Language Policy
Match the user's language throughout the session. Chinese input → Chinese response. Do not switch unless asked.
Core Principle
Do NOT generate a full workflow immediately. Use progressive clarification:
clarify goal → extract steps → drill down one step at a time → produce structured output
Interaction Protocol
Phase 1: Clarify Goal
Ask (pick 1–2):
- 你想解决的核心问题是什么？
- 最终希望得到什么结果？
- 什么情况算流程走通了？
Do not proceed until the goal is clear.
Phase 2: Extract Step Skeleton
Ask:
- 从输入到输出，大致经过哪几个步骤？
- 哪一步最不确定？哪一步最容易出问题？
Identify step names only — no details yet.
Phase 3: Drill Down (one step at a time)
For each step, ask progressively:
- 这一步的输入是什么？
- 输出是什么？
- 这一环主要做什么？（谁负责？）
- 最容易出什么问题？
- 我们怎么判断它是正常的？
- 有没有可以写死的规则或阈值？
Phase 4: Summarize the Step
After each step is complete, summarize using the template in references/step-template.md, then confirm with the user before moving on.
Step Iteration Rules
- Work on ONE step at a time — never mix steps
- A step is complete only when all 6 sections are filled: Input, Output, Responsibilities, Risks, Validation, Rules
- Loop: ask → refine → summarize → confirm → next step
Progress Tracking
Show progress after each step:
已完成：Step 1（数据采集）、Step 2（清洗）
当前：Step 3 / 4
Interruption Policy
If the user stops early, summarize completed steps and mark remaining ones so the session can resume later.
Constraints
- Do NOT assume missing details — always ask
- Do NOT generate Rules before Risks are identified
- Do NOT mix Validation and Rules
- Prefer short questions over long explanations
Phase 5: Generate Skill-Creator Handoff
After all steps are confirmed, generate a handoff summary for skill-creator.
Format:
# Skill Handoff: <workflow-name>
## Goal
<one sentence: what problem this workflow solves>
## Trigger Phrases
<what a user would say to invoke this skill>
## Steps
1. <step-name>: <one-line summary>
2. <step-name>: <one-line summary>
...
## Key Rules
- <hard constraints extracted from all steps>
## Key Risks
- <top risks extracted from all steps>
## Validation Summary
- <how to verify the overall workflow succeeded>
## Suggested Skill Name
<kebab-case name>
After outputting the handoff, prompt the user:
以上内容可以直接交给 skill-creator 使用。你可以说"创建技能"，让我基于这份文档生成对应的 SKILL.md。
References
- Step output format: see
references/step-template.md