Atlas / Skills / hoangnguyen0403 / Common Debugging

Common DebuggingSAFE

skills/hoangnguyen0403/common-debugging

A collection of Agent Skills Standard and Best Practice for Programming Languages, Frameworks that help our AI Agent follow best practies on frameworks and programming laguages

Verdict
SAFE
Grade
B
Trust score
89 /100
Version
—
Hosts
—
License
MIT
Stars
575
01

Overview

A collection of Agent Skills Standard and Best Practice for Programming Languages, Frameworks that help our AI Agent follow best practies on frameworks and programming laguages

Read from source at commit 6f5be687a268OBSERVED · 2026-10-14
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02

What it tells the agent

The instruction file, verbatim from the audited commit — this is the text the model reads, and the surface the audit's instruction layer examines. Quoted here so you can judge it without cloning anything.

---
name: common-debugging
description: Troubleshoot systematically using the Scientific Method. Use when debugging crashes, tracing errors, diagnosing unexpected behavior, or investigating exceptions.
metadata:
  triggers:
    keywords:
    - debug
    - fix bug
    - crash
    - error
    - exception
    - troubleshooting
---
# Debugging Expert

## **Priority: P1 (HIGH)**

## Root-Cause Protocol

1. **OBSERVE**: Gather error, logs, repro steps, recent diffs.
2. **REPRODUCE**: Make the failure happen on demand or gather more evidence.
3. **HYPOTHESIZE**: State one hypothesis in plain language.
4. **EXPERIMENT**: Change one variable to prove or kill the theory.
5. **FIX**: Touch code only after root cause proven.
6. **VERIFY**: Re-run the failing case and regression checks.

## Red Flags

- **Stop if you are changing code before repro**: You are guessing.
- **Stop if fix #2 starts before understanding fix #1**: Re-open root cause.
- **Stop if "quick patch for now" appears**: Symptom masking starts there.

## Rationalization Prevention

- **"The bug is obvious"**: Obvious bugs still need evidence.
- **"I already tried a few things"**: That means you need structure.
- **"It only fails in prod"**: Gather prod evidence, do not invent local myths.
- **Minimal repro first**: A minimal reproduction beats more random fixes.

## Anti-Patterns

- **No shotgun debugging**: Prove root cause before changing code.
- **No debug prints in production**: Remove all print/console.log before commit.
- **No symptom masking**: Fix root cause; never swallow errors without handling.

## References

- [Bug Report Template](references/bug-report-template.md)

## Incident pressure checklist

- For production incidents, reproduce with a production-like replay and state one hypothesis before changing code; stop symptom patches until the root cause is proven.

## Canonical response anchors

When this skill applies, preserve the following domain terminology or equivalent concrete examples in the answer when relevant:
- hypothesis
- one hypothesis
- stop

- Additional task-grounded exact anchors: minimal
03

Trust audit

SAFEgrade B · trust 89/100 Nothing in the source contradicts what it says it does. Grade A is reserved for packages that have also passed the behavioural sandbox.

LayerWhat it checksResult
L0Provenance & inventoryPASS
L1Static analysis of the codeNA
L2Instruction surface (what it tells the agent)PASS
L3Class-specific surfacePASS
L4Behavioural (sandbox)SKIPPED

What the source does

Filesystem
none-observed
Network
none-observed
Shell
none-observed
Dependencies
pinned
Secrets in source
none-found

Findings (0)

No findings outside the package's declared scope.

Gates applied: no_behavioural_pass.

Audited 2026-10-14 · audit v0.4.1 · source sha 6f5be687a268full audit observations/trust-audit/skill/hoangnguyen0403__common-debugging.json · Report an issue / request a re-scan
04

Audit history

Every audit this skill has had.

DateSourceVerdictGradeScoreChange
2026-10-146f5be687a268SAFEB89first audit
05

Questions

What does the Common Debugging skill do?

A collection of Agent Skills Standard and Best Practice for Programming Languages, Frameworks that help our AI Agent follow best practies on frameworks and programming laguages

Is Common Debugging safe to install?

The audit found nothing in the source that contradicts what it says it does, and graded it B (89/100). Grade A is held back for packages that have also passed a sandboxed behavioural run, which is why a clean skill reads B.

What can Common Debugging access on my machine?

The audit observed no filesystem, network or shell use at all in its source.

How current is this page?

The grade is for one exact copy of the source (6f5be687a268), read on 2026-10-14. The repository is watched, and a new audit runs when it changes — this is the first audit.

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