debug

debug is a Root-cause investigation skill for AI agents, published by mattmireles in the kokoro-coreml repository on GitHub. Skillspace rates debug F (54/100) and it passed the safety scan; the rating is based on static analysis only.

Systematic debugging for kokoro-coreml: consult README/ (guides and learnings) and CLAUDE.md first, pull current library docs via Context7 MCP when coremltools/PyTorch/API behavior is uncertain, parallelize investigation with multiple subagents when stuck, prove fixes before calling success, then capture one consolidated note in README/Notes via **write-notes** as the **final** step before ending the session. For extreme cases, delegate a multi-agent audit via the Claude Code CLI. Use when the user invokes **debug**, **use debug**, asks to debug or fix a tricky bug, or work is blocked by unclear failure modes after quick local checks.

Grade
F
Quality
54 / 100
Safety
Passed
GitHub stars
54

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
75 / 100
Maturity
Basic: a single SKILL.md
Security scan
No issues found
License
Apache-2.0
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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