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.
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.
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 "pr-description" from https://skillstore.io/skills/agentkitco-pr-description.md and its manifest at https://skillstore.io/api/skills/agentkitco-pr-description/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“pr-description”。 The diff prevents duplicate form submissions. The user reports passing form tests and links issue 42.
预期结果:
正在使用“pr-description”。 The diff adds an optional CSV export column. No tests were run, and the motivation is missing.
预期结果:
All five static findings are false positives involving Markdown formatting, legitimate Git inspection, or screenshot guidance. No evidence found of prompt injection, credential theft, or unauthorized publishing. The skill explicitly requires user permission before creating a pull request.
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-pr-description/audits/1?utm_source=security_passport&utm_medium=share&utm_campaign=versioned_report[](https://skillstore.io/skills/agentkitco-pr-description?utm_source=security_passport_badge)<a href="https://skillstore.io/skills/agentkitco-pr-description?utm_source=security_passport_badge"><img src="https://skillstore.io/badges/skills/agentkitco-pr-description/security.svg" alt="Skillstore security assessment" loading="lazy"></a><iframe src="https://skillstore.io/embed/skills/agentkitco-pr-description.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). pr-description security audit report (audit version 1) [Author version 1.0]. Skillstore. https://skillstore.io/skills/agentkitco-pr-description/audits/1@techreport{agentkitco-agentkitco-pr-description-2026,
author = {agentkitco},
title = {pr-description security audit report (audit version 1)},
institution = {Skillstore},
year = {2026},
number = {1},
url = {https://skillstore.io/skills/agentkitco-pr-description/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: "pr-description 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-pr-description/audits/1"
identifiers:
- type: other
value: "skillstore:agentkitco-pr-description:audit:1"
description: "Skillstore immutable audit report identifier"
每位作者的技能都保持为独立的可安装项。推荐变体按 Skillstore 证据排序。
为什么此变体排名第一
Turn branch changes into a concise description covering behavior, motivation, testing, and review priorities.
Describe migrations, configuration changes, compatibility concerns, and rollback considerations supported by the diff.
Adapt a draft to the repository template and remove unsupported claims before requesting review.
Write a pull request title and description for this branch. Inspect the diff and clearly state any missing testing evidence.
Compare this branch with [base branch] and draft the description using our repository template. Ask me about any missing motivation.
Check this PR draft against the commits and diff: [draft]. Remove unsupported claims and highlight review priorities. Include only verified testing details.
Draft a PR description against [base branch], emphasizing migrations, configuration, compatibility, and rollback. Distinguish verified details from missing information. Do not publish it.
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.
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.
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.
使用结构化质量检查审查代码
由 alirezarezvani
代码审查可能会漏掉质量、安全性和可维护性问题。此技能通过脚本、检查清单和报告生成来指导结构化审查。
更快审查 GitHub 拉取请求
由 Bind
代码审查协调通常需要反复执行 GitHub CLI 检查并发表评论。此技能记录了用于分诊、指南查找和行内反馈的 PR 审查辅助工具。
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.
掌握高级 Git 工作流
由 AutumnsGrove
复杂的 Git 历史可能很难修复,且容易丢失工作成果。此技能为 rebase、冲突、bisect、恢复和分支管理提供引导式工作流。
Audit NestJS Code with Evidence-Backed Findings
由 amirtaherkhani
NestJS repositories can hide boundary flaws and runtime risks that lint results alone cannot reveal. This skill combines local evidence collection and semantic review into one prioritized report.
管理编码智能体工作流
由 kiwi-phantomworks
当任务、范围和检查含糊不清时,编码智能体项目可能会偏离方向。此技能提供 PM 模板和审查规则,使 Claude、Codex 和 Claude Code 的工作保持有边界且可验证。