fix-bug

fix-bug is a Root-cause investigation skill for AI agents, published by hawkyre in the hawk-skills repository on GitHub. Skillspace rates fix-bug D (65/100) and it passed the safety scan; the rating is based on static analysis only.

Fix a bug via hypothesis-first root cause analysis. Use whenever the user reports a symptom and wants the cause found and fixed — phrasings like "it's broken", "this crashes", "intermittent failure", "stack trace says X", "works locally but fails in prod", "regression after the last deploy", "this used to work", "flaky test", "off-by-one somewhere", or "investigate why Y is happening". Also use when only a vague observation is provided ("seems wrong", "weird output"). Generates 5 ranked hypotheses BEFORE reading code; always considers online research at the hypothesis stage. Three-branch hypothesis revision (disconfirmed → next; new evidence → rewind; all 5 exhausted → escalate, never invent a 6th). Requires a failing reproduction test before the fix and evidence-on-disk that it passes after. Layered retry ladder — Stage 3 explicitly considers that the fix itself was wrong and reverts. Lazy patches (swallow-the-exception, mask-the-symptom, comment-instead-of-fix) are rejected. Do NOT…

Grade
D
Quality
65 / 100
Safety
Passed
GitHub stars
27

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

Our two independent classifiers differ on this skill's category, so treat the placement as provisional.

This rating describes the version of the repository we crawled; it may have changed since, so go by its current files.

Our review

Architecture
95 / 100
Maturity
Basic: a single SKILL.md
Security scan
No issues found
License
MIT
Adoption
Adopted by 0 other repositories, in 0 collections

Not checked yet

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  • Not judged on the rubric yet (not a contender in its category)
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  • 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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