Fähigkeiten repro-first-debugging

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repro-first-debugging

Name: repro-first-debugging
Author: agentkitco

v1.0 Inhaltsrevision r1 Sicher ⚙️ Externe Befehle

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.

Unterstützt: Claude Codex Code(CC)

🥉 78 Bronze

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Mit meinem Agent installieren

Kopieren Sie diese Anfrage in Ihren Agent. Sie enthält die maßgebliche Skill-Seite und das Manifest.

Agent-Anfrage

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.

Ihr Agent sollte weiterhin seinen Plan anzeigen und alle von der Sicherheitsrichtlinie verlangten Bestätigungen anfordern.

Agent-lesbare Ressourcen

Verwenden Sie diese Links, wenn ein KI-Agent, Crawler oder Skript sauberen Kontext benötigt, statt die vollständige Seite zu lesen.

Markdown-Detailseite GET /skills/agentkitco-repro-first-debugging.md Signiertes manifest GET /api/skills/agentkitco-repro-first-debugging/manifest Signiertes lockfile GET /api/skills/agentkitco-repro-first-debugging/lockfile

Testen

„repro-first-debugging“ wird verwendet. Illustrative request: an empty search returns an error instead of an empty result list.

Erwartetes Ergebnis:

Failure: empty searches should return an empty list, but the regression test reports an exception.
Reproduction: the focused empty-search test fails consistently.
Root cause: result processing assumes at least one entry exists.
Evidence: the empty-input case fails while the single-result case passes.
Fix: handle empty results before reading the first entry.
Verification: the original failing test and nearby search tests pass after the change.
Related risks: a similar assumption was found elsewhere and reported without edits.

„repro-first-debugging“ wird verwendet. Illustrative request: investigate an intermittent export crash that does not occur in the available environment.

Erwartetes Ergebnis:

Failure: an export sometimes crashes instead of completing.
Reproduction: repeated attempts with the supplied input did not trigger the reported crash.
Fix: no code changes made because reproduction did not succeed.
Next evidence needed: exact error output, triggering input, and environment details from a failing run.

Sicherheitsaudit

Sicher

v2 • 22.10.2026 Versionsbericht öffnen

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.

Gescannte Dateien

Analysierte Zeilen

Prüfelemente

Falschmeldungen ignoriert

Risikofaktoren

⚙️ Externe Befehle (3)

SKILL.md:20 SKILL.md:23 SKILL.md:27-35

Das letzte abgeschlossene statische und semantische Audit erkannte keine bestätigten Sicherheitsbefunde. Dies beweist nicht, dass der Skill keine Nebenwirkungen hat.

Geprüft von: codex Audit-Verlauf anzeigen →

Diesen Bericht teilen & zitieren

Teile den versionierten Bewertungsbericht, das neutrale Badge, die Einbettungskarte und Zitate. Skillstore berichtet Nachweise, ohne zu entscheiden, ob dieser Skill sicher ist.

Versionsbericht öffnen

Berichtslink kopieren

https://skillstore.io/skills/agentkitco-repro-first-debugging/audits/2?utm_source=security_passport&utm_medium=share&utm_campaign=versioned_report

Markdown-Badge

[![Skillstore security assessment](https://skillstore.io/badges/skills/agentkitco-repro-first-debugging/security.svg)](https://skillstore.io/skills/agentkitco-repro-first-debugging?utm_source=security_passport_badge)

HTML-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>

Einbettungskarte

<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>

Wissenschaftliche Zitate (APA · BibTeX · CFF)

APA-Zitat

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

BibTeX-Zitat

@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}
}

CITATION.cff

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"

Skillstore-Score

Warum dieser Score Evidenzvertrauen: Mittel

Architektur

Wartbarkeit

Inhalt

Gemeinschaft

Spezifikationskonformität

Was Sie erstellen können

Repair a failing test

Reproduce a regression, compare possible causes, and verify a focused fix against the original test and nearby tests.

Reduce a bug report

Turn a complex failure into a minimal input or automated regression test with clear expected and actual behavior.

Investigate a recurring defect

Trace evidence through code and recent changes, then report similar patterns without expanding the patch scope.

Diese Prompts ausprobieren

Clarify a failure

Use repro-first-debugging for this bug: [symptom]. Expected behavior: [expected]. Actual behavior: [actual]. Ask for missing reproduction details before editing.

Fix a reproducible test failure

Use repro-first-debugging on [failing test command]. Capture the failure, list plausible causes, make the smallest supported fix, and show verification.

Minimize a complex reproduction

Investigate [failure] using [steps or input]. Reduce the reproduction, add a regression test, compare three hypotheses, and remove temporary diagnostics after verification.

Investigate a historical regression

Investigate the regression between [known good revision] and [failing revision] in an isolated checkout. Reproduce first, test hypotheses, and report evidence and related risks.

Bewährte Praktiken

Provide exact failure output, reproduction steps, and expected behavior before requesting a fix.
Preserve a minimal failing test and record evidence for each hypothesis.
Use an isolated checkout for history investigations and report before-and-after test commands with their results.

Vermeiden

Requesting speculative edits before reproducing the reported failure.
Deleting or weakening tests to produce a passing result.
Expanding the patch to unrelated code or claiming success without verification.

Häufig gestellte Fragen

What does this skill provide?

It provides a structured debugging workflow and report format. It does not include an executable debugger.

Which assistants can use it?

The listing supports Claude, Codex, and Claude Code. Running tests still requires suitable tools and project access.

What happens when the failure cannot be reproduced?

The assistant should stop and report attempted reproductions. The skill permits a blind fix only when the user explicitly requests one.

What happens after three hypotheses fail?

The assistant should stop and report established facts and missing evidence.

Does it require a particular programming language?

No specific language is required. The workflow uses the project test framework and available debugging tools.

How should a completed fix be verified?

Show a command that failed before and passes afterward. Run nearby tests and the full suite when it is fast.

Entwicklerdetails

Autor

agentkitco

Lizenz

MIT

Autorenversion

v1.0

Skillstore-Revision

Versionshinweis

Die vom Autor angegebene Version ist kein gültiges SemVer.

Repository

https://github.com/agentkitco/agentkit-dev-skills/tree/a5058856442fcb89bd538b1c01f94558488bfac3/skills/repro-first-debugging

Ref.

18efac79a818d7e997295839638fdd21906cfd1c

Aktualität der Wartung

22.10.2026

Nutzung

6 Downloads · 0 Aufrufe

Dateistruktur

📄 SKILL.md