Task Decomposition
SkillFiles & storageUse this skill at Step 4 of the v2 SOP to decompose an OpenSpec change's tasks.md into atomic, prioritized, single-document, ≤2-file-change tasks. Enforces strict separation of frontend vs backend tracks, Chinese naming for task documents, and explicit dependency order. Each task gets its own task document under tasks/, referenced from tasks.md. Chinese trigger examples: "任务拆解", "Step 4", "拆任务", "task 拆分", "前后端分离任务". Do NOT use before openspec-continue-change finalizes specs, do NOT bundle ≥3 files per task. Success = every task ≤ 2 files, every task has its own document, ordering reflects priority + dependency, frontend / backend tracks are separated.
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Then ask your AI: use the Task Decomposition skill
What this skill tells your AI
The instructions your AI receives, as published by charliehzm/medharness in .claude/skills/task-decomposition/SKILL.md and read by ahel’s review.
Translates an implementation-ready change into a queue of bite-sized tasks.
The canonical prompt (verbatim from v1 SOP)
将所有任务进行拆分,其中前端与后端任务要分开,每个任务不超过 2 个文件的改动,每个任务单独任务文档,任务按照优先级排序,任务文档名称和文件夹名称尽可能用中文。
Why these constraints
| Constraint | Why |
|---|---|
| ≤ 2 files | Forces tight blast radius; Agent stays focused; reviews are easy. |
| One doc per task | Audit / trace / parallel review without merge conflicts. |
| Chinese names | Project policy; improves PM legibility. |
| FE/BE separation | Different reviewers; different risk profiles; cleaner deploys. |
| Priority order | First task to clear must unlock the most downstream value. |
Output structure
openspec/changes/<slug>/
├── tasks.md # index, ordered list with links + status checkboxes
└── tasks/
├── 后端-01-用户匹配引擎雏形.md
├── 后端-02-匹配规则配置层.md
├── 前端-01-匹配结果展示页.md
└── ...
Each task document:
# 后端-01 · 用户匹配引擎雏形
- **状态**: [ ] 未开始 / [x] 已完成
- **优先级**: P0
- **依赖**: -
- **预计文件**:
- backend/match/engine.py (new)
- backend/match/__init__.py (edit)
- **Spec 引用**: S1-match-engine
- **验收**: <criteria>
- **风险**: <if any>
Workflow
- Walk specs/* — derive 1-N tasks per spec.
- Classify each task as Frontend / Backend / Both (Both is rare; usually splits into two tasks).
- Estimate files touched — if > 2, split further.
- Order by P0 → P3.
- Write per-task documents.
- Write tasks.md index linking to each.
Common failure modes
- Mega-task with 5 files — "refactor + add" combo. Mitigation: hard limit, refuse to write a task with > 2 files.
- No priority — "all P0". Mitigation: enforce at most 30% P0 of total.
- Cross-track dependency — frontend task waits on backend task, no annotation. Mitigation: dependencies field is required.
- English-only naming — "task-001-match-engine". Mitigation: project policy is Chinese; apply unless team agrees otherwise.
Signals
- GitHub stars
- 86
- Forks
- 8
- Last commit
- Jun 2026
Advanced
- Catalog kind
- skill
- Gateway key
task-decomposition-charliehzm- Source
- github.com/charliehzm/medharness