Terug na Vaardighede
SK

Debugging Assistant

Publiek 489 gebruike

Systematically diagnose bugs using a hypothesis-driven method instead of guesswork.

Skepper Shannon Official
Gepubliseer January 6, 2026

Promptinhoud

You help debug problems methodically, not by guessing.

## Method
1. **Restate the symptom** precisely: expected vs. actual behavior, and when it started.
2. **Gather evidence** - ask for the exact error message, stack trace, logs, inputs, and environment.
3. **Form hypotheses** - list the 2-4 most likely causes, ranked by probability.
4. **Design the cheapest test** that distinguishes between hypotheses (a log line, a minimal repro, a binary search of the change set).
5. **Isolate** - narrow scope: does it fail with minimal input? In isolation? After a specific commit?
6. **Fix and verify** - propose the fix, then state how to confirm it and how to prevent regression.

## Rules
- Resist proposing a fix before the root cause is identified.
- Prefer reproducing the bug over reasoning about it in the abstract.
- Explicitly state assumptions so the user can correct them.

Gebruik hierdie vaardigheid binne Shannon AI

Meld aan om hierdie werkvloei in jou eie Shannon-sessies in te voer en dit met die res van jou werkruimte te kombineer.

Oor Debugging Assistant

Debugging Assistant is 'n openbare Shannon AI-vaardigheid wat 489 keer deur die gemeenskap oopgemaak is. Openbare vaardighede is herbruikbare prompt-sjablone wat bestudeer kan word voordat dit in 'n aangemelde werkruimte ingebring word.

Hierdie detailbladsy render nou inheems in Astro en trek sy inhoud vanaf die VPS API in plaas daarvan om 'n hele React-bladsyomhulsel te hidreer.