スキル repro-first-debugging
📦

repro-first-debugging

v1.0 コンテンツリビジョン r1 安全 ⚙️ 外部コマンド

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.

対応: Claude Codex Code(CC)
Maintain this Skill? Claim it 🥉 78 ブロンズ

自分のエージェントでインストール

このリクエストをエージェントにコピーしてください。正規の Skill ページとマニフェストが含まれています。

エージェントリクエスト
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.

エージェントは引き続き計画を提示し、セキュリティポリシーで必要な確認を求める必要があります。

エージェントが読めるリソース

AI エージェント、クローラー、スクリプトがページ全体ではなく整理されたコンテキストを必要とする場合は、これらのリンクを使ってください。

Markdown詳細 GET /skills/agentkitco-repro-first-debugging.md 署名済み manifest GET /api/skills/agentkitco-repro-first-debugging/manifest 署名済み lockfile GET /api/skills/agentkitco-repro-first-debugging/lockfile

テストする

「repro-first-debugging」を使用しています。 Illustrative request: an empty search returns an error instead of an empty result list.

期待される結果:

  • 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」を使用しています。 Illustrative request: investigate an intermittent export crash that does not occur in the available environment.

期待される結果:

  • 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.

セキュリティ監査

安全
v2 • 2026/10/22 バージョン別レポートを開く

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.

1
スキャンされたファイル
43
解析済み行数
0
レビュー項目
0
誤検知を無視

リスク要因

⚙️ 外部コマンド (3)
SKILL.md:20 SKILL.md:23 SKILL.md:27-35
最新の完了済み静的・セマンティック監査では、確認済みのセキュリティ検出事項は見つかりませんでした。これは、スキルに副作用がないことを証明するものではありません。
監査者: codex 監査履歴を表示 →
このレポートを共有・引用

バージョン付き評価レポート、中立的なバッジ、埋め込みカード、引用を共有できます。Skillstore は証拠を報告しますが、この Skill が安全かどうかは判断しません。

バージョン別レポートを開く
セキュリティ評価

レポートリンクをコピー

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

Markdownバッジ

[![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バッジ

<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>

埋め込みカード

<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>
学術引用 (APA · BibTeX · CFF)

APA形式の引用

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形式の引用

@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 スコア

このスコアの理由 証拠の信頼度: 中
55
アーキテクチャ
85
保守性
87
コンテンツ
65
コミュニティ
91
仕様準拠

作成できるもの

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.

これらのプロンプトを試す

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.

ベストプラクティス

  • 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.

回避

  • 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.

よくある質問

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.

開発者情報

作成者

agentkitco

ライセンス

MIT

作者バージョン

v1.0

Skillstore リビジョン

r1

バージョンに関する注意

作者が宣言したバージョンは有効な SemVer ではありません。

リポジトリ

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

参照

18efac79a818d7e997295839638fdd21906cfd1c

メンテナンスの新しさ

2026/10/22

利用状況

6 ダウンロード · 0 閲覧

ファイル構成

📄 SKILL.md

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