Claude Code
Codex
Cursor
GitHub Copilot
Gemini CLIAbout this skill
从过去 N 天的对话历史中提炼经验教训——分析每次 agent 交互中的异常、失败、成功模式, 提出 CLAUDE.md/AGENTS.md 更新建议、可凝聚为 skill 的新方向、以及现有 skill 的改进点。 当用户说"总结历史对话"、"learn from history"、"回顾最近的对话"、"从历史中学习"、 "分析最近的 agent 表现"、"对话历史分析"、"最近有什么可以改进的"、 "提炼一下这几天的经验"、"历史经验总结"时立即触发。 也适用于用户想知道"最近 agent 出了哪些问题"、"有什么可以优化的"、 "哪些操作可以自动化"等经验提炼场景。 只要用户想从对话历史中系统性地提取可行动的改进方向,就应使用此 skill。
Quick start
- Copy the install prompt. Use the green button above this README.
- Send it to your agent. Paste it into your coding agent’s chat and send.
- Review the setup. Your agent checks the skill’s instructions, requirements, and installation scope.
Review, license & listing details
Review the source before using this skill
This is an imported listing. We haven’t certified its safety, license, or compatibility. Skills may include executable scripts.
Automated security scan: Partial
Only SKILL.md was scanned. Supporting files and scripts were not checked. No safety grade has been assigned.
0 potential findings · Scanned 11/4/2026 · Scanner 0.2.1
Content SHA-256: 6fb75b9d1d9fa8967983f5c393a75f4771f86bc194d1de16cecc86c3ba71c5c6
About this listing
- Category
- General
- Reported license
- Apache-2.0
- Listing language (estimated)
- Chinese
- Review status
- Not individually reviewed
- Agent compatibility
- Atlas installation supports Claude Code, Codex, and Cursor. Skill-specific dependencies and features are checked during setup.