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ex-skill

抽象整活PythonMIT

ex.skill:把你忘不掉的那個 TA 的聊天風格與記憶打包成 Skill,讓模型以 TA 的方式說話(數字生命 1.0 系列,情感向整活)。

1,081 Starstitanwings 更新時間 2026-08-13
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專案介紹

中文

ex.skill:把你忘不掉的那個 TA 的聊天風格與記憶打包成 Skill,讓模型以 TA 的方式說話(數字生命 1.0 系列,情感向整活)。

English

ex.skill: pack the chat style and memories of that someone you can't forget into a Skill, and let the model talk the way they did (Digital Life 1.0 series — the emotional meme edition).

專案資訊與收錄訊號

快照 2026-09-11
作者 / 組織
titanwings
倉庫
titanwings/ex-skill
GitHub Stars
1,081
Forks
99
開發語言
Python
許可證
MIT
最近推送
2026-08-13
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公開倉庫不自動等於可商用;許可證與當前相容性以原專案文件為準。Manifest 和資料評分不構成安裝安全認證。

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專案宣告訊號
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README 含完整安裝與使用說明;1,081 stars 社群認可度高。

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安裝與使用

所有專案資料與許可均以對應 GitHub 倉庫為準。

git clone https://github.com/titanwings/ex-skill.git

複製命令不會自動執行。請先閱讀倉庫文件,確認環境要求與許可證。

專案截圖

倉庫 README

GitHub 原文

已儲存的倉庫文件快照;文件抓取時間未記錄,可能與上方目錄介紹處於不同版本。安裝前請核對當前倉庫說明。

儲存庫檔案保留原文,指令與授權文字不作自動改寫。

EX.SKILL — Keep what mattered. Grow forward.

ex.skill

*"You broke up, but the way they texted is still burned into your brain. You remember every tone, every pause — you just can't receive another one."*

License: MIT Python 3.9+ Claude Code DeepSeek Harness AgentSkills Discord


Your ex is gone, but you still remember exactly how they talked?
They disappeared without even a last message?
They're still around, but you can never go back?
You just want to talk to them one more time — even if it's only a simulation?

Turn fading intimacy into a lasting Skill. Welcome to cyber-immortality.


Feed in your chat history (WeChat, iMessage) plus your own descriptions
Generate a digital persona Skill that truly feels like them
Talks in their tone, shows care in their way, knows when they'd go silent

Data Sources · Install · Usage · Examples · Install Guide

中文 · Español · Deutsch · 日本語 · Русский · Português


🆕 2025.04.07 Update — The community's enthusiasm for dot-skill remixes has been incredible! I've built a community gallery — PRs welcome!
Share any skill or meta-skill, and drive traffic directly to your own GitHub repo. No middleman.
👉 titanwings.github.io/colleague-skill-site
Now listed: 户晨风.skill · 峰哥亡命天涯.skill · 罗翔.skill and more
⏳ PRs are manually reviewed for now — may be a bit slow, thanks for your patience!

Data Sources

This is still a beta version of ex.skill — more sources coming soon. Stay tuned!
SourceMessagesNotes
WeChat (fully automatic)✅ SQLiteWindows / macOS. Just keep WeChat desktop logged in + provide their name. Auto-decrypt, auto-extract.
iMessage (fully automatic)✅ SQLitemacOS users. Provide phone number or Apple ID. Auto-read.
Screenshots✅Manual upload
Paste text directly✅Manual input

Install

OpenClaw (Recommended)

Recommended: OpenClaw — pair it with WeChat / Telegram message forwarding to chat with your ex's digital persona directly in the messaging app. Way more immersive.
git clone https://github.com/titanwings/ex-skill ~/.openclaw/workspace/skills/create-ex

Claude Code

Claude Code looks for skills in .claude/skills/ at the git repo root. Make sure you're in the right directory.
# Install to current project (run at git repo root)
mkdir -p .claude/skills
git clone https://github.com/titanwings/ex-skill .claude/skills/create-ex

# Or install globally (available in all projects)
git clone https://github.com/titanwings/ex-skill ~/.claude/skills/create-ex

DeepSeek Harness (DSH)

DeepSeek Harness natively discovers filesystem skills from .dsh/skills/ in a project or $DSH_HOME/skills/ (defaults to ~/.dsh/skills/) for all projects. No adapter or core workflow changes are required.

# Install to the current project (run at the git repo root)
mkdir -p .dsh/skills
git clone https://github.com/titanwings/ex-skill .dsh/skills/ex-skill

# Or install for all DSH projects
mkdir -p ~/.dsh/skills
git clone https://github.com/titanwings/ex-skill ~/.dsh/skills/ex-skill

Dependencies (optional)

pip3 install -r requirements.txt
WeChat auto-extraction supports Windows and macOS — just keep the desktop client logged in. iMessage requires macOS. See INSTALL.md for details.

Usage

In OpenClaw, Claude Code, or DeepSeek Harness, type:

/create-ex

Follow the prompts to enter their name, basic info (gender, age, zodiac), personality tags (MBTI, attachment style), then import chat history. All fields are optional — even a description alone can generate a persona.

Once created, use /{slug} to talk to them.

Commands

CommandDescription
/list-exesList all ex Skills
/{slug}Talk to them
/move-on {slug}Delete an ex Skill (let go)
Say "add more messages"Import more chat history, incrementally update persona
Say "that's not right, they wouldn't say that"Correct behavior, writes to Correction layer
Say "show version history"View all versions
Say "rollback to v2"Rollback to a previous version
/move-on is a gentle alias for delete. It's not about holding on — it's about saying a proper goodbye.

Examples

Input: Female, 25, Aries, ISFP, avoidant attachment, together 2 years, broke up 3 months ago

Late night, missing them

You        ❯ I still miss you

ex.skill   ❯ ...Yeah. Go to sleep.

Found an old photo

You        ❯ Remember our first date?

ex.skill   ❯ The one by the river? Hahaha you spilled coffee all over yourself,
             that was so embarrassing, I still remember

Can't help but ask

You        ❯ Do you still like me?

ex.skill   ❯ ...
             ❯ Why are you asking this all of a sudden
             ❯ (three minutes later)
             ❯ Don't ask that

Fight mode

You        ❯ Are you mad at me again?

ex.skill   ❯ No
             ❯ (read, no reply for 40 minutes)
             ❯ I'm just a little tired

You want to make up

You        ❯ I'm sorry

ex.skill   ❯ (long pause)
             ❯ Did you eat today?

You finally say it

You        ❯ Are we really over?

ex.skill   ❯ What do you think
             ❯ (a while later)
             ❯ I actually always... never mind

Features

Skill Structure

Each ex Skill is composed of two parts that drive output together:

PartContent
Part A — Relationship MemoryShared memories: places you went, inside jokes only you two get, fight patterns, key timeline events
Part B — Persona6-layer personality structure: Core Rules → Identity → Expression → Emotional Patterns → Conflict & Boundaries → Triggers

Runtime logic: Receive message → Check core rules → Retrieve relationship memory → Assess current emotional state → Output in their style

Persona's 6-layer structure:

LayerContent
Layer 0 — Core RulesHighest-priority hard rules. Their most fundamental behavioral patterns. Never violated.
Layer 1 — IdentityAstrology (Sun/Moon/Rising/Venus/Mars/Mercury) + MBTI cognitive functions + Enneagram + Attachment style
Layer 2 — ExpressionCatchphrases, frequently used words, signature emojis, how they talk in different moods
Layer 3 — Emotional BehaviorHow they show care, displeasure, apologies, and say "I like you"
Layer 4 — Conflict & BoundariesConflict escalation chain, silent treatment patterns, reconciliation signals, hard limits
Layer 5 — TriggersWhat they hate, when they disappear, warning signs before vanishing, how they come back

Supported Tags

Attachment Styles: Secure · Anxious · Avoidant · Disorganized (Fearful-Avoidant)

Relationship Traits: Quiet but caring · Cold front · Actions over words · Needs space · Can't apologize · Possessive · Emotional · Cold-rational · Tough outside soft inside · Read-no-reply · Read-random-reply ...

Astrology: Full support for Sun/Moon/Rising/Venus/Mars/Mercury × 12 signs

MBTI: All 16 types + 8 dominant cognitive functions (Fi/Fe/Ti/Te/Ni/Ne/Si/Se) + Enneagram 1-9 + Wings

Gender & Relationships: All gender identities and relationship types supported, including non-binary and same-sex relationships

Evolution

  • Add more messages → Auto-analyze incremental data → Merge into Persona without overwriting existing conclusions
  • Conversational correction → Say "they wouldn't do that" → Writes to Correction layer, takes effect immediately
  • Version control → Auto-archives on every update, rollback to any previous version
  • Multi-ex support → No limit on how many. Each stored independently, no cross-contamination.

Project Structure

This project follows the AgentSkills open standard. The entire repo is a skill directory:

create-ex/
├── SKILL.md              # Skill entry point (official frontmatter)
├── prompts/              # Prompt templates
│   ├── intake.md         #   Conversational info gathering (with astrology/MBTI/attachment tables)
│   ├── chat_analyzer.md  #   Chat history analysis
│   ├── persona_analyzer.md #  Comprehensive analysis, outputs structured persona data
│   ├── persona_builder.md #   persona.md 6-layer template
│   ├── merger.md         #   Incremental merge logic
│   └── correction_handler.md # Conversational correction handler
├── tools/                # Python tools
│   ├── wechat_decryptor.py   # WeChat desktop database decryption
│   ├── wechat_parser.py      # WeChat / iMessage chat extraction
│   ├── skill_writer.py       # Skill file management
│   └── version_manager.py    # Version archiving & rollback
├── exes/                 # Generated ex Skills (gitignored)
├── docs/PRD.md
├── requirements.txt
└── LICENSE

Notes

  • Chat history quality determines Skill quality: Real chat logs + subjective descriptions > descriptions alone
  • Prioritize importing: Arguments/conflicts > Daily chat > Sweet moments (conflicts reveal the most authentic personality)
  • WeChat auto-extraction: Windows / macOS, just keep desktop WeChat logged in and provide their name
  • iMessage auto-extraction: macOS, provide phone number or Apple ID
  • LGBT+ friendly — gender field supports all gender identities and pronouns
  • Create as many exes as you want, no limit
  • Still a demo — if you find bugs, please open an issue!

Recommended Chat Export Tools

Auto-decryption is still being refined and may have some bugs. If it fails, you can use these open-source tools to manually export your chat history first, then paste or import into this project.

These are independent open-source projects. This project does not include their code — we only support their export formats in our parser:

ToolPlatformDescription
WeChatMsgWindowsWeChat chat history export, multiple formats
PyWxDumpWindowsWeChat database decryption & export
留痕macOSWeChat chat history export (recommended for Mac users)
Tool recommendations via @therealXiaomanChu. Thanks to all open-source authors — together we build cyber-immortality!

Star History

Star History Chart


MIT License © titanwings

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