Home › Rated skills › systematic-debugging
B
Usable — but review before you trust it
Safety grade
B
74/100 · gate: review
Token cost
2,465
1.2× median
Efficacy
—
Not yet measured
What it claims to do
Use when encountering any bug, test failure, or unexpected behavior, before proposing fixes
What we found · 3
- Trigger is too broadmediumWords like "any" make it fire everywhere and fight other skills for the same task — the #1 cause of conflicts.
- Bloated: high token costmedium~2,465 tokens on every single call. Compress instructions and trim examples.
- Embedded shell script blockmediumShips runnable command-line scripts. Not necessarily bad, but must be sandboxed and reviewed.
Conflicts with · 6
| webapp-testing | shadow | test, behavior |
| skill-creator | shadow | test |
| xlsx | shadow | fix |
| brainstorming | shadow | behavior |
| finishing-a-development-branch | shadow | test |
| verification-before-completion | shadow | fix |
If you have both installed, they compete for the same triggers — the top cause of an agent picking the wrong skill.
Have you installed systematic-debugging? Scan everything you run.
One command grades every skill in your Claude Code / Codex — safety, token bloat, and conflicts, 100% locally.
npx skillmoo scan
Grade computed 2026-07-13 · rubric static-v1. Efficacy shown only when measured on a labeled model + task suite — never invented.
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Does this rating match your experience with systematic-debugging?
Anonymous & aggregate. We watch these as a trend and re-check flagged skills — a single click never moves a grade on its own.
Independent static analysis by SkillMOO — the Consumer Reports for agent skills. Safety, token, and conflict grades are computed, not opinions. Efficacy is only ever claimed when measured. We rate & link to the source; we do not rehost skill content.