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Install in OpenClaw
/install cognition-evolution
Description
对话结束自动复盘，将认知沉淀写入长期记忆。识别本次关键决策、教训、未解决问题，转化为可执行洞见。用于用户说"复盘"、"总结"、"认知升级"。
README (SKILL.md)
认知进化系统
每次对话结束后自动复盘，将认知沉淀下来，避免同样的问题重复讨论。
触发时机
会话结束时（heartbeat 或用户明确结束对话时）自动触发。
复盘流程
1. 回顾本次对话
- 本次讨论了哪些主题？
- 做了哪些决策？
- 有没有争论或分歧？怎么解决的？
- 有没有未解决的问题？
2. 提炼认知
对每个关键洞见，问：
- 这个教训以后怎么用？ （不是"学到了X"，而是"以后遇到Y时要Z"）
- 这个信息以后什么时候会用到？
- 这次做的决定以后会不会变？ （会变则不记）
3. 写入沉淀
格式：
## 认知沉淀 [日期]
### 决策
- [具体决策] ← 因为[原因]
### 教训
- 遇到[场景]时，不要[错误做法]，而是[正确做法]
### 洞见
- [可复用的模式或原则]
### 未解决
- [悬而未决的问题] — 等待[什么条件]再处理
与 MEMORY.md 的区别
| 文件 | 内容 | 写入时机 |
|---|---|---|
| MEMORY.md | 偏好、项目、联系人等静态事实 | 随时 |
| 认知沉淀 | 可复用的原则、教训、模式 | 每次会话结束 |
示例
对话摘要： 用户问如何选数据库，最初倾向 MongoDB，讨论后决定用 PostgreSQL。
写入：
## 认知沉淀 2026-05-03
### 教训
- 遇到数据选型时，不要先选"最流行的"，而是先分析：数据结构、事务需求、团队经验、运维成本
### 洞见
- 关系型数据库在复杂查询上的性能优势经常被低估
安装
本技能无需额外配置，直接启用即可。
Usage Guidance
Review this skill carefully before installing. It appears purpose-aligned and contains no executable code, but its main function is to automatically save conversation-derived lessons into long-term memory. That can be useful, but you should ensure sensitive conversations are excluded or manually approved, and that saved entries can be reviewed, edited, and deleted.
Capability Analysis
Type: OpenClaw Skill
Name: cognition-evolution
Version: 1.0.0
The skill bundle consists entirely of Markdown-based instructions and documentation designed to guide an AI agent to summarize conversations and extract 'cognitive deposits' (lessons and decisions). There is no executable code, no evidence of data exfiltration, and no instructions to access sensitive system files or perform unauthorized network calls. The behavior is fully aligned with the stated purpose of conversation review and memory management.
Capability Assessment
Purpose & Capability
The artifacts are coherent: the skill is explicitly about reviewing conversations and saving reusable lessons into memory.
Instruction Scope
The skill says it triggers automatically at session end and needs no user intervention, but it does not define approval, redaction, storage location, retention, or deletion rules for saved memories.
Install Mechanism
No install script, code files, binaries, environment variables, credentials, or package dependencies are present; install instructions are a simple copy command.
Credentials
The skill does not request OS, network, shell, or credential access, but it does ask the agent to create persistent cross-session knowledge from conversations.
Persistence & Privilege
Persistent long-term memory is central to the skill, and the artifacts state it should be written automatically and reused later without clear user review or containment.
How to Use
- Make sure OpenClaw is installed (local or Docker)
- Run the install command in chat:
/install cognition-evolution - After installation, invoke the skill by name or use
/cognition-evolution - Provide required inputs per the skill's parameter spec and get structured output
Version History
v1.0.0
cognition-evolution v1.0.0
- 自动在每次对话结束时复盘并沉淀认知，总结关键决策、教训、洞见及未解决问题，写入长期记忆。
- 通过标准化流程将讨论内容转化为可执行、可复用的信息，辅助认知升级。
- 明确区分静态事实（MEMORY.md）与成长性内容（认知沉淀），避免重复讨论同类问题。
Metadata
Frequently Asked Questions
What is Cognition Evolution?
对话结束自动复盘，将认知沉淀写入长期记忆。识别本次关键决策、教训、未解决问题，转化为可执行洞见。用于用户说"复盘"、"总结"、"认知升级"。 It is an AI Agent Skill for Claude Code / OpenClaw, with 58 downloads so far.
How do I install Cognition Evolution?
Run "/install cognition-evolution" in the OpenClaw or Claude Code chat to install it in one step — no extra setup required.
Is Cognition Evolution free?
Yes, Cognition Evolution is completely free, licensed under MIT-0. You can download, install and use it at no cost.
Which platforms does Cognition Evolution support?
Cognition Evolution is cross-platform and runs anywhere OpenClaw / Claude Code is available (cross-platform).
Who created Cognition Evolution?
It is built and maintained by Primordia (@liujw0214); the current version is v1.0.0.
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