welink

Name: welink Review
Item: welink
Rating: 2.3
Author: Aaron Matthews

Skill Infrastructure Poor

Works inClaude Code

Poor Scanned — metadata only

Extracts actionable insights from WeChat chat histories locally without cloud dependencies.

A local AI platform for analyzing your own WeChat chat history. Import your chat data and ask questions in plain language: relationship timelines, most-active group members, sentiment trends, word clouds, and friend or group profiles. Includes an 'AI avatar' mode that mimics a contact's chat style. All data stays on your machine; runs as a macOS/Windows desktop app or via Docker.

Identify top collaborators and communication bottlenecks in group chats
Track sentiment shifts across team conversations over time
Generate word clouds to spot focus areas and terminology drift

241 starsAGPL-3.0 (check with legal)FreeQuick setup

Below standard — Significant caveats apply. Not recommended without careful review of the security and evaluation sections.

Why it matters

Extracts actionable insights from WeChat chat histories locally without cloud dependencies. Enables sentiment analysis, relationship mapping, and communication pattern discovery for teams operating in Chinese enterprises.

Best for

Individuals who want to analyze their own WeChat history locally — relationship patterns, group dynamics, and memories — without any data leaving their machine.

Works in

Claude Code Claude Cowork Claude Chat

Source

https://github.com/runzhliu/welink

By runzhliu

How to Get It

Option 1: Claude Desktop App (Code Mode)Click the + button next to the prompt box → Plugins → Add plugin. Search and click Install. Skills work in Claude Code only.

Option 2: Paste into Claude CodeCopy the command below and paste it into your conversation. Claude will install it.

Command

Download the WeLink desktop app for macOS (12+) or Windows (10 1903+) from the repo's GitHub Releases, or run via Docker Compose (web UI at localhost:3418). Not installable as a Claude Code skill.

Tip: Paste this into a Claude Code conversation. Verify command matches your Claude Code version.

First thing to try

After installing, paste this into Claude:

Help me identify top collaborators and communication bottlenecks in group chats

CostFree

Trust Signals Auto-scanned

Stars241Contributors2Last updated2026-08-03LicenseAGPL-3.0 (check with legal)Known CVEsNone foundSources: GitHub Advisory Database + OSV.dev · Scanned 2026-08-13 · scanner vattempted-no-data

Community Pulse New

No community discussions found yet. This doesn't mean the tool isn't good — it may be new or serve a niche use case.

Reviewer notes

Auto-scanned review. These are observations, not a security certification.

Scored from trust signals (evidence-eval-v1): 167 GitHub stars; contributors unknown; last commit 1d ago; license AGPL-3.0.

Things to check

Scanned, not hands-on tested — this entry was auto-scanned from public metadata (GitHub metrics, license, security flags). No reviewer has run it, and no tool-specific limitations have been documented yet.
License (AGPL-3.0) may restrict commercial use. Check with your legal team.

How to evaluate tools before deploying →

Data shown here comes from public APIs and automated scanning. Reviewer notes reflect one person's experience. This is not a security certification or legal recommendation. Always evaluate tools according to your own organization's policies.

Evaluation Scores

Evaluation

Ease of Use

1/5

Versatility

3/5

Reliability

3/5

Security

3/5

Overall score2.30 / 5.00 PoorEvaluatedJun 2026

Scored from trust signals (evidence-eval-v1): 167 GitHub stars; contributors unknown; last commit 1d ago; license AGPL-3.0.

← Back to the Claude Observatory