bug-detective

bug-detective is a Root-cause investigation skill for AI agents, published by Galaxy-Dawn in the claude-scholar repository on GitHub. Skillspace rates bug-detective F (15/100) and the safety scan rated it unsafe; the rating is based on static analysis only.

This skill should be used when the user asks to "debug this", "fix this error", "investigate this bug", "troubleshoot this issue", "find the problem", "something is broken", "this isn't working", "why is this failing", or reports errors/exceptions/bugs. Provides systematic debugging workflow and common error patterns.

Grade
F
Quality
15 / 100
Safety
Unsafe
GitHub stars
5,451

Unproven: rated by static analysis only, not yet compared head-to-head.

This rating describes the version of the repository we crawled; it may have changed since.

Our review

Architecture
96 / 100
Maturity
Basic: a single SKILL.md
Security scan
Critical-risk patterns
License
Not declared. Check the repository before reusing it.

What the scanner flagged

  • destructive rm -rf on home/root

Not checked yet

  • Category is a classifier prediction; no model has read this skill yet
  • Not judged on the rubric yet (not a contender in its category)
  • No blind task eval yet
  • Scope (portable / vendor / repo-internal) not assessed; only the top of each category is read for scope
  • Sibling files (scripts, references) not fetched; security scan covers SKILL.md only

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