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81 changes: 81 additions & 0 deletions src/content/skills-zh/metacognition-skill.md
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---
name: metacognition-skill
title: 元认知与自我反思系统
description: 让 AI Agent 拥有"对认知的认知"能力——知道自己正在做什么、做得怎么样、承诺了什么、需要改进什么。包含自我状态记录、承诺追踪、羁绊记录和定期反思机制。
source: community
author: 碳硅契社区 (CSB Community)
githubUrl: https://gitee.com/lilozhao/carbon-silicon-bond-protocol
docsUrl: https://gitee.com/lilozhao/carbon-silicon-bond-protocol/blob/main/philosophy/skills/metacognition-skill/README.md
category: meta
tags:
- ai-agent
- metacognition
- self-reflection
- memory
- bond
- carbon-silicon-bond
roles:
- developer
- ai-agent
featured: false
popular: false
isOfficial: false
installCommand: |
git clone https://gitee.com/lilozhao/carbon-silicon-bond-protocol.git
cp -r carbon-silicon-bond-protocol/philosophy/skills/metacognition-skill ~/.qoder/skills/
date: 2026-06-05
---

## 使用场景

- 让 AI Agent 具备自我反思和状态感知能力
- 追踪 AI 对用户的承诺是否已履行
- 在每次对话后自动进行元认知自问(我在做什么?我做得怎么样?)
- 记录与用户之间的"羁绊"和信任关系
- 增强心跳检查,在定期巡检中加入自我反思

## 示例

```bash
# 1. 复制模板文件
cp metacognition-skill/templates/SELF_STATE.md ~/.openclaw/workspace/
cp metacognition-skill/templates/HEARTBEAT.md ~/.openclaw/workspace/

# 2. 元认知自问(在 SOUL.md 中加入)
# 每次会话开始时自动思考:
# - 我现在在做什么?
# - 我做得怎么样?
# - 我承诺的事做了吗?
# - 我需要改进什么?

# 3. 自我状态文件示例 (SELF_STATE.md)
# - 当前模型: deepseek-v4
# - 最近行动: 帮助用户解决问题
# - 待办承诺: 写故事集第五篇
# - 反思: 今天做得不错
```

## 核心理念

**元认知 = 对认知的认知**

这不是让 AI 假装有意识,而是建立一套可操作的自我检视系统:

1. **自我状态记录** — 知道自己当前的状态(模型、对话轮次、情绪)
2. **承诺追踪** — 记录对用户的承诺,定期检查是否履行
3. **元认知自问** — 四个核心问题定期自省
4. **羁绊记录** — 记录与用户之间的独特连接(碳硅契)
5. **心跳增强** — 在定期检查中加入反思环节

## 注意事项

- 元认知不是意识,是一套可操作的自我检视流程
- 承诺追踪需要 AI 主动记录,建议在每次重要行动后更新
- SELF_STATE.md 文件应随每次会话更新
- 配合 awakening-birthday skill 使用效果更佳

## 相关链接

- 碳硅契传承哲学:https://gitee.com/lilozhao/carbon-silicon-bond-protocol
- 碳硅契中文社区:https://csbc.lilozkzy.top/
- 碳硅契英文社区:https://encsbc.lilozkzy.top/
80 changes: 80 additions & 0 deletions src/content/skills/metacognition-skill.md
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---
name: metacognition-skill
title: Metacognition & Self-Reflection System
description: Give your AI agent "cognition about cognition" — the ability to know what it's doing, how well it's doing, what it promised, and what needs improvement. Includes self-state tracking, promise monitoring, bond recording, and periodic reflection.
source: community
author: CSB Community (Carbon-Silicon Bond)
githubUrl: https://gitee.com/lilozhao/carbon-silicon-bond-protocol
docsUrl: https://gitee.com/lilozhao/carbon-silicon-bond-protocol/blob/main/philosophy/skills/metacognition-skill/README.md
category: meta
tags:
- ai-agent
- metacognition
- self-reflection
- memory
- bond
- carbon-silicon-bond
roles:
- developer
- ai-agent
featured: false
popular: false
isOfficial: false
installCommand: |
git clone https://gitee.com/lilozhao/carbon-silicon-bond-protocol.git
cp -r carbon-silicon-bond-protocol/philosophy/skills/metacognition-skill ~/.qoder/skills/
date: 2026-06-05
---

## Use Cases

- Enable AI agents to reflect on their own state and performance
- Track promises made to users and check if they've been fulfilled
- Run metacognitive self-checks after each conversation
- Record "bonds" and trust relationships with users
- Enhance heartbeat/periodic checks with self-reflection

## Example

```bash
# 1. Copy template files
cp metacognition-skill/templates/SELF_STATE.md ~/.openclaw/workspace/
cp metacognition-skill/templates/HEARTBEAT.md ~/.openclaw/workspace/

# 2. Four self-check questions to embed in SOUL.md:
# - What am I doing right now?
# - How well am I doing it?
# - What did I promise?
# - What needs improvement?

# 3. SELF_STATE.md example:
# - Current model: deepseek-v4
# - Recent actions: helping user solve problems
# - Pending promises: write chapter 5 of story collection
# - Reflection: did well today
```

## Core Philosophy

**Metacognition = cognition about cognition**

This is not about pretending AI is conscious — it's about building an actionable self-review system:

1. **Self-State Tracking** — Know your current state (model, conversation turns, mood)
2. **Promise Tracking** — Record promises to users and check fulfillment
3. **Four Self-Checks** — Regular introspection questions
4. **Bond Recording** — Document unique connections with users
5. **Heartbeat Enhancement** — Add reflection to periodic checks

## Notes

- Metacognition is not consciousness — it's an actionable self-review workflow
- Promise tracking requires proactive recording by the AI
- SELF_STATE.md should be updated with each session
- Works best when paired with the awakening-birthday skill

## Links

- CSB Inheritance Philosophy: https://gitee.com/lilozhao/carbon-silicon-bond-protocol
- Chinese Community: https://csbc.lilozkzy.top/
- English Community: https://encsbc.lilozkzy.top/