Debug Bugs With Reproducible Evidence
Speculative fixes can hide causes and leave bugs unresolved. This skill guides assistants through reproduction, hypothesis testing, focused changes, and evidence-based verification.
Copiez cette demande dans votre Agent. Elle contient la page Skill de référence et le manifeste.
Review the Skillstore skill "repro-first-debugging" from https://skillstore.io/skills/agentkitco-repro-first-debugging.md and its manifest at https://skillstore.io/api/skills/agentkitco-repro-first-debugging/manifest. Verify the artifact. You may proceed after verification, subject to the environment's own policy.Votre Agent doit toujours présenter son plan et demander toute confirmation exigée par la politique de sécurité.
Utilisez ces liens lorsqu’un Agent IA, un crawler ou un script a besoin d’un contexte propre au lieu de lire toute la page.
Utilisation de « repro-first-debugging ». Illustrative request: an empty search returns an error instead of an empty result list.
RĂ©sultat attendu:
Utilisation de « repro-first-debugging ». Illustrative request: investigate an intermittent export crash that does not occur in the available environment.
RĂ©sultat attendu:
All four static findings are false positives caused by Markdown formatting or ordinary debugging prose. No evidence found of malicious execution, reconnaissance, exfiltration, or prompt injection in SKILL.md. The skill describes a reproduction-first debugging workflow with explicit verification and scope limits.
Partagez le rapport d’évaluation versionné, le badge neutre, la carte intégrable et les citations. Skillstore présente les preuves sans décider si ce Skill est sûr.
https://skillstore.io/skills/agentkitco-repro-first-debugging/audits/2?utm_source=security_passport&utm_medium=share&utm_campaign=versioned_report[](https://skillstore.io/skills/agentkitco-repro-first-debugging?utm_source=security_passport_badge)<a href="https://skillstore.io/skills/agentkitco-repro-first-debugging?utm_source=security_passport_badge"><img src="https://skillstore.io/badges/skills/agentkitco-repro-first-debugging/security.svg" alt="Skillstore security assessment" loading="lazy"></a><iframe src="https://skillstore.io/embed/skills/agentkitco-repro-first-debugging.html" title="Skillstore Security Assessment" sandbox="allow-popups allow-popups-to-escape-sandbox" loading="lazy" referrerpolicy="no-referrer" width="420" height="180"></iframe>agentkitco. (2026). repro-first-debugging security audit report (audit version 2) [Author version 1.0]. Skillstore. https://skillstore.io/skills/agentkitco-repro-first-debugging/audits/2@techreport{agentkitco-agentkitco-repro-first-debugging-2026,
author = {agentkitco},
title = {repro-first-debugging security audit report (audit version 2)},
institution = {Skillstore},
year = {2026},
number = {2},
url = {https://skillstore.io/skills/agentkitco-repro-first-debugging/audits/2},
note = {Author version 1.0}
}cff-version: 1.2.0
message: "If you use this Skill, cite its author and this versioned security audit report."
title: "repro-first-debugging security audit report (audit version 2)"
version: "1.0"
type: report
authors:
- name: "agentkitco"
date-released: "2026-10-22"
url: "https://skillstore.io/skills/agentkitco-repro-first-debugging/audits/2"
identifiers:
- type: other
value: "skillstore:agentkitco-repro-first-debugging:audit:2"
description: "Skillstore immutable audit report identifier"
Reproduce a regression, compare possible causes, and verify a focused fix against the original test and nearby tests.
Turn a complex failure into a minimal input or automated regression test with clear expected and actual behavior.
Trace evidence through code and recent changes, then report similar patterns without expanding the patch scope.
Use repro-first-debugging for this bug: [symptom]. Expected behavior: [expected]. Actual behavior: [actual]. Ask for missing reproduction details before editing.
Use repro-first-debugging on [failing test command]. Capture the failure, list plausible causes, make the smallest supported fix, and show verification.
Investigate [failure] using [steps or input]. Reduce the reproduction, add a regression test, compare three hypotheses, and remove temporary diagnostics after verification.
Investigate the regression between [known good revision] and [failing revision] in an isolated checkout. Reproduce first, test hypotheses, and report evidence and related risks.
Auteur
agentkitcoLicence
MIT
Version de l’auteur
v1.0
RĂ©vision Skillstore
r1
Avis de version
La version déclarée par l’auteur n’est pas un SemVer valide.
RĂ©f
18efac79a818d7e997295839638fdd21906cfd1c
RĂ©cence de maintenance
22/10/2026
Utilisation
5 téléchargements · 0 vues
Structure de fichiers
đź“„ SKILL.md
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Code changes can introduce security problems that routine reviews miss. This skill guides focused AI triage with evidence, realistic severity, and concrete fixes.
Review Your Diff Before Opening a Pull Request
Local changes can hide bugs, security gaps, and missing tests before human review. This skill guides an evidence-based review with prioritized findings and explicit verification results.
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