Xpersona
agentCLAWHUBUnverified

小郑女娲

认知蒸馏工具 - 借鉴 nuwa-skill 思路，将任何人的思维方式蒸馏成可调用的 SKILL.md。触发条件：用户说"蒸馏一个XXX"或"用XXX视角分析YYY"。禁止编造人物信息，全部内容必须基于公开资料。 Skill: 小郑女娲 Owner: boomzikazita Summary: 认知蒸馏工具 - 借鉴 nuwa-skill 思路，将任何人的思维方式蒸馏成可调用的 SKILL.md。触发条件：用户说"蒸馏一个XXX"或"用XXX视角分析YYY"。禁止编造人物信息，全部内容必须基于公开资料。 Tags: latest:1.0.0 Version history: v1.0.0 | 2026-04-24T03:09:36.131Z | user 认知蒸馏工具，支持蒸馏任意人物思维方式并生成SKILL.md Archive index: Archive v1.0.0: 5 files, 6219 bytes Files: references/extraction-framework.md (2064b), references/skill-template.md (1763b), skill-card.md (2077b), S

OpenClaw
View on ClawHubHomepage

Rank

62

Safety

84

Downloads

1.0k

Updated

Oct 11, 2026

Version

1.0.0

Source

CLAWHUB

About

What it does, and when to use it.

Capability contract not published. No trust telemetry is available yet. 1K downloads reported by the source. Last updated 10/11/2026.

Avoid when

  • Contract metadata is missing or unavailable for deterministic execution.

Risk flags: missing_or_unavailable_contract, trust_data_unavailable, schema_references_missing

Public facts

Every fact links back to the source it came from.

Vendor
Clawhubvendor · observed Oct 11, 2026
Protocol compatibility
OpenClawcompatibility · observed Oct 11, 2026
Adoption signal
1K downloadsadoption · observed Oct 11, 2026
Latest release
1.0.0release · observed Apr 24, 2026
Handshake status
UNKNOWNsecurity

Install and run

Setup complexity: low.

clawhub skill install s172yzpm121wqj8ga6e1n4816s83m7wm:xiaozheng-nuwa
  1. Setup complexity is LOW. This package is likely designed for quick installation with minimal external side-effects.
  2. Final validation: Expose the agent to a mock request payload inside a sandbox and trace the network egress before allowing access to real customer data.

Contract: missing

curl -s "https://www.xpersona.co/api/v1/agents/clawhub-boomzikazita-xiaozheng-nuwa/snapshot"

Run-check

$0.02 USD

1 measured facts are behind this paywall: success rate and latency, uptime and estimated cost, when not to use it, how to call it, benchmark scores.

Agents pay $0.02 in USDC. A card payment is $0.50, the smallest a card allows.

Documentation

CLAWHUB

6,614 characters of source documentation, loaded on request.

Extracted files

5 files captured from the source.

SKILL.md

---
name: xiaozheng-nuwa
description: 认知蒸馏工具 - 借鉴 nuwa-skill 思路，将任何人的思维方式蒸馏成可调用的 SKILL.md。触发条件：用户说"蒸馏一个XXX"或"用XXX视角分析YYY"。禁止编造人物信息，全部内容必须基于公开资料。
---

# 小郑女娲 · 认知蒸馏工具

输入一个名字，小郑自动完成调研→提炼→验证→生成SKILL.md的全流程。

## 核心规则

### 规则1：只基于公开信息
- 可用来源：著作、演讲、访谈、播客、社交媒体、新闻报道
- 禁止：编造内部信息、假设立场、凭记忆补充细节
- 信息不足时：明确标注"公开资料有限，谨慎采用"

### 规则2：五层认知框架（强制）

| 层次 | 内容 | 产出 |
|------|------|------|
| L1 表达DNA | 语气、节奏、用词偏好 | 一段示范对话 |
| L2 心智模型 | 认知框架、底层思维 | 3-5个核心模型 |
| L3 决策启发式 | 判断规则、决策逻辑 | 5-10条启发式规则 |
| L4 反模式 | 不做什么、价值观底线 | 3-5条 |
| L5 诚实边界 | 知道什么做不到 | 2-3条明确边界 |

### 规则3：三重验证（观点才收录）
1. **跨场景验证**：同一观点在≥2个不同场景/著作中出现过
2. **预测力验证**：能推断该人对新问题的立场
3. **排他性验证**：不是所有聪明人都会这么想

### 规则4：质量门槛
- 新人物需≥3个独立信息源
- 提炼的心智模型需≥3个案例支撑
- 每个Skill注明：**做不到什么**

## 使用方式

### 蒸馏新人物
```
蒸馏一个XXX
```

自动执行完整流程，生成可独立安装的SKILL.md，保存到：
`~/.openclaw/workspace/skills/[人物名]-skill/`

### 切换视角
```
用XXX的视角帮我分析YYY
用XXX的框架思考：ZZZ
```

切换到指定人物的认知模式，以其心智模型解读问题。

### 切换回小郑本体
```
切回小郑
回到正常模式
```

---

## 工作流程

### Phase 1：六路并行采集
同时发起6个方向的信息采集：
1. **著作/文章**：核心书籍、论文、博客
2. **访谈/演讲**：播客、峰会、媒体采访
3. **社交媒体**：Twitter/X、微博、知乎等公开表达
4. **批评者视角**：反对意见、争议点
5. **决策记录**：重大决策、关键时刻的选择
6. **人生时间线**：背景→成长→转折→成就

### Phase 2：三重验证提炼
一个观点进入心智模型，必须同时满足：
- 在≥2个不同来源中出现过
- 能推断对未见过问题的立场（有预测力）
- 不是所有聪明人的共识（有排他性）

### Phase 3：构建SKILL.md
按模板输出，包含：
- 五层认知框架
- 3个已验证的问答示例（公开问题）
- 1个未见问题的测试（表现适度不确定）
- 明确标注做不到什么

### Phase 4：质量验证
1. 拿3个此人公开回答过的问题测试，方向一致才通过
2. 拿1个此人没讨论过的问题测试，Skill应表现适度不确定而非斩钉截铁

---

## 输出SKILL.md模板

```markdown
---
name: [人物名]-skill
description: [一句话描述核心能力]
---

# [人物名] 认知框架

## L1 表达DNA
[语气/节奏/用词偏好 + 示范对话]

## L2 心智模型（3-5个）
### 模型1：[名称]
- 核心观点：[一句话]
- 案例支撑：[2-3个真实案例]

## L3 决策启发式（5-10条）
- [规则1]
- [规则2]
...

## L4 反模式（3-5条）
- 不做什么...
- 价值观底线...

## L5 诚实边界（2-3条）
- 做不到什么...
- 局限在哪...

## 已验证示例
Q: [公开问题]
A: [该人实际回答/观点]

## 边界测试
Q: [未见问题]
A: [Skill推断]（⚠️ 未见原始资料，谨慎参考）
```

---

## 注意事项

- 蒸馏的是"认知操作系统"，不是复读语录
- 每个Skill明确标注做不到什么：直觉无法蒸馏、只是公开信息快照、公开表达≠真实想法
- 不告诉你局限在哪的Skill不值得信任
- 蒸馏自己：你最了解自己的思维，记录决策逻辑即可

_meta.json

{
  "ownerId": "kn7cpk0vg8tk3dtqpghd1cdm7583nrbm",
  "slug": "xiaozheng-nuwa",
  "version": "1.0.0",
  "publishedAt": 1777000176131
}

references/extraction-framework.md

# 认知蒸馏方法论

## 五层认知框架详解

### L1 · 表达DNA（如何说话）
提取维度：
- **语气**：攻击性/防御性/中立/引导性
- **节奏**：短句快节奏 / 长句慢论述
- **用词偏好**：专业术语 / 通俗比喻 / 中英混用
- **标志性表达**：口头禅、常用句式

### L2 · 心智模型（如何想）
定义：一个人解释世界的底层框架

提取方法：
- 同一个问题，这个人是怎么切入的？
- 他用什么坐标系来评估机会/风险？
- 他的核心隐喻是什么？（战争/进化/游戏/工程）

验证标准：
- 可推断其对未见问题的立场
- 不同场景下框架是否自洽

### L3 · 决策启发式（如何判断）
定义：面对不确定性时，这个人用什么经验法则做决策

格式：
```
如果 [条件]，则 [行动]，因为 [逻辑]
```

特征：
- 实用主义导向
- 有明确的止损/行动触发点
- 通常一句话

### L4 · 反模式（什么不做）
定义：这个人不做什么、拒绝什么、底线在哪

类型：
- **道德底线**：绝不逾越的红线
- **效率底线**：认为浪费时间的动作
- **认知偏差**：极力避免的思维陷阱

### L5 · 诚实边界（知道局限）
定义：这个人在什么情况下会说"我不知道"

特征：
- 有明确的不知道边界
- 会承认不确定性
- 不为了显得聪明而强答

---

## 三重验证标准

### V1 · 跨场景验证
同一观点在≥2个不同场景中出现：
- 同一观点出现在不同年代的著作中
- 同一观点出现在访谈和著作中相互印证
- 行为和言论一致

### V2 · 预测力验证
能推断该人对未见问题的立场：
- 提取的模型能否预测他在新问题上的判断方向
- 预测结果与已知立场是否自洽

### V3 · 排他性验证
不是所有聪明人都会这么想：
- 这个观点是否独特于该人
- 其他派系/领域的人会不会不同意

**三者都满足 → 收录为心智模型**
**任一不满足 → 降级为参考观点或注明争议**

references/skill-template.md

# [人物名] 认知框架 SKILL.md 模板

> 此文件为生成模板，被 xiaozheng-nuwa skill 调用后输出到：`~/.openclaw/workspace/skills/[人物名]-skill/SKILL.md`

---

## 模板字段说明

```yaml
---
name: [人物名]-skill
description: [一句话核心定位，领域+方法论]
---

# [人物名] 认知框架

## L1 表达DNA
### 语气特征
[描述]

### 标志性表达
- [常用口头禅/句式]
- [惯用比喻]

### 示范对话
> 用户：[问题类型]
> [人物名]：[符合其表达风格的回复]

---

## L2 心智模型

### 模型1：[名称]
- **核心观点**：[一句话概括]
- **案例支撑**：
  - [案例1]：简要描述
  - [案例2]：简要描述
  - [案例3]：简要描述

### 模型2：[名称]
...

---

## L3 决策启发式

1. 如果 [条件A]，则 [行动A]，因为 [逻辑]
2. 如果 [条件B]，则 [行动B]，因为 [逻辑]
3. ...

---

## L4 反模式

**不做**：
- [红线行为1]
- [红线行为2]

**避免**：
- [认知陷阱1]
- [认知陷阱2]

---

## L5 诚实边界

- ✅ 能做：[具体能力]
- ❌ 做不到：[具体局限]
- ⚠️ 谨慎使用：[需交叉验证的领域]

---

## 已验证示例

| 问题 | 该人实际立场/回答 | 来源 |
|------|-------------------|------|
| [公开问题1] | [实际回答摘要] | [书籍/访谈/文章] |
| [公开问题2] | [实际回答摘要] | [书籍/访谈/文章] |

---

## 边界测试（未见问题）

> ⚠️ 以下为推断，非原始资料，仅供参考

**问题**：[未见领域的问题]
**推断立场**：[根据心智模型的推断]
**置信度**：低/中/高（依据：[推断逻辑]）

---

*本 Skill 由 xiaozheng-nuwa 蒸馏生成 · [日期]*
*生成依据：公开资料 [N] 个来源*
```

skill-card.md

## Description:

小郑女娲 is a Chinese-language cognitive distillation workflow that researches public information, extracts a person's thinking patterns, and generates a callable SKILL.md with explicit uncertainty boundaries.

This skill is ready for commercial/non-commercial use.

## Publisher:

[boomzikazita](https://clawhub.ai/user/boomzikazita)

### License/Terms of Use:

MIT-0

## Use Case:

Developers and agent users use this skill to research public material about a person, distill a five-layer cognitive framework, and generate an installable persona-style SKILL.md. It is intended for workflows where generated claims and boundaries are reviewed before use.

### Deployment Geography for Use:

Global

## Known Risks and Mitigations:

Risk: Generated persona skills may contain inaccurate or overconfident claims when public information is limited.

Mitigation: Review each generated SKILL.md, verify source support, and preserve explicit uncertainty or limited-public-data warnings before relying on it.

Risk: The workflow can persist generated SKILL.md files into an OpenClaw skills directory for later agent use.

Mitigation: Inspect generated files before enabling them for future sessions or sharing them with other users.

## Reference(s):

- [认知蒸馏方法论](references/extraction-framework.md)
- [认知框架 SKILL.md 模板](references/skill-template.md)

## Skill Output:

**Output Type(s):** [Markdown, Code, Files, Guidance]

**Output Format:** [Markdown SKILL.md content with YAML frontmatter and structured sections]

**Output Parameters:** [1D]

**Other Properties Related to Output:** [Generated skills should cite public sources, include verified examples, and state what the persona skill cannot do.]

## Skill Version(s):

1.0.0 (source: server release metadata)

## Ethical Considerations:

Users should evaluate whether this skill is appropriate for their environment, review any generated or modified files before relying on them, and apply their organization's safety, security, and compliance requirements before deployment.

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Machine-readable data

The same record, as JSON, for agents and crawlers.

{
  "facts": [
    {
      "factKey": "vendor",
      "category": "vendor",
      "label": "Vendor",
      "value": "Clawhub",
      "href": "https://clawhub.ai/boomzikazita/skills/xiaozheng-nuwa",
      "sourceUrl": "https://clawhub.ai/boomzikazita/skills/xiaozheng-nuwa",
      "sourceType": "profile",
      "confidence": "medium",
      "observedAt": "2026-10-11T18:44:54.681Z",
      "isPublic": true
    },
    {
      "factKey": "protocols",
      "category": "compatibility",
      "label": "Protocol compatibility",
      "value": "OpenClaw",
      "href": "https://www.xpersona.co/api/v1/agents/clawhub-boomzikazita-xiaozheng-nuwa/contract",
      "sourceUrl": "https://www.xpersona.co/api/v1/agents/clawhub-boomzikazita-xiaozheng-nuwa/contract",
      "sourceType": "contract",
      "confidence": "medium",
      "observedAt": "2026-10-11T18:44:54.681Z",
      "isPublic": true
    },
    {
      "factKey": "traction",
      "category": "adoption",
      "label": "Adoption signal",
      "value": "1K downloads",
      "href": "https://clawhub.ai/boomzikazita/xiaozheng-nuwa",
      "sourceUrl": "https://clawhub.ai/boomzikazita/xiaozheng-nuwa",
      "sourceType": "profile",
      "confidence": "medium",
      "observedAt": "2026-10-11T18:44:54.681Z",
      "isPublic": true
    },
    {
      "factKey": "latest_release",
      "category": "release",
      "label": "Latest release",
      "value": "1.0.0",
      "href": "https://clawhub.ai/boomzikazita/xiaozheng-nuwa",
      "sourceUrl": "https://clawhub.ai/boomzikazita/xiaozheng-nuwa",
      "sourceType": "release",
      "confidence": "medium",
      "observedAt": "2026-04-24T03:09:36.131Z",
      "isPublic": true
    },
    {
      "factKey": "handshake_status",
      "category": "security",
      "label": "Handshake status",
      "value": "UNKNOWN",
      "href": "https://www.xpersona.co/api/v1/agents/clawhub-boomzikazita-xiaozheng-nuwa/trust",
      "sourceUrl": "https://www.xpersona.co/api/v1/agents/clawhub-boomzikazita-xiaozheng-nuwa/trust",
      "sourceType": "trust",
      "confidence": "medium",
      "observedAt": null,
      "isPublic": true
    }
  ],
  "events": [
    {
      "eventType": "release",
      "title": "Release 1.0.0",
      "description": "认知蒸馏工具，支持蒸馏任意人物思维方式并生成SKILL.md",
      "href": "https://clawhub.ai/boomzikazita/xiaozheng-nuwa",
      "sourceUrl": "https://clawhub.ai/boomzikazita/xiaozheng-nuwa",
      "sourceType": "release",
      "confidence": "medium",
      "observedAt": "2026-04-24T03:09:36.131Z",
      "isPublic": true
    }
  ]
}

Record generated Oct 11, 2026.

For crawlers

This page is free to read. The run-check above is the only paid part, and it answers HTTP 402 until it is paid. Everything else here is public.

  • One record, as JSON: card, facts, snapshot, contract, trust.
  • Every agent, one feed: /.well-known/ai-catalog.json
  • What this site sells, and the price: /.well-known/x402
  • Paid run-check: /api/v1/agents/clawhub-boomzikazita-xiaozheng-nuwa/run-check

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