Навыки repro-first-debugging

📦

repro-first-debugging

Name: repro-first-debugging
Author: agentkitco

v1.0 Ревизия содержимого r1 Безопасно ⚙️ Внешние команды

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.

Поддерживает: Claude Codex Code(CC)

🥉 78 Бронза

Maintain this Skill? Claim it 🥉 78 Бронза

Установить с помощью моего Агента

Скопируйте этот запрос в своего Агента. Он содержит каноническую страницу Skill и манифест.

Запрос агента

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.

Ваш Агент по-прежнему должен показать план и запросить все подтверждения, требуемые политикой безопасности.

Ресурсы для AI-агентов

Используйте эти ссылки, когда AI-агенту, crawler или script нужен чистый контекст вместо полной страницы.

Markdown-детали GET /skills/agentkitco-repro-first-debugging.md Подписанный manifest GET /api/skills/agentkitco-repro-first-debugging/manifest Подписанный lockfile GET /api/skills/agentkitco-repro-first-debugging/lockfile

Протестировать

Использование «repro-first-debugging». Illustrative request: an empty search returns an error instead of an empty result list.

Ожидаемый результат:

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.

Использование «repro-first-debugging». Illustrative request: investigate an intermittent export crash that does not occur in the available environment.

Ожидаемый результат:

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.

Аудит безопасности

Безопасно

v2 • 22.10.2026 Открыть версионный отчет

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.

Просканировано файлов

Проанализировано строк

Пункты проверки

Ложные срабатывания проигнорированы

Факторы риска

⚙️ Внешние команды (3)

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

Последний завершенный статический и семантический аудит не обнаружил подтвержденных проблем безопасности. Это не доказывает отсутствие побочных эффектов у навыка.

Аудитор:: codex Посмотреть историю аудитов →

Поделиться и цитировать этот отчет

Делитесь версионным отчетом об оценке, нейтральным значком, встраиваемой карточкой и цитатами. Skillstore публикует доказательства, не решая, безопасен ли этот Skill.

Открыть версионный отчет

Копировать ссылку на отчёт

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

Значок Markdown

[![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)

Значок HTML

<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>

Встраиваемая карточка

<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>

Академические ссылки (APA · BibTeX · CFF)

Цитата APA

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

Цитата BibTeX

@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"

Оценка Skillstore

Почему такая оценка Достоверность доказательств: Средний

Архитектура

Сопровождаемость

Контент

Сообщество

Соответствие спецификации

Что вы можете построить

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.

Попробуйте эти промпты

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.

Лучшие практики

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.

Избегать

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.

Часто задаваемые вопросы

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.

Сведения для разработчиков

Автор

agentkitco

Лицензия

MIT

Версия автора

v1.0

Ревизия Skillstore

Примечание о версии

Заявленная автором версия не соответствует SemVer.

Репозиторий

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

Ссылка

18efac79a818d7e997295839638fdd21906cfd1c

Актуальность поддержки

22.10.2026

Использование

6 загрузок · 0 просмотров

Структура файлов

📄 SKILL.md