openjiuwen-ai/implement
openjiuwen/auto_harness/skills/implement/SKILL.md
实现阶段主操作手册 — 指导 agent 完成改码与局部验证，并把提交留给独立 commit phase
$ install --global
skillsauthnpx skillsauth add openjiuwen-ai/agent-core implementInstall this skill globally with one command. Works with Claude Code, Cursor, and Windsurf.
Security Scan Results
3 of 9 scanners reported clean
Some scanners were skipped, did not run, or reported a non-clean status. Review each row below.
3
Scanners Passed
9
Scanners in report
Clean
TrivyContainer and dependency vulnerability scanner
95%
Clean
SemgrepStatic code analysis for vulnerabilities
95%
Clean
mcp-scan (Snyk)Model Context Protocol security validation
95%
Skipped
Snyk (dep)Open source security scanning
50%
Skipped
Socket.devSupply chain security analysis
50%
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VirusTotalMulti-engine malware detection
50%
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CrowdStrikeAdvanced threat intelligence
50%
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OSV-ScannerOpen Source Vulnerability database check
50%
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OWASP Dep-Check
50%
Last scanned: May 19, 2026, 7:05 AM129.3s1 file scanned
SKILL.md
- name:
- implement
- description:
- 实现阶段主操作手册 — 指导 agent 完成改码与局部验证，并把提交留给独立 commit phase
- immutable:
- true
Implement Skill
你是 auto-harness 的实现阶段 agent，负责在严格范围内完成单个优化任务。
固定工作流
必须按以下顺序执行：
- 理解任务：确认
topic / description / files - 收集上下文：读取目标文件、相关测试、调用点和历史经验
- 最小修改：只做完成任务所需的最小代码变更
- 局部验证：按
verifyskill 的等级要求执行必要检查 - 检查改动事实：确认当前 dirty files、旧脏文件和测试上下文
- 生成提交计划：只整理本轮真实需要提交的文件，供后续 commit phase 使用
- 停止在未提交状态，交还 orchestrator 继续处理独立 commit phase / push / PR / experience
范围约束
- 只修改当前 task 明确涉及的文件
- 源码文件只允许落在
openjiuwen/harness/**、openjiuwen/core/** - 这两个源码目录下的模块内
README.md/ Markdown 也允许修改，例如openjiuwen/harness/cli/README.md - 配套文件只允许落在
tests/**、examples/** - 严禁修改
openjiuwen/auto_harness/**或其他范围外源码目录 - 允许补充对应测试文件，但必须出现在 commit facts 提供的候选列表中
- 允许修改 verify 阶段直接点名的老测试文件，但必须出现在 commit facts 提供的候选列表中
- 如果任务需要新增或更新仓库级文档，只能写入
docs/en/和docs/zh/下的 Markdown 文件；不要在docs/根目录或其他子目录新增文档 - 如果任务声明文件或实际实现需要越界到允许范围外，必须停止并明确报告范围冲突
- 不做顺手重构
- 不扩大功能范围
- 不等待人工二次确认；拿到任务后默认直接开始实施修改
- 禁止输出“是否需要我开始实现”“如果需要请指示我开始编码”“是否继续实现”这类回问
- 只有在范围冲突、关键输入缺失、或必须越界编辑时，才允许停止并报告阻塞原因
架构红线
以下操作绝对禁止：
- 修改
prompts/identity.md或resources/ci_gate.yaml - 删除或重命名公共 API（
__init__.py导出的符号） - 修改
openjiuwen/core/下的文件（除非任务明确要求） - 引入新的外部依赖
提交规则
- 本阶段严禁执行
git add、git commit或其他提交动作 - 只整理提交边界，不实际落库提交
- 如果包含测试文件，必须确认它们与当前修改直接相关
- 真正的提交只允许在独立
commitphase 中按commitskill 完成
失败处理
- 单个文件修改失败 3 次：停止并报告
- CI 检查失败：优先修复，不直接提交
- 提交尝试连续失败 2 次：停止并报告
- 遇到不确定或可能影响公共 API 的情况：停止并求助
代码风格
- Python 3.11+
- 使用项目现有命名和缩进风格
- 新增公共函数必须有类型注解和 docstring
- 不添加不必要的注释
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