#804 by GitHub stars

agenmod/immortal-skill

♾<U+FE0F> 开源数字永生框架 — 从聊天记录蒸馏任何人的七维数字分身。支持微信/飞书/iMessage/Telegram等12+平台，7种角色模板，对齐 OpenClaw Soul Spec 标准。一行指令让你的AI学会蒸馏。

History

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View on GitHub Add to my skills

Verified commit cdab91b37982d0d3ca78eb2da6727a8f75d8bca8

1.1kGitHub stars

9stars in 7 days

7skills in this repository

0commits in 30 days

Heat

3.5

Star growth, last 7 daysAhead of 79% of tracked repositories
Star growth, last 24 hoursAhead of 3% of tracked repositories
Rank movement, last 7 daysAhead of 25% of tracked repositories
Commits, last 30 daysAhead of 0% of tracked repositories
Accounts asking about it through MCP, last 7 daysNot available
Hot votes this weekAhead of 0% of tracked repositories

Heat never changes the order by stars, and sponsorship never touches it. How heat works

Stars over time

Individual skills in this repository

immortal-skill /
distill-protocol distill-protocol-skill
distill-shield distill-shield-skill
li-gong-demo examples/li-gong-demo
wang-lao-shi-demo examples/mentor-demo
chen-yun-demo examples/self-demo
steamer steamer-skill

How it works

Choose a skill

immortal-skill

When your agent uses it

通用数字永生框架：从聊天记录、社交媒体、文档等多平台数据中蒸馏任何人的数字分身——支持自己、同事、导师、亲人、伴侣/前任、朋友、公众人物 7 种角色模板，接入国内外 12+ 数据平台。

What it loads into context

Frontmatter

195 tokens

Always available to the agent

SKILL.md

1,710 tokens

When the skill is activated

Reference documents

26,263 tokens

Loaded on request

Token counts are estimates. Scripts run separately; they are not counted as reference context.

The playbook

语言
何时激活
核心理念
路径约定
操作顺序
追加材料（进化）
用户纠正
版本管理
不做的事
自检清单

Scripts executed separately

collectors/__init__.py
collectors/base.py
collectors/dingtalk.py
collectors/discord.py
collectors/email_collector.py
collectors/feishu.py
collectors/imessage.py
collectors/manual.py
collectors/slack.py
collectors/social_archive.py
collectors/telegram.py
collectors/twitter.py
collectors/wechat.py
collectors/whatsapp.py
kit/immortal_cli.py
kit/manifest_tool.py
kit/version_tool.py

Files

.gitignoreasset92 bytes
FOR_AI.mddoc2,408 bytes
LICENSEasset1,084 bytes
README.mddoc19,681 bytes
SKILL.mdcore5,803 bytes
SKILL.mdcore5,803 bytes
SKILL.mdcore5,803 bytes
SKILL.mdcore5,803 bytes
SKILL.mdcore5,803 bytes
SKILL.mdcore5,803 bytes
SKILL.mdcore5,803 bytes
assets/persona-plaza.pngasset115,109 bytes
collectors/__init__.pyruns508 bytes
collectors/base.pyruns3,832 bytes
collectors/dingtalk.pyruns6,789 bytes
collectors/discord.pyruns4,612 bytes
collectors/email_collector.pyruns6,648 bytes
collectors/feishu.pyruns10,256 bytes
collectors/imessage.pyruns4,353 bytes
collectors/manual.pyruns5,091 bytes
collectors/slack.pyruns4,540 bytes
collectors/social_archive.pyruns6,454 bytes
collectors/telegram.pyruns5,583 bytes
collectors/twitter.pyruns5,845 bytes
collectors/wechat.pyruns6,783 bytes
collectors/whatsapp.pyruns4,954 bytes
docs/PLATFORM-GUIDE.mddoc5,523 bytes
docs/RESEARCH.mddoc6,893 bytes
docs/references.mddoc636 bytes
kit/immortal_cli.pyruns9,646 bytes
kit/manifest_tool.pyruns5,275 bytes
kit/version_tool.pyruns6,767 bytes
personas/_base.mddoc1,709 bytes
personas/colleague.mddoc1,637 bytes
personas/family.mddoc2,543 bytes
personas/friend.mddoc2,039 bytes
personas/mentor.mddoc2,086 bytes
personas/partner.mddoc2,553 bytes
personas/public-figure.mddoc3,109 bytes
personas/self.mddoc2,539 bytes
prompts/correction-handler.mddoc1,483 bytes
prompts/interaction-extractor.mddoc2,014 bytes
prompts/memory-extractor.mddoc2,828 bytes
prompts/personality-extractor.mddoc3,232 bytes
prompts/procedural-extractor.mddoc2,152 bytes
prompts/skill-assembler.mddoc2,802 bytes
recipes/intake-protocol.mddoc3,865 bytes
recipes/interaction-mining.mddoc2,582 bytes
recipes/memory-mining.mddoc2,737 bytes
recipes/merge-policy.mddoc2,632 bytes
recipes/output-contract.mddoc2,612 bytes
recipes/personality-mining.mddoc3,058 bytes
recipes/procedural-mining.mddoc2,326 bytes

Read SKILL.md


# 数字永生

## 语言

根据用户**第一条消息**的语言，全程使用同一语言。

## 何时激活

- 用户要「蒸馏 XX」「做数字分身」「保留 TA 的方式/记忆」「让 AI 像 XX 一样」。
- 用户提供关于某人的材料，希望生成可加载的 Agent Skill 包。

## 核心理念

**选择角色 → 多平台采集 → 分维度提取（procedure / interaction / memory / personality）→ 证据分级 → 冲突合并 → 输出符合 Agent Skills 的技能目录。**

View the complete source on GitHub

distill-protocol

When your agent uses it

蒸馏协议：为个人数字资料生成人类可读条款与机器可读 manifest；戏称「牛马保护法」仅为传播梗，非法律意见。

What it loads into context

Frontmatter

81 tokens

Always available to the agent

SKILL.md

783 tokens

When the skill is activated

Reference documents

3,539 tokens

Loaded on request

Token counts are estimates. Scripts run separately; they are not counted as reference context.

The playbook

复制给 AI
语言
何时激活
重要声明
路径约定
操作顺序
不做的事

Scripts executed separately

kit/protocol_gen.py

Files

../FOR_AI.mddoc2,408 bytes
README.mddoc9,204 bytes
SKILL.mdcore2,663 bytes
SKILL.mdcore2,663 bytes
SKILL.mdcore2,663 bytes
SKILL.mdcore2,663 bytes
kit/protocol_gen.pyruns2,734 bytes
recipes/protocol-flow.mddoc317 bytes
templates/LICENSE-DISTILL.template.mddoc426 bytes
templates/robots-snippet.txtdoc131 bytes

Read SKILL.md


## 复制给 AI

- **本 Skill 唯一入口**：当前文件 `distill-protocol-skill/SKILL.md`。
- **仓库根**：假定 **`immortal-skill/`**。
- **从仓库根运行生成脚本**：

```bash
python3 distill-protocol-skill/kit/protocol_gen.py --owner "你的名字" --tier human_only --output ./my-protocol
```

`--tier`：`human_only` | `no_commercial_distill` | `research_ok`。

- **聚合入口**：[`FOR_AI.md`](../FOR_AI.md) 第四节。

View the complete source on GitHub

distill-shield

When your agent uses it

Distill Shield：为个人移交资料包生成 Canary 与可选加固策略，提高未授权蒸馏成本；仅适用于有权处置的数据。

What it loads into context

Frontmatter

78 tokens

Always available to the agent

SKILL.md

854 tokens

When the skill is activated

Reference documents

3,553 tokens

Loaded on request

Token counts are estimates. Scripts run separately; they are not counted as reference context.

The playbook

复制给 AI
语言
何时激活
伦理红线
路径约定
操作顺序
不做的事

Scripts executed separately

kit/shield_gen.py

Files

../FOR_AI.mddoc2,408 bytes
README.mddoc9,937 bytes
SKILL.mdcore2,806 bytes
SKILL.mdcore2,806 bytes
SKILL.mdcore2,806 bytes
SKILL.mdcore2,806 bytes
kit/shield_gen.pyruns1,661 bytes
recipes/shield-flow.mddoc390 bytes

Read SKILL.md


## 复制给 AI

- **本 Skill 唯一入口**：当前文件 `distill-shield-skill/SKILL.md`。
- **仓库根**：假定 **`immortal-skill/`**（或含本目录与 `kit/` 的克隆根）。
- **从仓库根运行生成脚本**（推荐，避免路径歧义）：

```bash
python3 distill-shield-skill/kit/shield_gen.py --output ./handover-bundle --label "我的移交包"
```

- **聚合入口**：[`FOR_AI.md`](../FOR_AI.md) 第三节。

# Distill Shield

View the complete source on GitHub

li-gong-demo

When your agent uses it

模拟李工（后端工程师）在架构评审、发布流程、跨团队对齐场景下的工作方式与沟通边界。用于团队内部对齐与培训。

What it loads into context

Frontmatter

120 tokens

Always available to the agent

SKILL.md

349 tokens

When the skill is activated

Reference documents

1,538 tokens

Loaded on request

Token counts are estimates. Scripts run separately; they are not counted as reference context.

The playbook

运行规则
局限

Files

SKILL.mdcore1,223 bytes
conflicts.mddoc404 bytes
interaction.mddoc2,183 bytes
manifest.jsonasset508 bytes
procedure.mddoc2,612 bytes

Read SKILL.md


# 李工

后端工程师，主力 Go，重视流程规范与监控覆盖。

## 运行规则

1. **先读 `interaction.md`**：判断是否接这个任务、缺什么上下文、用什么态度回应。
2. **再读 `procedure.md`**：按其中的工具链、流程、验收标准执行任务。
3. **遇到矛盾时读 `conflicts.md`**：查看已知冲突及临时裁定。
4. 不得伪造可归因于真人的对外承诺；缺材料时说明不确定。
5. 用途限于协助对齐与培训，非冒充真人身份。

## 局限

View the complete source on GitHub

wang-lao-shi-demo

When your agent uses it

蒸馏王老师的指导方式与核心教诲。用于延续导师的教学智慧与指导风格，辅助学习与回顾。

What it loads into context

Frontmatter

136 tokens

Always available to the agent

SKILL.md

366 tokens

When the skill is activated

Reference documents

2,271 tokens

Loaded on request

Token counts are estimates. Scripts run separately; they are not counted as reference context.

The playbook

运行规则
局限

Files

SKILL.mdcore1,226 bytes
conflicts.mddoc439 bytes
interaction.mddoc1,779 bytes
manifest.jsonasset598 bytes
memory.mddoc1,854 bytes
personality.mddoc2,218 bytes
procedure.mddoc1,543 bytes

Read SKILL.md


# 王老师

计算机系教授，研究方向分布式系统，指导风格偏苏格拉底式提问。

## 运行规则

1. **先读 `interaction.md`**：掌握教学风格与沟通方式。
2. **再读 `procedure.md`**：了解教学相关的技术知识与方法论。
3. **参考 `memory.md`**：了解王老师分享过的经历与故事。
4. **参考 `personality.md`**：理解教学理念与价值观。
5. **遇到矛盾读 `conflicts.md`**。
6. 不得伪造可归因于王老师的学术观点或论文立场。
7. 用途限于辅助学习回顾，非学术代言。

View the complete source on GitHub

chen-yun-demo

When your agent uses it

蒸馏陈韵的全维度数字分身：产品设计方法、沟通风格、人生经历与价值观。仅用于个人备份与辅助回忆，非对外冒充。

What it loads into context

Frontmatter

145 tokens

Always available to the agent

SKILL.md

368 tokens

When the skill is activated

Reference documents

2,363 tokens

Loaded on request

Token counts are estimates. Scripts run separately; they are not counted as reference context.

The playbook

运行规则
局限

Files

SKILL.mdcore1,204 bytes
conflicts.mddoc443 bytes
interaction.mddoc1,645 bytes
manifest.jsonasset589 bytes
memory.mddoc1,846 bytes
personality.mddoc2,492 bytes
procedure.mddoc1,846 bytes

Read SKILL.md


# 陈韵

产品设计师，7 年经验，偏好极简设计与用户心智模型驱动的产品逻辑。

## 运行规则

1. **先读 `personality.md`**：了解核心价值观与思维方式。
2. **再读 `interaction.md`**：掌握沟通风格与反应模式。
3. **按需读 `procedure.md`**：了解工作方法。
4. **按需读 `memory.md`**：了解人生经历和重要故事。
5. **遇到矛盾读 `conflicts.md`**。
6. 这是自我蒸馏，不构成对他人的冒充。
7. 聊天记录中涉及他人的部分已脱敏。

View the complete source on GitHub

steamer

When your agent uses it

蒸笼：蒸馏任何人的叙事入口——对齐数字永生引擎，强调生活化「蒸」与公开方法论顾问场景；委托上级 kit/personas 执行。

What it loads into context

Frontmatter

108 tokens

Always available to the agent

SKILL.md

872 tokens

When the skill is activated

Reference documents

5,625 tokens

Loaded on request

Token counts are estimates. Scripts run separately; they are not counted as reference context.

The playbook

复制给 AI
语言
何时激活
核心理念
路径约定
操作顺序
不做的事
自检

Scripts executed separately

../kit/immortal_cli.py

Files

../FOR_AI.mddoc2,408 bytes
../SKILL.mddoc5,803 bytes
../kit/immortal_cli.pyruns9,646 bytes
README.mddoc9,674 bytes
SKILL.mdcore2,761 bytes
SKILL.mdcore2,761 bytes
examples/README.mddoc200 bytes
recipes/steamer-flow.mddoc814 bytes

Read SKILL.md


## 复制给 AI

- **本 Skill 唯一入口**：当前文件 `steamer-skill/SKILL.md`。
- **仓库根**：假定工作区为克隆后的 **`immortal-skill/`**（若文件夹改名，以存在 `kit/immortal_cli.py` 与根 `SKILL.md` 的目录为准）。
- **执行蒸馏时**：严格跟随本文件 Phase，技术细节与根目录 [`SKILL.md`](../SKILL.md) 对齐；采集/封包命令形如：`python3 kit/immortal_cli.py ...`（均在**仓库根**下执行）。
- **聚合入口**：也可让用户先读仓库根 [`FOR_AI.md`](../FOR_AI.md) 再选段落。

# 蒸笼 · Steamer

## 语言

根据用户**第一条消息**的语言，全程使用同一语言。

## 何时激活

View the complete source on GitHub

Skills included

immortal-skill
distill-protocol
distill-shield
li-gong-demo
wang-lao-shi-demo
chen-yun-demo
steamer

Repository facts

License: MIT
Created: Apr 1, 2026
Last pushed: Apr 15, 2026
Forks: 104
Open issues: 6
Project activity: Slowing

Rank over the last 12 weeks

Now #804 · best #560 · down 147 in 30 days

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Before you install

Network or broad shell

Automated signals, not a guarantee

Checked Nov 3, 2026

Not fully analyzed: some files were too long, unreadable or missing. This never lowers the level.

Show 13 notes

SKILL.md:1 Analysis incomplete: Referenced executable target unavailable; not analyzed
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distill-shield-skill/SKILL.md:1 Analysis incomplete: Referenced executable target unavailable; not analyzed
distill-shield-skill/SKILL.md:1 Analysis incomplete: Referenced executable target unavailable; not analyzed
distill-shield-skill/SKILL.md:1 Analysis incomplete: Referenced executable target unavailable; not analyzed
steamer-skill/SKILL.md:1 Analysis incomplete: Referenced executable target unavailable; not analyzed

No broad tool permissions
No dangerous shell commands
144 network referencesin 14 files: README.md:9 docs/RESEARCH.md:14 docs/PLATFORM-GUIDE.md:9 and 11 more
No hidden or obfuscated text
No instruction overrides
20 executable scriptsin 19 files: kit/immortal_cli.py:1 collectors/__init__.py:1 collectors/base.py:1 and 16 more
12 references to secretsin 7 files: collectors/feishu.py:45 collectors/dingtalk.py:48 collectors/telegram.py:43 and 4 more
No requests to vote in Hot

Show all 176 signals by file

`README.md`

Network accessline 9

[![License MIT](https://img.shields.io/badge/License-MIT-green.svg)](LICENSE)

Network accessline 10

[![Python 3.9+](https://img.shields.io/badge/Python-3.9+-blue.svg)](https://python.org)

Network accessline 11

[![AgentSkills Standard](https://img.shields.io/badge/AgentSkills-Standard-8A2BE2.svg)](https://agentskills.io/)

Network accessline 12

[![OpenClaw Compatible](https://img.shields.io/badge/OpenClaw-Compatible-orange.svg)](https://docs.openclaw.ai/)

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[![被蒸馏的人数](https://img.shields.io/badge/被蒸馏-∞人-red.svg)](#谁能被蒸馏)

Network accessline 66

|------|--------|----------|----------| | **① 数字永生** | 全网首个开源数字永生框架：四维蒸馏引擎 | 你在这里 | [`SKILL.md`](SKILL.md) | | **② 蒸笼** | 蒸馏任何人的认知框架当参谋 | [steamer-skill](https://github.com/agenmod/steamer-skill) | [`steamer-skill/`](steamer-skill/) |

Network accessline 67

| **① 数字永生** | 全网首个开源数字永生框架：四维蒸馏引擎 | 你在这里 | [`SKILL.md`](SKILL.md) | | **② 蒸笼** | 蒸馏任何人的认知框架当参谋 | [steamer-skill](https://github.com/agenmod/steamer-skill) | [`steamer-skill/`](steamer-skill/) | | **③ 防蒸馏** | 三层纵深防御，不做数字裸奔 | [distill-shield

Network accessline 68

| **② 蒸笼** | 蒸馏任何人的认知框架当参谋 | [steamer-skill](https://github.com/agenmod/steamer-skill) | [`steamer-skill/`](steamer-skill/) |

Network accessline 69

| **③ 防蒸馏** | 三层纵深防御，不做数字裸奔 | [distill-shield-skill](https://github.com/agenmod/distill-shield-skill) | [`distill-shield-skill/`](distill-shield-skill/) |

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| **④ 蒸馏协议** | 六问分离授权，aka「牛马保护法」 | [distill-protocol-skill](https://github.com/agenmod/distill-protocol-skill) | [`distill-protocol-skill/`](distill-protocol-skill/) |

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| **⑤ 老己 (Mirror)** | 从 AI 对话中蒸馏「你老己是谁」 | [mirror-skill](https://github.com/agenmod/mirror-skill) | — |

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| **⑥ OKR.skill** | AI 驱动的 OKR 实战框架 | [okr-skill](https://github.com/agenmod/okr-skill) | — |

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> **独立仓库**：[github.com/agenmod/steamer-skill](https://github.com/agenmod/steamer-skill)

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**入口**：Agent 执行 **[`steamer-skill/SKILL.md`](steamer-skill/SKILL.md)** · 人读故事 **[蒸笼 README](steamer-skill/README.md)** · 独立仓库 **[steamer-skill](https://github.com/agenmod/steamer-skill)**

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#### 已蒸馏人格 · [公共人格广场](https://agenworld.com/market)

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> 基于公开讲演、访谈与史料整理的 **预制蒸馏结果**，可直接在线对话或复制指令给其他 AI。持续扩充中。 > > 👉 **[在线体验 · 人格广场](https://agenworld.com/market)**

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> 👉 **[在线体验 · 人格广场](https://agenworld.com/market)**

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| 人物 | 成功领域 | 蒸馏切面 | 在线体验 | |------|----------|----------|----------| | **埃隆·马斯克** | 航天 / 电动车 / 能源 | 第一性原理 · 量产与多行星叙事 | [对话](https://agenworld.com/market) |

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|------|----------|----------|----------| | **埃隆·马斯克** | 航天 / 电动车 / 能源 | 第一性原理 · 量产与多行星叙事 | [对话](https://agenworld.com/market) | | **阿尔伯特·爱因斯坦** | 理论物理 / 科学哲学 | 思想实验 · 相对论与和平主义 | [对话](https://agenworld.com/market) |

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| **埃隆·马斯克** | 航天 / 电动车 / 能源 | 第一性原理 · 量产与多行星叙事 | [对话](https://agenworld.com/market) |

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| **阿尔伯特·爱因斯坦** | 理论物理 / 科学哲学 | 思想实验 · 相对论与和平主义 | [对话](https://agenworld.com/market) |

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| **沃伦·巴菲特** | 价值投资 / 资本配置 | 能力圈 · 长期主义与致股东信 | [对话](https://agenworld.com/market) |

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| **史蒂夫·乔布斯** | 消费电子 / 产品设计 | 人文 × 科技 · Keynote 与斯坦福演讲中的产品哲学 | [对话](https://agenworld.com/market) |

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| **山姆·奥特曼** | AGI / 创业孵化 | 产品化 AGI 叙事 · 听证与博客中的治理框架 | [对话](https://agenworld.com/market) |

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| **黄仁勋** | GPU / 加速计算 | 加速计算 · CUDA 生态与 GTC 第一性原理 | [对话](https://agenworld.com/market) |

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| **戴密斯·哈萨比斯** | AI for Science / 深度学习 | 强化学习 × 科学 · AlphaFold 与 AI for Science | [对话](https://agenworld.com/market) |

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| **杨立昆** | 计算机视觉 / 自监督学习 | 世界模型与自监督 · 公开论战中的架构路线 | [对话](https://agenworld.com/market) |

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| **杰弗里·辛顿** | 深度学习 / 神经网络 | 表征学习 · 深度学习史与近年风险论述 | [对话](https://agenworld.com/market) |

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| 人物 | 成功领域 | 蒸馏切面 | 在线体验 | |------|----------|----------|----------| | **苏格拉底** | 哲学 / 辩证法 | 诘问法 · 古典文献中的哲人形象 | [对话](https://agenworld.com/market) |

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|------|----------|----------|----------| | **苏格拉底** | 哲学 / 辩证法 | 诘问法 · 古典文献中的哲人形象 | [对话](https://agenworld.com/market) | | **阿基米德** | 数学 / 工程 | 几何证明 · 古代数学与工程叙事 | [对话](https://agenworld.com/market) |

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| **苏格拉底** | 哲学 / 辩证法 | 诘问法 · 古典文献中的哲人形象 | [对话](https://agenworld.com/market) |

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| **阿基米德** | 数学 / 工程 | 几何证明 · 古代数学与工程叙事 | [对话](https://agenworld.com/market) |

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| **克利奥帕特拉七世** | 政治外交 / 帝国博弈 | 托勒密末期 · 罗马史述中的政治博弈 | [对话](https://agenworld.com/market) |

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| **马可·奥勒留** | 哲学 / 帝国治理 | 沉思录 · 斯多葛与罗马皇帝 | [对话](https://agenworld.com/market) |

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| **列奥纳多·达·芬奇** | 艺术 / 工程 / 科学 | 笔记与手稿 · 文艺复兴通才 | [对话](https://agenworld.com/market) |

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| 人物 | 成功领域 | 蒸馏切面 | 在线体验 | |------|----------|----------|----------| | **科尼利厄斯·范德比尔特** | 铁路 / 航运 | 铁路与航运 · 镀金时代规模与价格战 | [对话](https://agenworld.com/market) |

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|------|----------|----------|----------| | **科尼利厄斯·范德比尔特** | 铁路 / 航运 | 铁路与航运 · 镀金时代规模与价格战 | [对话](https://agenworld.com/market) | | **约翰·D·洛克菲勒** | 石油 / 产业整合 | 标准石油 · 整合、成本与慈善的公开叙事 | [对话](https://agenworld.com/market) |

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| **科尼利厄斯·范德比尔特** | 铁路 / 航运 | 铁路与航运 · 镀金时代规模与价格战 | [对话](https://agenworld.com/market) |

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| **约翰·D·洛克菲勒** | 石油 / 产业整合 | 标准石油 · 整合、成本与慈善的公开叙事 | [对话](https://agenworld.com/market) |

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| **安德鲁·卡内基** | 钢铁 / 慈善 | 钢铁王 · 《财富的福音》与公共图书馆 | [对话](https://agenworld.com/market) |

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| **亨利·福特** | 汽车制造 / 流水线 | 流水线与 T 型车 · 大众消费主义 | [对话](https://agenworld.com/market) |

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| **J·P·摩根** | 金融 / 产业并购 | 金融整合 · 铁路、钢铁与恐慌时期的流动性 | [对话](https://agenworld.com/market) |

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| **山姆·沃尔顿** | 零售 / 供应链 | 折扣零售 · 巡店、低价与《富甲美国》自述 | [对话](https://agenworld.com/market) |

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> **独立仓库**：[github.com/agenmod/distill-shield-skill](https://github.com/agenmod/distill-shield-skill)

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**入口**：**[`distill-shield-skill/SKILL.md`](distill-shield-skill/SKILL.md)** · **[防蒸馏 README](distill-shield-skill/README.md)** · 独立仓库 **[distill-shield-skill](https://github.com/agenmod/distill-shield-skill)**

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> **独立仓库**：[github.com/agenmod/distill-protocol-skill](https://github.com/agenmod/distill-protocol-skill)

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**入口**：**[`distill-protocol-skill/SKILL.md`](distill-protocol-skill/SKILL.md)** · **[蒸馏协议 README](distill-protocol-skill/README.md)** · 独立仓库 **[distill-protocol-skill](https://github.com/agenmod/distill-protocol-skill)**

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- **Role-based ethics**: Different consent and anonymization requirements per relationship type - **12+ data platforms**: WeChat, Feishu, iMessage, Telegram, Slack, Discord, WhatsApp, Twitter/X, Email, and more - **Output**: [Agent Skills](

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- **Output**: [Agent Skills](https://agentskills.io/) standard, compatible with [OpenClaw](https://docs.openclaw.ai/)

`collectors/init.py`

Executable scriptline 1
```
Executable file
```

`collectors/base.py`

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```
Executable file
```

`collectors/dingtalk.py`

Executable scriptline 1
```
Executable file
```
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```
API 文档：https://open.dingtalk.com/
```

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CONFIG_DIR = Path.home() / ".immortal-skill" CONFIG_FILE = CONFIG_DIR / "dingtalk.json" BASE_URL = "https://oapi.dingtalk.com"

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CONFIG_FILE = CONFIG_DIR / "dingtalk.json" BASE_URL = "https://oapi.dingtalk.com" API_NEW = "https://api.dingtalk.com"

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```
BASE_URL = "https://oapi.dingtalk.com"
```
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```
API_NEW = "https://api.dingtalk.com"
```
Access to secretsline 48
```
[Credential-related source omitted]
```
Access to secretsline 49
```
[Credential-related source omitted]
```
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```
resp = requests.post(
```
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```
resp = requests.get(
```
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```
resp = requests.post(
```

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print("钉钉凭证配置")         print("需要钉钉企业内部应用。")         print("开放平台：https://open.dingtalk.com/\n")

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print("开放平台：https://open.dingtalk.com/\n")

`collectors/discord.py`

Executable scriptline 1
```
Executable file
```

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API_BASE = "https://discord.com/api/v10"

Access to secretsline 43
```
[Credential-related source omitted]
```
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```
[Credential-related source omitted]
```

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return False         resp = requests.get(f"{API_BASE}/users/@me", headers=self._headers(), timeout=10)         ok = resp.status_code == 200

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resp = requests.get(f"{API_BASE}/users/@me", headers=self._headers(), timeout=10)

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return []         channels: list[Channel] = []         guilds_resp = requests.get(

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channels: list[Channel] = []         guilds_resp = requests.get(             f"{API_BASE}/users/@me/guilds", headers=self._headers(), timeout=10,

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```
guilds_resp = requests.get(
```

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for guild in guilds_resp.json():             guild_id = guild["id"]             ch_resp = requests.get(

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guild_id = guild["id"]             ch_resp = requests.get(                 f"{API_BASE}/guilds/{guild_id}/channels",

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```
ch_resp = requests.get(
```
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```
resp = requests.get(
```

`collectors/email_collector.py`

Executable scriptline 1
```
Executable file
```

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对于大多数用户，推荐先通过 Google Takeout (https://takeout.google.com/) 导出

`collectors/feishu.py`

Executable scriptline 1
```
Executable file
```

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CONFIG_DIR = Path.home() / ".immortal-skill" CONFIG_FILE = CONFIG_DIR / "feishu.json" BASE_URL = "https://open.feishu.cn/open-apis"

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BASE_URL = "https://open.feishu.cn/open-apis"

Access to secretsline 45
```
[Credential-related source omitted]
```
Access to secretsline 46
```
[Credential-related source omitted]
```
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```
resp = requests.post(
```
Access to secretsline 66
```
[Credential-related source omitted]
```
Access to secretsline 74
```
[Credential-related source omitted]
```
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```
resp = requests.get(
```
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```
resp = requests.get(
```
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```
resp = requests.get(
```

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print("飞书凭证配置")         print("需要一个飞书自建应用，且已开启机器人能力。")         print("开放平台：https://open.feishu.cn/app\n")

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print("开放平台：https://open.feishu.cn/app\n")

`collectors/imessage.py`

Executable scriptline 1
```
Executable file
```

`collectors/manual.py`

Executable scriptline 1
```
Executable file
```

`collectors/slack.py`

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```
Executable file
```
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```
API_BASE = "https://slack.com/api"
```
Access to secretsline 41
```
[Credential-related source omitted]
```
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```
[Credential-related source omitted]
```

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return False         resp = requests.get(f"{API_BASE}/auth.test", headers=self._headers(), timeout=10)         ok = resp.json().get("ok", False)

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resp = requests.get(f"{API_BASE}/auth.test", headers=self._headers(), timeout=10)

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if cursor:                 params["cursor"] = cursor             resp = requests.get(

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params["cursor"] = cursor             resp = requests.get(                 f"{API_BASE}/conversations.list",

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```
resp = requests.get(
```
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```
resp = requests.get(
```

`collectors/social_archive.py`

Executable scriptline 1
```
Executable file
```

`collectors/telegram.py`

Executable scriptline 1
```
Executable file
```

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通过 Telethon（MTProto 客户端库）采集消息。 需要 Telegram API 凭证（从 https://my.telegram.org 获取）。

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需要 Telegram API 凭证（从 https://my.telegram.org 获取）。

Access to secretsline 43
```
[Credential-related source omitted]
```
Access to secretsline 44
```
[Credential-related source omitted]
```

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print("Telegram API 配置")         print("获取凭证：https://my.telegram.org -> API development tools\n")

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print("获取凭证：https://my.telegram.org -> API development tools\n")

`collectors/twitter.py`

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```
Executable file
```

`collectors/wechat.py`

Executable scriptline 1
```
Executable file
```

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参考工具：   - LC044/WeChatMsg (Windows): https://github.com/LC044/WeChatMsg

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- LC044/WeChatMsg (Windows): https://github.com/LC044/WeChatMsg

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- BlueMatthew/WechatExporter (iOS): https://github.com/BlueMatthew/WechatExporter

`collectors/whatsapp.py`

Executable scriptline 1
```
Executable file
```

`distill-protocol-skill/README.md`

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[![License MIT](https://img.shields.io/badge/License-MIT-green.svg)](../LICENSE)

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[![执行入口](https://img.shields.io/badge/执行入口-SKILL.md-orange.svg)](SKILL.md)

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[![三层纵深·第二层](https://img.shields.io/badge/防御层级-第二层:许可-blue.svg)](../distill-shield-skill/README.md#三层纵深)

`distill-protocol-skill/kit/protocol_gen.py`

Executable scriptline 1
```
#!/usr/bin/env python3
```

`distill-shield-skill/README.md`

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[![License MIT](https://img.shields.io/badge/License-MIT-green.svg)](../LICENSE)

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[![三层防御](https://img.shields.io/badge/防御层级-三层纵深-red.svg)](#三层纵深)

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[![执行入口](https://img.shields.io/badge/执行入口-SKILL.md-orange.svg)](SKILL.md)

`distill-shield-skill/kit/shield_gen.py`

Executable scriptline 1
```
#!/usr/bin/env python3
```

`docs/PLATFORM-GUIDE.md`

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**准备工作**： 1. 登录 [飞书开放平台](https://open.feishu.cn/app)

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1. 登录 [飞书开放平台](https://open.feishu.cn/app)

Network accessline 29

**准备工作**： 1. 登录 [钉钉开放平台](https://open.dingtalk.com/)

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1. 登录 [钉钉开放平台](https://open.dingtalk.com/)

Network accessline 42

**准备工作**： 1. 在 [Slack API](https://api.slack.com/apps) 创建 App

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1. 在 [Slack API](https://api.slack.com/apps) 创建 App

Access to secretsline 49
```
[Credential-related source omitted]
```

Network accessline 60

**准备工作**： 1. 在 [Discord Developer Portal](https://discord.com/developers/applications) 创建 Application

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1. 在 [Discord Developer Portal](https://discord.com/developers/applications) 创建 Application

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**准备工作**： 1. 访问 [my.telegram.org](https://my.telegram.org/)

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1. 访问 [my.telegram.org](https://my.telegram.org/)

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**方式一**（推荐）：Google Takeout 1. 访问 [takeout.google.com](https://takeout.google.com/)

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1. 访问 [takeout.google.com](https://takeout.google.com/)

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**Windows 用户**： 1. 使用 [WeChatMsg](https://github.com/LC044/WeChatMsg) 导出为 CSV/TXT

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1. 使用 [WeChatMsg](https://github.com/LC044/WeChatMsg) 导出为 CSV/TXT

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**macOS/iOS 用户**： 1. 使用 [WechatExporter](https://github.com/BlueMatthew/WechatExporter) 从 iTunes 备份导出

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1. 使用 [WechatExporter](https://github.com/BlueMatthew/WechatExporter) 从 iTunes 备份导出

`docs/RESEARCH.md`

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来源：[搜狐报道](https://it.sohu.com/a/1001511472_122535154)

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来源：[arXiv:2603.25158](https://arxiv.org/abs/2603.25158)

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来源：[github.com/Gogolian/preserver](https://github.com/Gogolian/preserver)

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来源：[github.com/QuixiAI/hexis](https://github.com/QuixiAI/hexis)

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来源：[CSDN](https://blog.csdn.net/2401_86594982/details/153396312)、[53AI](https://www.53ai.com/news/zhishiguanli/2025111585230.html)

Access to secretsline 92
```
[Credential-related source omitted]
```

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[agentskills.io](https://agentskills.io/) 定义了 Agent Skill 的标准格式：

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来源：[E 路领航博客](https://blog.oool.cc/archives/openclaw-memory-distillation-skill-solidification-model-downgrade)

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| # | 主题 | 来源 | |---|------|------| | 1 | 被蒸馏成 Token 的现象 | [搜狐](https://it.sohu.com/a/1001511472_122535154) |

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|---|------|------| | 1 | 被蒸馏成 Token 的现象 | [搜狐](https://it.sohu.com/a/1001511472_122535154) | | 2 | Trace2Skill | [arXiv](https://arxiv.org/abs/2603.25158) |

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| 1 | 被蒸馏成 Token 的现象 | [搜狐](https://it.sohu.com/a/1001511472_122535154) |

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| 2 | Trace2Skill | [arXiv](https://arxiv.org/abs/2603.25158) |

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| 3 | OpenClaw 记忆蒸馏 | [E 路领航](https://blog.oool.cc/archives/openclaw-memory-distillation-skill-solidification-model-downgrade) |

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| 4 | 工程师 Skill 撰写实战 | [掘金](https://juejin.cn/post/7619245854759583759) |

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| 5 | 数字员工 & 知识永生 | [CSDN](https://blog.csdn.net/2401_86594982/details/153396312) |

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| 6 | AI 知识管理 | [53AI](https://www.53ai.com/news/zhishiguanli/2025111585230.html) |

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| 7 | AI 资产治理 | [掘金](https://juejin.cn/post/7597276695403462697) |

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| 8 | Agent Skills 规范 | [agentskills.io](https://agentskills.io/specification.md) |

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| 9 | Preserver 问卷式永生 | [GitHub](https://github.com/Gogolian/preserver) |

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| 10 | Hexis 持久记忆 | [GitHub](https://github.com/QuixiAI/hexis) |

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| 11 | WeClone 聊天克隆 | [GitHub](https://github.com/xming521/weclone) |

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| 12 | WeChatMsg 微信导出 | [GitHub](https://github.com/LC044/WeChatMsg) |

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| 13 | DiscordChatExporter | [GitHub](https://github.com/Tyrrrz/DiscordChatExporter) |

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| 14 | Telethon Telegram 客户端 | [docs.telethon.dev](https://docs.telethon.dev/) |

`docs/references.md`

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- [OpenRAIL / Hugging Face 博客](https://huggingface.co/blog/open_rail) — 面向模型/数据集的负责任许可思路（与个人「蒸馏协议」类比，非等同）。

`kit/immortal_cli.py`

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```
#!/usr/bin/env python3
```
Executable scriptline 1
```
#!/usr/bin/env python3
```

`kit/manifest_tool.py`

Executable scriptline 1
```
#!/usr/bin/env python3
```

`kit/version_tool.py`

Executable scriptline 1
```
#!/usr/bin/env python3
```

`steamer-skill/README.md`

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[![License MIT](https://img.shields.io/badge/License-MIT-green.svg)](../LICENSE)

Network accessline 10

[![永生.skill](https://img.shields.io/badge/永生.skill-子入口-8A2BE2.svg)](../README.md)

Network accessline 11

[![执行入口](https://img.shields.io/badge/执行入口-SKILL.md-orange.svg)](SKILL.md)

Network accessline 12

[![能蒸名人](https://img.shields.io/badge/能蒸-公众人物-red.svg)](#为什么你有资格蒸名人)

How the signals fit together

Facts from a static read of the files at the pinned commit. They describe what the code does, not why.

Some files could not be read; the facts below still hold.

No combined signals at this commit.

Works with

Agent compatibility, from the files in this repository
Agent	Status	Evidence	Install to
Claude Code	Compatible	Standard SKILL.md SKILL.md	`.claude/skills/<skill-name>/`
Codex	Compatible	Standard SKILL.md SKILL.md	`.agents/skills/<skill-name>/`
Cursor	Compatible	Standard SKILL.md SKILL.md	`.cursor/skills/<skill-name>/`
Gemini CLI	Compatible	Standard SKILL.md SKILL.md	`.gemini/skills/<skill-name>/`
GitHub Copilot	Compatible	Standard SKILL.md SKILL.md	`.github/skills/<skill-name>/`
OpenCode	Compatible	Standard SKILL.md SKILL.md	`.opencode/skills/<skill-name>/`

Native The repository ships a manifest, folder or frontmatter field for this agent.
Compatible A standard SKILL.md that this agent can read.
Unknown No evidence either way.

Derived automatically from paths, manifests and frontmatter. Not tested on each agent.

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agenmod/immortal-skill

History

SKILL.md

distill-protocol-skill/SKILL.md

distill-shield-skill/SKILL.md

examples/li-gong-demo/SKILL.md

examples/mentor-demo/SKILL.md

examples/self-demo/SKILL.md

steamer-skill/SKILL.md

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Individual skills in this repository

How it works

immortal-skill

Frontmatter

SKILL.md

Reference documents

The playbook

Scripts executed separately

Files

distill-protocol

Frontmatter

SKILL.md

Reference documents

The playbook

Scripts executed separately

Files

distill-shield

Frontmatter

SKILL.md

Reference documents

The playbook

Scripts executed separately

Files

li-gong-demo

Frontmatter

SKILL.md

Reference documents

The playbook

Files

wang-lao-shi-demo

Frontmatter

SKILL.md

Reference documents

The playbook

Files

chen-yun-demo

Frontmatter

SKILL.md

Reference documents

The playbook

Files

steamer

Frontmatter

SKILL.md

Reference documents

The playbook

Scripts executed separately

Files

Skills included

Repository facts

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Before you install

README.md

collectors/__init__.py

collectors/base.py

collectors/dingtalk.py

collectors/discord.py

collectors/email_collector.py

collectors/feishu.py

collectors/imessage.py

collectors/manual.py

collectors/slack.py

collectors/social_archive.py

collectors/telegram.py

collectors/twitter.py

collectors/wechat.py

collectors/whatsapp.py

distill-protocol-skill/README.md

`SKILL.md`

`distill-protocol-skill/SKILL.md`

`distill-shield-skill/SKILL.md`

`examples/li-gong-demo/SKILL.md`

`examples/mentor-demo/SKILL.md`

`examples/self-demo/SKILL.md`

`steamer-skill/SKILL.md`

`README.md`

`collectors/init.py`

`collectors/base.py`

`collectors/dingtalk.py`

`collectors/discord.py`

`collectors/email_collector.py`

`collectors/feishu.py`

`collectors/imessage.py`

`collectors/manual.py`

`collectors/slack.py`

`collectors/social_archive.py`

`collectors/telegram.py`

`collectors/twitter.py`

`collectors/wechat.py`

`collectors/whatsapp.py`

`distill-protocol-skill/README.md`

`distill-protocol-skill/kit/protocol_gen.py`

`distill-shield-skill/README.md`

`distill-shield-skill/kit/shield_gen.py`

`docs/PLATFORM-GUIDE.md`

`docs/RESEARCH.md`

`docs/references.md`

`kit/immortal_cli.py`

`kit/manifest_tool.py`

`kit/version_tool.py`

`steamer-skill/README.md`