systematic-debug

systematic-debug is a Root-cause investigation skill for AI agents, published by xoai in the sage repository on GitHub. Skillspace rates systematic-debug D (66/100) and it passed the safety scan; the rating is based on static analysis only.

Four-phase debugging framework that finds root causes before attempting fixes. Use when investigating errors, debugging failures, fixing bugs, analyzing test failures, diagnosing unexpected behavior, examining stack traces, or when the user says "it's broken", "this doesn't work", or "why is this failing".

Grade
D
Quality
66 / 100
Safety
Passed
GitHub stars
23

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.

Our review

Architecture
84 / 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

  • 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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