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.
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.
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 "session-handoff" from https://skillstore.io/skills/agentkitco-session-handoff.md and its manifest at https://skillstore.io/api/skills/agentkitco-session-handoff/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“session-handoff”。 Prepare a handoff after completing an initial implementation without running tests.
预期结果:
正在使用“session-handoff”。 Prepare a handoff when a task cannot continue without a product decision.
预期结果:
All five static findings are false positives: Markdown formatting, routine repository inspection, and instructions to distinguish verified facts from assumptions. No evidence found of prompt injection, credential collection, or data exfiltration in SKILL.md. The workflow writes a local handoff and may run project tests or builds, which require normal repository trust.
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-session-handoff/audits/1?utm_source=security_passport&utm_medium=share&utm_campaign=versioned_report[](https://skillstore.io/skills/agentkitco-session-handoff?utm_source=security_passport_badge)<a href="https://skillstore.io/skills/agentkitco-session-handoff?utm_source=security_passport_badge"><img src="https://skillstore.io/badges/skills/agentkitco-session-handoff/security.svg" alt="Skillstore security assessment" loading="lazy"></a><iframe src="https://skillstore.io/embed/skills/agentkitco-session-handoff.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). session-handoff security audit report (audit version 1) [Author version 1.0]. Skillstore. https://skillstore.io/skills/agentkitco-session-handoff/audits/1@techreport{agentkitco-agentkitco-session-handoff-2026,
author = {agentkitco},
title = {session-handoff security audit report (audit version 1)},
institution = {Skillstore},
year = {2026},
number = {1},
url = {https://skillstore.io/skills/agentkitco-session-handoff/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: "session-handoff 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-session-handoff/audits/1"
identifiers:
- type: other
value: "skillstore:agentkitco-session-handoff: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
Record completed work, unfinished files, test results, and the next concrete action before ending a session.
Give another agent a shared document containing repository state, decisions, and ordered actions without relying on earlier conversation history.
Separate verified failures from assumptions and list questions that require a human decision.
Write HANDOFF.md for this session with the goal, verified progress, and next steps. Do not commit it.
Check Git status, branch, and recent commits. Run available quick checks and write HANDOFF.md, separating verified results from untested claims.
Prepare HANDOFF.md for another agent. Include decisions, rejected alternatives, unfinished files, ordered next steps, traps, and open questions. Keep it under about 80 lines.
Create a handoff for this blocked investigation. Include exact failing commands and errors, verified facts, unverified hypotheses, and human decisions needed. Exclude secrets.
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.
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.
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.
使用结构化文档规划软件项目
由 Dwsy
当需求、设计选择和任务不清晰时,软件项目往往会失败。此技能可将项目想法转化为适用于 Claude、Codex 和 Claude Code 工作流的结构化规划文档。
生成双语 GitHub 发布 README
由 ZhanlinCui
当团队需要英文和中文 README 时,发布文档编写会很慢。此技能可根据仓库元数据和引导式配置生成结构化双语 README。
可视化服务架构
由 AstraBit-CPT
当元数据分散在多个仓库中时,分布式服务很难理解。此技能会聚合目录元数据,并为架构评审创建图表、表格和摘要。
创建面向人类阅读的 AI 文档
由 Brownbull
详细的 AI 上下文文件通常太长,不便于人类快速审阅。此技能会将它们转换为摘要、快速入门和 Mermaid 可视化指南。
创建有效的 AI 技能
由 notedit
团队需要可重复的指导来构建有用的 AI 技能,同时避免添加不必要的上下文。此技能提供了一个结构化流程,用于规划、编写、验证和打包技能。
创建 FlowGram 组件文档
由 bytedance
FlowGram 物料组件需要一致的文档、可运行的 Story 示例、API 表格以及双语审查步骤。此技能为 Claude、Codex 和 Claude Code 提供了一个结构化工作流,用于生成这些资产。