스킬 repro-first-debugging

📦

repro-first-debugging

Name: repro-first-debugging
Author: agentkitco

v1.0 콘텐츠 리비전 r1 안전 ⚙️ 외부 명령어

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.

지원: Claude Codex Code(CC)

🥉 78 브론즈

Maintain this Skill? Claim it 🥉 78 브론즈

내 에이전트로 설치

이 요청을 에이전트에 복사하세요. 공식 Skill 페이지와 매니페스트가 포함되어 있습니다.

에이전트 요청

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.

에이전트는 계속해서 계획을 표시하고 보안 정책에서 요구하는 확인을 요청해야 합니다.

에이전트가 읽기 쉬운 리소스

AI 에이전트, 크롤러, 스크립트가 전체 페이지 대신 정리된 컨텍스트만 필요할 때 이 링크를 사용하세요.

Markdown 상세 GET /skills/agentkitco-repro-first-debugging.md 서명된 manifest GET /api/skills/agentkitco-repro-first-debugging/manifest 서명된 lockfile GET /api/skills/agentkitco-repro-first-debugging/lockfile

테스트해 보기

"repro-first-debugging" 사용 중입니다. Illustrative request: an empty search returns an error instead of an empty result list.

예상 결과:

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" 사용 중입니다. Illustrative request: investigate an intermittent export crash that does not occur in the available environment.

예상 결과:

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.

보안 감사

안전

v2 • 2026. 10. 22. 버전별 보고서 열기

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.

스캔된 파일

분석된 줄 수

검토 항목

오탐 무시됨

위험 요인

⚙️ 외부 명령어 (3)

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

가장 최근에 완료된 정적·의미론적 감사에서 확인된 보안 발견 사항이 감지되지 않았습니다. 이는 스킬에 부작용이 없음을 증명하지 않습니다.

감사자: codex 감사 이력 보기 →

이 보고서 공유 및 인용

버전이 지정된 평가 보고서, 중립 배지, 임베드 카드 및 인용을 공유하세요. Skillstore는 근거를 보고하지만 이 Skill의 안전 여부를 판단하지 않습니다.

버전별 보고서 열기

보고서 링크 복사

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

Markdown 배지

[![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 배지

<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>

임베드 카드

<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>

학술 인용 (APA · BibTeX · CFF)

APA 인용

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 인용

@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 점수

이 점수의 이유 증거 신뢰도: 중간

아키텍처

유지보수성

콘텐츠

커뮤니티

사양 준수

만들 수 있는 것

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.

이 프롬프트를 사용해 보세요

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.

모범 사례

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.

피하기

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.

자주 묻는 질문

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.

개발자 세부 정보

작성자

agentkitco

라이선스

MIT

작성자 버전

v1.0

Skillstore 리비전

버전 안내

작성자가 선언한 버전은 유효한 SemVer가 아닙니다.

리포지토리

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

참조

18efac79a818d7e997295839638fdd21906cfd1c

유지보수 최신성

2026. 10. 22.

사용량

6 다운로드 · 0 조회

파일 구조

프로덕션 오류를 더 빠르게 진단

작성자 sickn33

로그, 트레이스, 릴리스가 흩어져 있으면 프로덕션 오류 디버깅이 느려집니다. 이 스킬은 Claude, Codex, Claude Code가 구조화된 근본 원인 분석과 옵저버빌리티 개선을 수행하도록 안내합니다.

코딩 및 개발 보기

repro-first-debugging

내 에이전트로 설치

에이전트가 읽기 쉬운 리소스

테스트해 보기

보안 감사

위험 요인

보고서 링크 복사

Markdown 배지

HTML 배지

임베드 카드

APA 인용

BibTeX 인용

CITATION.cff

Skillstore 점수

만들 수 있는 것

Repair a failing test

Reduce a bug report

Investigate a recurring defect

이 프롬프트를 사용해 보세요

모범 사례

피하기

자주 묻는 질문

개발자 세부 정보

agentkitco의 다른 스킬

session-handoff

security-quick-review

review-my-diff

safe-refactor

prove-it-ran

dependency-upgrade

관련 스킬

gauntlet

debugging

systematic-debugging

debugger

bug-diagnose-and-root-cause-and-fix

error-debugging-error-analysis