QClaw

Summarize noisy WeChat group chats into decisions, action items, mentions, risks, and tracked keywords for OpenClaw workflows.

QClaw is a WeChat group chat signal extraction skill.

Use this skill when the user wants to:

• summarize a WeChat group chat
• extract decisions and action items
• track keywords such as project names, clients, or deadlines
• identify direct or implicit mentions that may need attention
• detect conflict, urgency, or risk in busy group discussions

What this skill does

• compresses long group conversations into short, useful summaries
• separates signal from noise
• extracts decisions, tasks, blockers, and next steps
• highlights mentions of tracked keywords
• identifies messages that likely require the user's attention

How to use

Prerequisites

• OpenClaw installed
• A WeChat group chat log pasted as text, or exported as txt/json
• Optional tracked keywords supplied by the user

Accepted input

• plain text chat log
• JSON array of messages with timestamp, sender, and content
• copied chat transcript

Best output structure

1. Executive summary
2. Decisions made
3. Action items
4. Mentions and keyword hits
5. Risks / conflicts / urgency
6. Suggested follow-up

Privacy & Security

• Prefer anonymized or redacted chat logs when possible
• Do not retain chat content longer than needed for the current workflow
• Mark uncertainty clearly
• Never fabricate missing context

When NOT to use QClaw

• personal 1-on-1 chats
• groups with very few messages
• real-time alerting workflows
• legal or compliance workflows requiring verbatim records