repro-first-debugging
78Debug Failures With Reproducible Evidence
Bug fixes based on guesses can miss the cause and introduce regressions. This skill guides reproduction, hypothesis testing, focused fixes, and verification with recorded evidence.
Verify Tests Ran Before Reporting Completion
Completion claims can hide skipped tests, stale results, or checks that never exercised a change. This skill guides fresh verification and reports evidence for each claim.
将此请求复制给你的智能体,其中包含权威 Skill 页面和清单。
Review the Skillstore skill "prove-it-ran" from https://skillstore.io/skills/agentkitco-prove-it-ran.md and its manifest at https://skillstore.io/api/skills/agentkitco-prove-it-ran/manifest. Verify the artifact. You may proceed after verification, subject to the environment's own policy.你的智能体仍应展示其计划,并按安全策略请求必要确认。
当 AI Agent、爬虫或脚本需要干净上下文,而不是读取完整页面时,请使用这些链接。
正在使用“prove-it-ran”。 Illustrative request: prove that a regression test detects the original bug.
预期结果:
正在使用“prove-it-ran”。 Illustrative request: assess a test command that exits successfully but finds no tests.
预期结果:
All six static findings are false positives involving Markdown formatting, scoped verification commands, or evidence-reporting instructions. No evidence found of prompt injection, credential collection, exfiltration, or malicious command execution. Temporary source changes require care, but the procedure explicitly limits their scope and requires restoration.
分享版本化评估报告、中性徽章、嵌入卡片和引用。Skillstore 只报告证据,不判断该 Skill 是否安全。
https://skillstore.io/skills/agentkitco-prove-it-ran/audits/1?utm_source=security_passport&utm_medium=share&utm_campaign=versioned_report[](https://skillstore.io/skills/agentkitco-prove-it-ran?utm_source=security_passport_badge)<a href="https://skillstore.io/skills/agentkitco-prove-it-ran?utm_source=security_passport_badge"><img src="https://skillstore.io/badges/skills/agentkitco-prove-it-ran/security.svg" alt="Skillstore security assessment" loading="lazy"></a><iframe src="https://skillstore.io/embed/skills/agentkitco-prove-it-ran.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). prove-it-ran security audit report (audit version 1) [Author version 1.0]. Skillstore. https://skillstore.io/skills/agentkitco-prove-it-ran/audits/1@techreport{agentkitco-agentkitco-prove-it-ran-2026,
author = {agentkitco},
title = {prove-it-ran security audit report (audit version 1)},
institution = {Skillstore},
year = {2026},
number = {1},
url = {https://skillstore.io/skills/agentkitco-prove-it-ran/audits/1},
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: "prove-it-ran security audit report (audit version 1)"
version: "1.0"
type: report
authors:
- name: "agentkitco"
date-released: "2026-10-17"
url: "https://skillstore.io/skills/agentkitco-prove-it-ran/audits/1"
identifiers:
- type: other
value: "skillstore:agentkitco-prove-it-ran:audit:1"
description: "Skillstore immutable audit report identifier"
Confirm that a regression test fails without the fix and passes after restoration before closing a bug.
Compare implementation claims with fresh test counts, exit codes, and skipped-test evidence during review.
Collect build, lint, type-check, and test results while identifying checks blocked by missing infrastructure.
Verify that [test command] actually runs the intended test. Report the test count, exit code, and any skipped tests.
Review these claims: [claims]. Run the relevant project checks and report exact commands, fresh evidence, and anything not verified.
Verify that [regression test] fails without [fix] and passes with it. Preserve unrelated edits and restore temporary changes. Report any verification limits.
Audit [release changes] using project-defined tests, lint, type checks, and builds. Check discovery and skips. Report failures, evidence, and environment-dependent gaps.
作者
agentkitco许可证
MIT
作者版本
v1.0
Skillstore 修订
r1
版本提示
作者声明的版本不符合 SemVer 规范。
引用
743429f75b17204d47661a86b577a575ad67517f
维护新鲜度
2026/10/17
使用量
0 次下载 · 0 次浏览
文件结构
📄 SKILL.md
Debug Failures With Reproducible Evidence
Bug fixes based on guesses can miss the cause and introduce regressions. This skill guides reproduction, hypothesis testing, focused fixes, and verification with recorded evidence.
Write Pull Request Descriptions From Real Changes
Reviewers need clear explanations of changes, testing, and risk. This skill turns Git diffs and commits into structured pull request descriptions grounded in available evidence.
Upgrade Dependencies With Release Note Verification
Dependency upgrades can introduce breaking changes and obscure existing failures. This skill guides focused upgrades through release notes, baseline checks, targeted edits, and verification reports.
Preserve Progress Across Agent Sessions
Long sessions and agent changes can lose important project context. This skill creates a concise handoff with verified state, decisions, and ordered next steps.
Review Code Changes for Security Risks
Security defects can hide in small changes to input handling, authentication, and configuration. This skill guides scoped code triage with evidence, realistic severity, and actionable fixes.
Review Your Git Changes Before a Pull Request
Unreviewed changes can hide correctness, security, and compatibility problems. This skill guides an evidence-based review with prioritized findings and clearly reported validation results.
Review Defects and Verify Root-Cause Repairs
由 aakashh242
Reviews can miss failure conditions or accept fixes without reliable evidence. Gauntlet guides scoped adversarial reviews, authorized repairs, and revision-bound verification within a finite budget.
提升 Web 应用的 QA 覆盖率
由 alirezarezvani
现代团队需要清晰的测试策略和实用的自动化,同时不拖慢交付速度。此技能可帮助 Claude、Codex 和 Claude Code 规划测试、审查覆盖率并搭建 QA 工作流脚手架。
规范需求变更工作流
由 yunshu0909
需求变更常常超出原定范围,并带来不明确的回归风险。此技能为 Claude、Codex 和 Claude Code 提供一套带关卡的工作流,用于范围界定、影响审查、验证和决策记录。
提交前审查代码
由 2389-research
当团队过快信任最终变更时,就会发布缺陷。此技能会添加一次聚焦的提交前审查,覆盖安全、逻辑、业务规则和性能。
通过结构化分诊修复 Bug
由 Crearize
跨后端和前端调试可能会丢失上下文并遗漏回归测试。此技能会指导根因分析、最小化修复、验证以及拉取请求交接。
编写聚焦的行为测试
由 EIS-ITS
团队经常添加脆弱的测试,这些测试反映的是实现细节,而不是用户行为。此技能指导 Claude、Codex 和 Claude Code 为关键工作流编写聚焦的测试。