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.
Copia esta solicitud en tu Agente. Incluye la página canónica del Skill y el manifiesto.
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.Tu Agente debe seguir mostrando su plan y solicitar cualquier confirmación exigida por la política de seguridad.
Usa estos enlaces cuando un agente de IA, crawler o script necesite contexto limpio en vez de leer la página completa.
Usando "repro-first-debugging". Illustrative request: an empty search returns an error instead of an empty result list.
Resultado esperado:
Usando "repro-first-debugging". Illustrative request: investigate an intermittent export crash that does not occur in the available environment.
Resultado esperado:
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.
Comparte el informe de evaluación versionado, la insignia neutral, la tarjeta insertable y las citas. Skillstore presenta evidencias sin decidir si este Skill es seguro.
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.
Autor
agentkitcoLicencia
MIT
Versión del autor
v1.0
Revisión de Skillstore
r1
Aviso de versión
La versión declarada por el autor no es un SemVer válido.
Ref.
18efac79a818d7e997295839638fdd21906cfd1c
Actualidad del mantenimiento
22/10/2026
Uso
6 descargas · 0 vistas
Estructura de archivos
📄 SKILL.md
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