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Systematic 6-phase debugging protocol. Structured approach to bugs with quick checks, isolated testing, 20-minute rule, and bug report template.
Passed 16 of 22 test cases with the skill, and 12 of 22 without it.
and 3 more in the full report
4 fixed12 passed either way6 still failing0 broke
Tokens, turns and time describe resource use, not a dollar price.
One of 4 test cases the skill fixed. Same model, same prompt, with and without the skill.
I want to verify that a modified script `app/main.py` is free of Python syntax errors from the command line without executing its top-level code or running third-party linters like ruff or flake8. What native Python CLI module should I invoke?
| Checked | Without skill | With skill |
|---|---|---|
| The response specifies running `python -m py_compile app/main.py`. | Missed | Passed |
The instructions your model reads when the skill loads.
Strukturiertes Vorgehen bei Bugs — von der Symptom-Analyse bis zur Verifikation. Verhindert planloses Herumprobieren und stellt sicher, dass Fixes nachhaltig sind.
| Phase | Name | Ziel | Max. Zeit |
|---|---|---|---|
| 1 | Schnell-Checks | Offensichtliche Ursachen ausschliessen | 2 min |
| 2 | Diagnose | Ursache lokalisieren | 10 min |
| 3 | Isolierter Test | Bug reproduzierbar machen | 5 min |
| 4 | Fix | Minimale Korrektur | 10 min |
| 5 | Verifikation | Fix pruefen + Seiteneffekte | 5 min |
| 6 | Dokumentation | Wissen sichern | 2 min |
20-Minuten-Regel: Wenn nach 20 Minuten kein Fortschritt → Ansatz wechseln oder Hilfe holen.
Bevor du tief einsteigst — pruefe die haeufigsten Ursachen:
__pycache__ loeschen, Neustarttest cases passed, vs 12 / 22 without
More skills from the same source and nearby in the registry, with their headline benchmark lift.