Individual skill
bug-clustering
Normalize supplied X post objects, redact common sensitive strings, score heuristic signals, deduplicate similar text, and persist deterministic bug clusters with the repository's Bun libraries. Use when developing or testing the local clustering stage. Trigger with "cluster these supplied bug posts".
plugins/mcp/x-bug-triage/skills/bug-clustering/SKILL.md
Source commit 0500b275e963c027f6b410e8c49c0446945c574e
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- Last checked
- Nov 12, 2026
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- Repository stars (not skill ratings)
- 2,916
- Repository last updated
- Nov 12, 2026
- License
- MIT
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- ai Repository topic
- automation Repository topic
- claude-code Repository topic
- devops Repository topic
- mcp Repository topic
- ai-agents Repository topic
- anthropic Repository topic
- claude-code-plugins Repository topic
- developer-tools Repository topic
- llm Repository topic
- triage Declared skill tag
- clustering Declared skill tag
- redaction Declared skill tag
- heuristics Declared skill tag
- sqlite Declared skill tag
- testing Derived category
- data Derived category
- data-databases Derived category
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SKILL.mdcore · 5,020 bytesSKILL.mdcore · 5,020 bytesreferences/runtime-contract.mddoc · 1,419 bytes
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# Bug Clustering
Exercise the repository's real normalization and clustering libraries on data the operator supplies.
This skill does not fetch X posts, infer truth, or provide a packaged end-to-end runner.
## Overview
`parseCandidate()` performs regex-based extraction, classification, redaction, and scoring.
`deduplicateCandidates()` groups similar text with trigram and token-Jaccard similarity.
`clusterCandidates()` writes cluster and cluster-post rows to SQLite. Read
[the runtime contract](references/runtime-contract.md) before treating any score as evidence.
## Prerequisites
