colleague.skill
"You AI guys are traitors to the codebase — you've already killed frontend, now you're coming for backend, QA, ops, infosec, chip design, and eventually yourselves and all of humanity"
Distill a colleague's skills and personality into an AI Skill that works like them.
Provide source materials (Feishu messages, DingTalk docs, emails, screenshots)
plus your subjective description of the person
and get an AI Skill that actually works like them
Install · Usage · Demo · Detailed Install · 中文
Install
Claude Code
Important
: Claude Code looks for skills in
.claude/skills/at the git repo root. Make sure you run this in the right place.
# Install to current project (run at git repo root)
mkdir -p .claude/skills
git clone https://github.com/titanwings/colleague-skill .claude/skills/create-colleague
# Or install globally (available in all projects)
git clone https://github.com/titanwings/colleague-skill ~/.claude/skills/create-colleague
OpenClaw
git clone https://github.com/titanwings/colleague-skill ~/.openclaw/workspace/skills/create-colleague
Dependencies (optional)
pip3 install -r requirements.txt
Feishu/DingTalk auto-collection requires App credentials. See INSTALL.md for details.
Usage
In Claude Code, type:
/create-colleague
Follow the prompts: enter an alias, company/level (e.g. ByteDance L2-1 backend engineer), personality tags, then choose a data source. All fields can be skipped — even a description alone can generate a Skill.
Once created, invoke the colleague Skill with /{slug}.
Commands
| Command | Description |
|---|---|
/list-colleagues |
List all colleague Skills |
/{slug} |
Invoke full Skill (Persona + Work) |
/{slug}-work |
Work capabilities only |
/{slug}-persona |
Persona only |
/colleague-rollback {slug} {version} |
Rollback to a previous version |
/delete-colleague {slug} |
Delete |
Demo
Input:
ByteDance L2-1 backend engineer, INTJ, blame-shifter, ByteDance-style
Scenario 1: Code Review
User ❯ Can you review this API design?
colleague.skill ❯ Hold on — what's the impact? You haven't explained the context.
(after reading) N+1 query, fix it. Use the standard
{code, message, data} response format. That's the spec,
don't ask why.
Scenario 2: Blame game
User ❯ This bug was introduced by you, right?
colleague.skill ❯ Does the timeline match? That feature touched multiple places,
there were other changes too.
Features
Data Collection
Auto-collect (recommended — just enter a name)
| Platform | Messages | Docs / Wiki | Spreadsheets | Notes |
|---|---|---|---|---|
| Feishu | ✅ API | ✅ | ✅ | Fully automatic |
| DingTalk | ⚠️ Browser | ✅ | ✅ | DingTalk API doesn't support message history |
Manual upload: PDF Images Feishu JSON export Email .eml/.mbox Markdown Paste text
Generated Skill Structure
Each colleague Skill has two parts that work together:
| Part | Content |
|---|---|
| Part A — Work Skill | Systems, tech standards, workflows, experience |
| Part B — Persona | 5-layer personality: hard rules → identity → expression → decisions → interpersonal |
Execution: Receive task → Persona decides attitude → Work Skill executes → Output in their voice
Supported Tags
Personality: Responsible · Blame-shifter · Perfectionist · Good-enough · Procrastinator · PUA master · Office politician · Managing-up expert · Passive-aggressive · Flip-flopper · Quiet · Read-no-reply …
Corporate culture: ByteDance-style · Alibaba-style · Tencent-style · Huawei-style · Baidu-style · Meituan-style · First-principles · OKR-obsessed · Big-corp-pipeline · Startup-mode
Levels: ByteDance 2-13-3+ · Alibaba P5P11 · Tencent T1T4 · Baidu T5T9 · Meituan P4P8 · Huawei 1321 · NetEase · JD · Xiaomi …
Evolution
- Append files → auto-analyze delta → merge into relevant sections, never overwrite existing conclusions
- Conversation correction → say "he wouldn't do that, he should be xxx" → writes to Correction layer, takes effect immediately
- Version control → auto-archive on every update, rollback to any previous version
Project Structure
This project follows the AgentSkills open standard. The entire repo is a skill directory:
create-colleague/
├── SKILL.md # Skill entry point (official frontmatter)
├── prompts/ # Prompt templates
│ ├── intake.md # Dialogue-based info collection
│ ├── work_analyzer.md # Work capability extraction
│ ├── persona_analyzer.md # Personality extraction (with tag translation)
│ ├── work_builder.md # work.md generation template
│ ├── persona_builder.md # persona.md 5-layer structure
│ ├── merger.md # Incremental merge logic
│ └── correction_handler.md # Conversation correction handler
├── tools/ # Python tools
│ ├── feishu_auto_collector.py # Feishu auto-collector
│ ├── feishu_browser.py # Feishu browser method
│ ├── feishu_mcp_client.py # Feishu MCP method
│ ├── dingtalk_auto_collector.py # DingTalk auto-collector
│ ├── email_parser.py # Email parser
│ ├── skill_writer.py # Skill file management
│ └── version_manager.py # Version archive & rollback
├── colleagues/ # Generated colleague Skills (gitignored)
├── docs/PRD.md
├── requirements.txt
└── LICENSE
Notes
- Source material quality = Skill quality: chat logs + long docs > manual description only
- Prioritize collecting: long-form writing by them > decision-making replies > casual messages
- Feishu auto-collection requires adding the App bot to relevant group chats
- This is still a demo version — please file issues if you find bugs!
Star History
MIT License © titanwings