What platforms does this skill support?

The extract-profiles skill currently supports automated data extraction and profile building for both Discord and Telegram servers.

Does it re-process the same messages every time?

No, the skill features incremental processing that tracks the last processed message per channel, ensuring only new content is analyzed in subsequent runs.

How does it identify user expertise?

It uses heuristic classification to detect code snippets, helpful replies, and domain-specific keywords within message history to assign expertise observations.

Can I see changes before they are saved?

Yes, by using the --dry-run flag, you can preview exactly what observations would be extracted and assigned to members without modifying your local storage.

Community Member Profile Extractor

Name: Community Member Profile Extractor
Author: lycfyi

bylycfyi

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협업 도구

Builds detailed member profiles by automatically analyzing Discord and Telegram message history and behavior.

This skill enables Claude to synthesize raw community data into actionable member profiles by classifying messages into categories like expertise, issue reporting, and feedback. It uses heuristic classification to identify active participants, their specific domain knowledge, and common pain points without manual data entry. Whether you're onboarding new community managers or analyzing user sentiment, this tool provides a structured view of community dynamics through incremental updates and detailed observation logs.

주요 기능

01Support for both Discord and Telegram community platforms

02Incremental data processing to skip previously analyzed messages

03Heuristic message classification for questions, expertise, and feedback

043 GitHub stars

05Automated observation generation for member activity and topics

06Dry-run capability to preview extraction results before saving

사용 사례

01Building a searchable expertise directory from community chat history

02Summarizing member behavior and common issues after syncing a server

03Identifying power users and subject matter experts for community outreach

What are Skills?·How to Install

Install with 🐟 Skill.Fish

npx skillfish add lycfyi/community-agent-plugin extract-profiles

For use in Claude.ai and ChatGPT

Download Skill