Larkin0302

Larkin0302 / group-daily

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群日报 · 杂志风群对话故事化日报 Claude Code Skill。微信群一天对话 → HTML + PNG 长图，带头像、时间线、高光人物、可抄作业 SOP。

16
3
75% credibility
Found May 22, 2026 at 16 stars -- GitGems finds repos before they trend. Get early access to the next one.
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AI Analysis
Python
AI Summary

This tool transforms a WeChat group chat into a magazine-style narrative summary — like a music year-in-review or Spotify Wrapped, but for your group conversations. You tell an AI assistant to make one, it reads your chat history from your Mac, identifies the interesting conversations and key people, writes a compelling story, and produces a beautiful shareable image on your desktop. All processing happens locally on your computer, nothing is uploaded anywhere, and voice messages are transcribed using AI running on your own machine.

How It Works

1
👋 You hear about this from a friend

A friend mentions they made a beautiful magazine-style summary of their WeChat group chat. It looks like a shareable story, not a boring transcript.

2
🖥️ You run a simple install on your Mac

One script sets everything up on your Mac and checks that all the pieces are ready to go.

3
💬 You open Claude and say: 'Make a group daily for my coding friends'

You ask your AI assistant to turn your group chat into a beautiful story. Everything else happens automatically.

4
🔍 Your chat history is read and voice notes are transcribed

The tool reads through your conversations, and any voice messages are converted to text using AI on your own computer.

5
✍️ An AI reads everything and writes a narrative story

Instead of a dry list of messages, your AI assistant identifies the interesting moments, the people who spoke up, and weaves it into a magazine-style narrative.

6
🎨 Your group photo and member names are added

The tool finds group members from your chat, adds their profile photos, and organizes everyone by their role in the story.

🖼️ A beautiful shareable image appears on your desktop

You get a long magazine-style image with a compelling story about your group — ready to screenshot and share with others.

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AI-Generated Review

What is group-daily?

Group-daily transforms your WeChat group conversations into shareable, magazine-style "story reports" that look like a cross between Spotify Wrapped and a newspaper feature. Built as a Claude Code Skill in Python, it reads your local WeChat data from the macOS desktop client, analyzes the day's conversations, and generates a polished HTML page with a PNG screenshot you can post anywhere. The output highlights key moments, features real avatars, and includes quotable exchanges styled with serif fonts and warm tones. Voice messages get transcribed automatically, and the tool learns your group's personality over time.

Why is it gaining traction?

Most group chat tools just dump transcripts into bullet-point summaries. This one takes the opposite approach: it treats conversations as stories worth telling. The design philosophy borrows from Spotify Wrapped and Stripe's annual letters, prioritizing shareability over comprehensiveness. The eight-step workflow runs entirely locally, which addresses privacy concerns that naturally arise when dealing with chat data. For Claude Code users, the natural language interface means you just say "make a daily report for the AI developers group" and get an image out.

Who should use this?

Community managers who want to surface highlights from Discord or WeChat communities. Developers running active group chats who want a way to archive and share the week's best moments. Content creators building audience engagement through "behind the conversations" content. Note that this currently requires macOS, a decrypted WeChat database, and either the vchat CLI or MCP server integration.

Verdict

This is a creative niche tool with a clear vision and thoughtful execution. The 0.75% credibility score and 16 stars reflect early-stage development, but the documentation is thorough and the install script handles environment checks well. If you meet the macOS + WeChat decryption prerequisites and want shareable group summaries, it's worth a try. Just know you're adopting something pre-v1 with a narrow platform scope.

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