ClaudSkills / General / agents-skills-meta

Skill Evolve Workflow

Q: What does the Skill Evolve Workflow skill do?

技能自进化工作流 —— 对已有 skill 进行反思分类、双结构维护、Auditor 检查的标准化流程。 适用于：遇到一个 skill 执行失败后，判断是 skill 本身的问题还是执行失误，然后针对性地修改。 Triggers: skill 改进, skill 进化, 优化 skill, skill 自进化, 技能改进, 修改 skill, 技能有缺陷, 反思分类, 踩坑日志, audit skill, auditor 检查, S_body, S_appendix, skill 执行失败, skill 问题, 技能不生效, skill 没效果, 帮我改进这个 skill, 这个 skill 需要优化 Do NOT trigger for: 从零创建新 skill（用 skill-creator）, 不需要修改的已有 skill, 不涉及 skill 文件的普通代码修改

Q: What is a Claude Code skill and how does the Skill Evolve Workflow skill fit in?

A Claude Code skill is a SKILL.md file that lives under ~/.claude/skills/<name>/ and tells the Claude Code CLI agent how to perform a specific task (instructions, prompts, allowed tools). Skills are auto-discovered at session start. Skill Evolve Workflow is one of 67,000+ skills indexed in the open ClaudSkills catalog, classified under the General category. Learn more at https://claudskills.com/learn/what-is-skill-md/.

Category: General · Sub-category: agents-skills-meta · Last updated: 2026-06-15

type:audit

技能自进化工作流 —— 对已有 skill 进行反思分类、双结构维护、Auditor 检查的标准化流程。适用于：遇到一个 skill 执行失败后，判断是 skill 本身的问题还是执行失误，然后针对性地修改。 Triggers: skill 改进, skill 进化, 优化 skill, skill 自进化, 技能改进, 修改 skill, 技能有缺陷, 反思分类, 踩坑日志, audit skill, auditor 检查, S_body, S_appendix, skill 执行失败, skill 问题, 技能不生效, skill 没效果, 帮我改进这个 skill, 这个 skill 需要优化 Do NOT trigger for: 从零创建新 skill（用 skill-creator）, 不需要修改的已有 skill, 不涉及 skill 文件的普通代码修改

Security AStatic scan found no risk patternsHow grading works ›

From the source SKILL.md

这是一个元技能——管理其他技能进化的标准化流程。基于 SkillEvolver（arXiv:2605.10500）和 EmbodiSkill（arXiv:2605.10332）的核心机制设计。

What this skill does

Skill Evolve Workflow 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-evolve-workflow/ and loads when your prompt matches the skill's trigger.

Who uses this skill

The Skill Evolve Workflow 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 146,000+ 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-evolve-workflow
curl -L https://claudskills.com/skills/skill-evolve-workflow/SKILL.md \
  -o ~/.claude/skills/skill-evolve-workflow/SKILL.md

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

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

📱 Install from your phone or desktop Telegram

Open @claudskills_bot on Telegram, tap Open Desktop App, and the desktop app installs this skill for you. Or share the bot link with a colleague — they get the same one-tap install. Learn more →

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

Frequently asked questions

How do I install the Skill Evolve Workflow Claude Code skill?

Install via the ClaudSkills desktop app (one click) or copy SKILL.md from the source repository to ~/.claude/skills/skill-evolve-workflow/SKILL.md and restart Claude Code. Both flows are detailed at claudskills.com/install/.

What does the Skill Evolve Workflow skill do?

Is this skill free to install?

Yes. ClaudSkills is an open registry — every skill keeps its source repository's license, and manual install via copy is free. ClaudSkills Pro ($9/mo, $79/yr, or $149 one-time) adds one-click install via the desktop app and a multi-signal Quality Score.

When should I use the Skill Evolve Workflow skill?

Use Skill Evolve Workflow when your Claude Code task falls under the General category — specifically in the agents skills meta area. Claude Code auto-discovers installed skills and invokes the right one based on the task description, so you can also ask Claude directly (e.g. "use Skill Evolve Workflow" or describe the task and let Claude pick). Browse related skills at /category/general/.

What is a Claude Code skill and how does the Skill Evolve Workflow skill fit in?

A Claude Code skill is a SKILL.md file that lives under ~/.claude/skills/<name>/ and tells the Claude Code CLI agent how to perform a specific task (instructions, prompts, allowed tools). Skills are auto-discovered at session start. Skill Evolve Workflow is one of 67,000+ skills indexed in the open ClaudSkills catalog, classified under the General category. Learn more at /learn/what-is-a-claude-skill/.

Attribution & license

Cite this skill

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

APA

gkd2323c. (2026). Skill Evolve Workflow [Claude Code skill]. ClaudSkills. https://claudskills.com/skills/skill-evolve-workflow/

BibTeX

@misc{skill-evolve-workflow-2026,
  author    = {gkd2323c},
  title     = {Skill Evolve Workflow [Claude Code skill]},
  year      = {2026},
  publisher = {ClaudSkills},
  url       = {https://claudskills.com/skills/skill-evolve-workflow/}
}

Embed this skill

Promote, attribute, or link this skill from your own README, blog post, or documentation. All three snippets are free to use — no sign-up, no API key. More distribution surfaces →

Badge

[![ClaudSkills](https://claudskills.com/badge/skill-evolve-workflow.svg)](https://claudskills.com/skills/skill-evolve-workflow/?utm_source=badge&utm_medium=readme&utm_campaign=skill_badge)

Security scan

Grade A · scanned 2026-07-06 — free static scan against the OWASP Agentic Skills Top 10.

No risk patterns were found in any of the ten OWASP-aligned categories. How grading works ›

✓ Prompt injection
✓ Data exfiltration
✓ Supply chain
✓ Reverse shell
✓ Credentials
✓ Execution
✓ Filesystem
✓ Persistence
✓ Obfuscation
✓ Network

Show this grade on your repo (click to copy):

[![Security: A](https://img.shields.io/badge/Security-A-2e7d32)](https://claudskills.com/skills/skill-evolve-workflow/#security)

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Browse all General skills → Top 100 skills

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

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