菜单
Use when you need to verify the local LangGraph + Codex CLI MVP leaves trace artifacts for every workflow node, or when you want a simple calculus smoke test that runs the full plan-execute-review loop and checks the trace files.
默认使用会先检查来源的 Prompt；你也可以切换为直接命令，或下载本地副本。
决定是否安装前，请先阅读 SKILL.md，以及 SkillsMP 当前展示的配套文件。
用 Codex 或 Claude 帮你安装 复制这段 Prompt，粘贴到 Codex、Claude 或其他助手里，让它检查 Skill 页面并帮你完成安装。
直接命令不会经过审查 Prompt；运行前请先检查来源。
npx skills add https://github.com/ShouxinZhang/agent-system-coding --skill workflow-trace-calculus命令会保持在同一行。复制前请横向滚动并检查完整内容。
想先保存到本地？可下载 SkillsMP 当前能够提供的文件。
当你需要按用户 prompt 片段从本机 Codex CLI JSONL 会话里定位最近一次相关会话，并导出为可读的 user/assistant Markdown 对话稿时使用。
使用 draw.io CLI 绘制项目架构依赖图，支持中英文标签，导出 SVG/PNG/PDF 预览，并将图片插入 Markdown 文档。
管理和读取工作区目录文档。使用该技能可了解文件/目录用途、读取 agent 专用备注，或在创建/修改文件后更新文档。
基于 SOC 职业分类
正在显示 SKILL.md
| name | workflow-trace-calculus |
| description | Use when you need to verify the local LangGraph + Codex CLI MVP leaves trace artifacts for every workflow node, or when you want a simple calculus smoke test that runs the full plan-execute-review loop and checks the trace files. |
Use this skill to validate two things at once:
Use this skill when:
plan, dispatch, execute, review, update, and finalize all left tracesRun:
.venv/bin/python .agents/skills/workflow-trace-calculus/scripts/run_smoke.py
The smoke test should produce:
runtime/calculus-smoke/demo-repo/docs/derivative-answer.mdruntime/calculus-smoke/demo-repo/docs/integral-answer.mdruntime/calculus-smoke/demo-repo/docs/final-summary.mdruntime/calculus-smoke/plan.jsonruntime/calculus-smoke/tasks/*.dispatch.jsonruntime/calculus-smoke/tasks/*.result.jsonruntime/calculus-smoke/tasks/*.review.jsonruntime/calculus-smoke/traces/events.jsonlruntime/calculus-smoke/traces/*.start.jsonruntime/calculus-smoke/traces/*.end.jsonruntime/calculus-smoke/summary.jsonTreat the smoke test as passed only if:
summary.json has final_status = "done"runtime/calculus-smoke/demo-repo/docs/derivative-answer.md existsruntime/calculus-smoke/demo-repo/docs/integral-answer.md existsruntime/calculus-smoke/demo-repo/docs/final-summary.md exists12212 和 2events.jsonl contains all six nodes:
plan, dispatch, execute_task, dispatch_reviews, review_task, update, finalizeIf the run fails:
runtime/calculus-smoke/traces/*.error.jsonruntime/calculus-smoke/traces/events.jsonl*.result.json and *.review.json