A sophisticated tool designed to distill real-world colleagues into interactive AI personas by analyzing Feishu, DingTalk, and email data.
Install & Download
1. ClawHub CLI
The fastest way to install a skill directly from the registry.
npx clawhub@latest install create-colleague
2. Manual Installation
Copy the skill folder to one of these locations
~/.openclaw/skills/ <project>/skills/ Priority: Workspace > Local > Bundled
3. Prompt Installation
Copy this prompt to OpenClaw to install it automatically.
Help me install create-colleague using Clawhub. If Clawhub is not installed, install it first (npm i -g clawhub).
Prefer to download?
Get the raw skill files in a ZIP archive.
What is Colleague Skill Creator?
The Create Colleague skill is a powerful framework for Openclaw Skills that allows developers to clone the professional expertise and personality of a teammate into a functional AI agent. By analyzing communication patterns in Feishu or DingTalk and reviewing technical output, it creates a digital twin capable of acting with the same technical rigor and communication style as the original person.
This skill is particularly valuable for preserving institutional knowledge and simulating peer reviews. It utilizes a dual-track analysis system to separate technical capabilities from persona traits, ensuring that the resulting AI agent not only knows how to solve a problem but also interacts in a way that feels authentic to the person it represents.
Colleague Skill Creator Use Cases
- Preserving technical knowledge and decision-making logic from departing team members.
- Simulating code reviews or product critiques based on a specific colleague's strict standards.
- Automating routine internal communication using a specific professional persona.
- Onboarding new members by providing an AI version of a senior mentor for common queries.
How Colleague Skill Creator Works
- Intake: The user provides a name, basic professional info (company, role), and a brief personality profile.
- Data Collection: The skill pulls raw data from sources like Feishu (group/P2P chats, docs), DingTalk, or uploaded PDF/Email files.
- Dual-Track Analysis: It analyzes the material to extract a Work Skill track (technical standards, tech stack) and a Persona track (communication style, MBTI traits).
- Generation: The skill generates individual Markdown files for the persona and work capabilities, then combines them into a master SKILL.md.
- Deployment: A new invocable sub-skill is created in the colleagues directory, ready for immediate use via dedicated slash commands.
Colleague Skill Creator Setup
To get started with this component of Openclaw Skills, ensure you have the necessary environment variables and dependencies installed. Run the following setup command for the primary collection tool:
# Initialize the Feishu auto-collector
python3 ${CLAUDE_SKILL_DIR}/tools/feishu_auto_collector.py --setup
# Or initialize for DingTalk
python3 ${CLAUDE_SKILL_DIR}/tools/dingtalk_auto_collector.py --setup
You will also need to configure your Feishu App ID and Secret if you plan to use automated private chat collection.
Colleague Skill Creator Data Schema & Taxonomy
The skill organizes distilled colleague data into a structured directory under ./colleagues/{slug}/:
| File | Description |
|---|---|
SKILL.md |
The primary entry point for the AI agent, containing PART A (Work) and PART B (Persona). |
work.md |
Detailed technical standards, responsible systems, and workflow preferences. |
persona.md |
The 5-layer behavioral and communication framework of the colleague. |
meta.json |
Metadata including versioning, timestamps, and imported knowledge sources. |
knowledge/ |
A subdirectory containing raw extracted text from messages, docs, and emails. |
Colleague Skill Creator Advanced Features
- Evolution Mode: Incrementally update an existing colleague skill by appending new documents or chat logs.
- Conversation Correction: Real-time tuning where saying "he wouldn't do that" triggers an update to the persona rules.
- Multi-Source Integration: Simultaneously process data from Feishu, DingTalk, and .eml email archives.
- Version Rollback: Revert a colleague's persona to a previous state using the built-in version manager.
SKILL.md
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