autoresearch:debug

autoresearch:debug is a Root-cause investigation skill for AI agents, published by wjgoarxiv in the autoresearch-skill repository on GitHub. Skillspace rates autoresearch:debug D (62/100) and it passed the safety scan; the rating is based on static analysis only.

Scientific bug hunting using falsifiable hypotheses. Forms hypotheses, designs falsifying tests, eliminates candidates systematically, and logs the full investigation trail in a structured debug/ folder. TRIGGER when: user has a bug to investigate scientifically; user wants systematic root-cause analysis; user says "debug", "investigate", "root cause", "why is this failing"; user invokes /autoresearch:debug. DO NOT TRIGGER when: user wants to optimize a metric (use /autoresearch); user wants to fix a known error automatically (use /autoresearch:fix); user just wants a quick one-line answer about what a function does.

Grade
D
Quality
62 / 100
Safety
Passed
GitHub stars
24

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, so go by its current files.

View source on GitHubwjgoarxiv/autoresearch-skill

Our review

Architecture
78 / 100
Maturity
Structured: ships references or scripts
Security scan
No issues found
License
MIT
Adoption
Adopted by 0 other repositories, in 0 collections

Not checked 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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