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Evolution Engine V2

Category: General  ·  Sub-category: general-misc  ·  Last updated:
面向 AI Agent 的自我进化引擎，直击"重复犯错、从沉默误学、记忆压缩丢失、进化无法衡量"四大痛点。通过自反思、纠错学习、模式晋升机制，让 Agent 从每次交互中积累可复用经验，而非每次会话从零开始。Use when 需要AI模型调用、智能对话、Agent编排、LLM应用时使用。不适用于需要100%确定性的关键决策.
Security AStatic scan found no risk patternsHow grading works ›

From the source SKILL.md

让 Agent 越用越好，而非每次从零开始。 直击四大自我进化顽疾：重复犯错、从沉默误学、记忆压缩丢失、进化无法衡量。通过自反思、纠错学习、反污染防线，让每次交互都积累可复用经验.

What this skill does

Evolution Engine V2 is a community-contributed Claude Code skill in the general-misc sub-category. It ships as a SKILL.md file that Claude Code auto-discovers under ~/.claude/skills/evolution-engine-v2/ and loads when your prompt matches the skill's trigger.

When to invoke it: Use when 需要AI模型调用、智能对话、Agent编排、LLM应用时使用。不适用于需要100%确定性的关键决策.

Who uses this skill

The Evolution Engine V2 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 174,000+ 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/evolution-engine-v2
curl -L https://claudskills.com/skills/evolution-engine-v2/SKILL.md \
  -o ~/.claude/skills/evolution-engine-v2/SKILL.md

Or just download SKILL.md directly and drop it into ~/.claude/skills/evolution-engine-v2/. Claude Code auto-discovers it on next session.

Skills live at ~/.claude/skills/evolution-engine-v2/SKILL.md on macOS/Linux, or %USERPROFILE%\.claude\skills\evolution-engine-v2\SKILL.md on Windows. See the full install guide for step-by-step instructions.

Telegram

📱 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 Evolution Engine V2 Claude Code skill?
Install via the ClaudSkills desktop app (one click) or copy SKILL.md from the source repository to ~/.claude/skills/evolution-engine-v2/SKILL.md and restart Claude Code. Both flows are detailed at claudskills.com/install/.
What does the Evolution Engine V2 skill do?
面向 AI Agent 的自我进化引擎，直击"重复犯错、从沉默误学、记忆压缩丢失、进化无法衡量"四大痛点。通过自反思、纠错学习、模式晋升机制，让 Agent 从每次交互中积累可复用经验，而非每次会话从零开始。Use when 需要AI模型调用、智能对话、Agent编排、LLM应用时使用。不适用于需要100%确定性的关键决策.
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 Evolution Engine V2 skill?
Use Evolution Engine V2 when your Claude Code task falls under the General category — specifically in the general misc 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 Evolution Engine V2" or describe the task and let Claude pick). Browse related skills at /category/general/.
What is a Claude Code skill and how does the Evolution Engine V2 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. Evolution Engine V2 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
thcjp. (2026). Evolution Engine V2 [Claude Code skill]. ClaudSkills. https://claudskills.com/skills/evolution-engine-v2/
BibTeX
@misc{evolution-engine-v2-2026,
  author    = {thcjp},
  title     = {Evolution Engine V2 [Claude Code skill]},
  year      = {2026},
  publisher = {ClaudSkills},
  url       = {https://claudskills.com/skills/evolution-engine-v2/}
}

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Security scan

Grade A · scanned 2026-08-02 — 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 ›

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