL.md on Windows. See the full install guide for step-by-step instructions.

Pro

One-click install via the desktop app

The ClaudSkills desktop app installs any skill directly into ~/.claude/skills/ with one click — no terminal required. Pro starts at $9/mo or $149 lifetime.

Pro

For the full experience including quality scoring and one-click install features for each skill — upgrade to Pro.

See pricing → Download desktop app

Attribution & license

Cite this skill

If you reference this skill in a blog post, paper, or documentation, you can cite it as:

APA
danger-English. (2026). Skill Evolution Manager [Claude Code skill]. ClaudSkills. https://claudskills.com/skills/skill-evolution-manager/
BibTeX
@misc{skill-evolution-manager-2026,
  author    = {danger-English},
  title     = {Skill Evolution Manager [Claude Code skill]},
  year      = {2026},
  publisher = {ClaudSkills},
  url       = {https://claudskills.com/skills/skill-evolution-manager/}
}

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Part of ClaudSkills — the open registry for Claude Skills & Claude Code Skills.  ·  What's New  ·  Install guide  ·  About  ·  llms.txt

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