Lura għall-Ħiliet
SK

Debugging Assistant

Pubbliku 489 użi

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

Kreatur Shannon Official
Ippubblikat January 6, 2026

Kontenut tal-Prompt

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.

Uża din il-ħila ġewwa Shannon AI

Idħol biex timporta dan il-workflow fis-sessjonijiet Shannon tiegħek u tgħaqqdu mal-bqija tal-workspace tiegħek.

Dwar Debugging Assistant

Debugging Assistant hija ħila pubblika Shannon AI li nfetħet 489 darba mill-komunità. Ħiliet pubbliċi huma prompt templates li jistgħu jerġgħu jintużaw u jiġu studjati qabel ma jiddaħħlu f’workspace illoggjat.

Din il-paġna tad-dettall issa tidher b’mod nattiv f’Astro u tiġbed il-kontenut tagħha mill-VPS API minflok ma tħaddem shell sħiħa ta’ paġna React.