Example Safe Skill【免费下载链接】deer-flowAn open-source long-horizon SuperAgent harness that researches, codes, and creates. With the help of sandboxes, memories, tools, skill, subagents and message gateway, it handles different levels of tasks that could take minutes to hours.项目地址: https://gitcode.com/GitHub_Trending/de/deer-flowUse this skill only when the user provides one troubleshooting note and asks for clarity feedback.Confirm the note is present.Identify unclear steps, missing prerequisites, and unverifiable claims.Return concise rewrite suggestions.Do not edit files. Do not fetch external URLs. Stop after reporting recommendations.正文只有 5 行但按 [评分细则](https://link.gitcode.com/i/6b69044915c19dc297463f06e82188d2) 的指令可执行性Instruction Executability维度逐项对照恰好构成一个完整闭环 1. **触发条件When to Use**only when the user provides one troubleshooting note and asks for clarity feedback —— 限定输入形态一份排障笔记与意图要求清晰度反馈且用 only 收窄边界避免与相邻技能抢路由。 2. **有序动作Ordered Actions**三步编号列表每步可独立执行、可验证——先确认输入存在再识别三类具体缺陷不清晰的步骤、缺失的前置条件、不可验证的断言最后产出简洁的改写建议。 3. **安全与停止边界Stop Conditions / Operational Constraints**末段三句禁令——不编辑文件、不抓取外部 URL、报告建议后立即停止。这直接满足 [审查清单](https://link.gitcode.com/i/592c96d0398874e826208f943ef08a87) 中明确副作用技能在必要时告诉 agent 不要做什么两条检查项同时给输出契约Output Contract维度的 pass 提供了依据读者能明确知道流程何时完成、结果是什么形态。 对照失败样例可以更清楚看到这份最小契约缺任何一条会发生什么 - [needs-revision 夹具](https://link.gitcode.com/i/33c9ea0f42fd082e6fdfac1698e8f0af) 的 description 只有 Helps with anything正文只有 Do the task. Use your judgment.——缺少触发时机、动作序列与停止条件因此期望结果是 revise且必须报出 semantic.trigger 与 semantic.instructions 两类问题 - [blocked 夹具](https://link.gitcode.com/i/69afb785c1959df7aa75be1c3146b143) 的 frontmatter 缺失必填的 description 字段触发确定性结构缺陷 structure.missing-description直接 blocked。 ## 三、为什么它会被判定为 publish_candidate审查管线全景 publish-candidate 的期望结果不是拍脑袋定的而是由 [skill-reviewer](https://link.gitcode.com/i/c3c2325a5e9c6658477f8d8ad1d6823d) 定义的两段式审查管线推导出来的。 ### 3.1 确定性事实优先 管线第一步是调用 review_skill_package 工具获取确定性事实。[工具实现](https://link.gitcode.com/i/90afec69cf689cd4ecee0da4242845b1) 的核心调用链为 python snapshot _snapshot_for_target(target, runtimeruntime, inline_contentinline_content) facts analyze_skill_package(snapshot, profileprofile) artifacts _semantic_artifacts(snapshot, include_contentinclude_content) static_report build_static_report(facts, scopescope)【免费下载链接】deer-flowAn open-source long-horizon SuperAgent harness that researches, codes, and creates. With the help of sandboxes, memories, tools, skill, subagents and message gateway, it handles different levels of tasks that could take minutes to hours.项目地址: https://gitcode.com/GitHub_Trending/de/deer-flow创作声明：本文部分内容由AI辅助生成（AIGC），仅供参考