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bug-clustering

Community

Turn raw XPost data into organized bug clusters.

Software Engineering#classification#deduplication#triage#clustering#pii-redaction#bug-clustering#xpost
Authorjeremylongshore
Version1.0.0
Installs0

System Documentation

What problem does it solve?

Automatically converts raw XPost data into structured bug candidates, enabling scalable triage and faster resolution across large issue streams.

Core Features & Use Cases

  • Deduplicate similar posts to identify canonical bug reports while preserving all posts
  • Classify candidates with confidence scores and rationale for reliable routing
  • Redact PII and sensitive tokens to protect user privacy before review
  • Score reliability and assign reporter categories to improve auditability
  • Cluster candidates into families and persist results with audit trails for governance
  • Persist and update clusters and their associations in the database for ongoing triage

Quick Start

Run the bug clustering skill to process a sample stream of XPost data and generate clustered bug candidates for triage.

Dependency Matrix

Required Modules

None required

Components

Standard package

💻 Claude Code Installation

Recommended: Let Claude install automatically. Simply copy and paste the text below to Claude Code.

Please help me install this Skill:
Name: bug-clustering
Download link: https://github.com/jeremylongshore/x-bug-triage-plugin/archive/main.zip#bug-clustering

Please download this .zip file, extract it, and install it in the .claude/skills/ directory.
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