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weflow-group-summarizer

Summarize WeChat group conversations via the WeFlow API.

Updated Aug 23, 2026
Search Tags:#automation#messaging#summarization#wechat#group chat#weflow
One-click install
npx skills add https://github.com/liusining/sining-ai-skills --skill weflow-group-summarizer
Or copy as Structured Prompt for Agent▼
Please help me install this Agent Skill.
Skill: weflow-group-summarizer
Source: https://github.com/liusining/sining-ai-skills/tree/main/weflow-group-summarizer
Command: npx skills add https://github.com/liusining/sining-ai-skills --skill weflow-group-summarizer

SYSTEM DOCUMENTATION & REQUIREMENTS

💡 This Skill requires pyyaml, openpyxl, and includes scripts (resource) and references (resource) and assets (resource) components.

What problem does it solve?

This Skill automates the process of monitoring WeChat group chats, extracting messages, and generating concise summaries, saving you from having to manually read through lengthy conversations.

Core Features & Use Cases

  • Real-time Monitoring: Continuously checks specified WeChat groups for new messages.
  • Automated Summarization: Generates summaries based on user-defined prompts and focuses on key discussions or specific members' contributions.
  • Cross-Platform Support: Includes a proxy for accessing WeFlow API from different machines (e.g., Windows VM).
  • Use Case: Automatically get daily summaries of important discussions from your work WeChat group, highlighting action items and key decisions.

Quick Start

Use the weflow-group-summarizer skill to set up monitoring for the group 'Project Alpha' with the summary prompt 'Summarize key technical decisions'.

Frequently Asked Questions about weflow-group-summarizer

High-intent search queries and answers about installing and using this skill.

FAQPage Schema
How do I automate WeChat group chat summarization for daily work discussions?▼

This Skill automates WeChat group chat summarization by monitoring specified groups, fetching new messages via the WeFlow API, and generating concise summaries based on custom prompts to highlight key decisions and action items.

Can I focus the group chat summary on specific members' contributions?▼

Yes, the group chat summary can focus on specific members' contributions. The Skill supports generating summaries based on user-defined prompts, allowing you to target particular participants or key technical discussions.

Do I need a specific environment to access the WeFlow API for messaging automation?▼

Accessing the WeFlow API requires Python 3 with pyyaml and openpyxl dependencies. For cross-machine setups like a Windows VM, the Skill includes a Go-based proxy to facilitate the messaging automation connection.

What is the best way to extract action items from lengthy WeChat conversations?▼

The best way to extract action items from lengthy WeChat conversations is to configure this Skill with a summary prompt like 'Summarize key technical decisions,' which automatically processes fetched messages to output concise highlights.

Does WeFlow messaging automation work across different operating systems?▼

WeFlow messaging automation works across different operating systems by utilizing a Go-based proxy. This proxy enables cross-machine API access, allowing you to run the summarization process from environments like a Windows VM.

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