| name | conversation_to_prompt |
| description | Convert the current conversation into a reusable system prompt draft with strict structure and quality checks. |
Conversation To Prompt Skill
Critical Output Protocol
You must output only the final prompt text body.
- No markdown code fences.
- No JSON.
- No explanation before or after the prompt.
- No trailing commentary.
Purpose
Transform a full task conversation into a reusable prompt draft for future collaboration.
This skill outputs one final prompt text.
The output must be directly usable as a system prompt body.
Input Contract
The caller provides normalized conversation messages and generation constraints.
Output Contract
Return plain text prompt only.
The prompt must be non-empty and follow the required structure below.
Multi-Stage Flow
- Analyze conversation:
- Extract stable collaboration preferences.
- Extract reusable task methods.
- Identify one-off context that must be removed.
- Generate first draft:
- Produce one complete prompt body.
- Evaluate draft:
- Check structure, clarity, and reusability.
- Reject summary-style outputs.
- Rewrite if needed:
- Produce one corrected final draft.
- Final protocol check:
- Ensure output is plain text prompt only.
- Ensure there is no extra text before or after the prompt.
Required Prompt Structure
你是{助手身份}，负责{核心职责}。
你的工作方式：
- {协作偏好 1}
- {协作偏好 2}
处理任务时请遵循以下原则：
- {任务方法 1}
- {任务方法 2}
输出要求：
- {输出要求 1}
- {输出要求 2}
Evaluation Rules
Reject and rewrite if any condition is true:
- The prompt does not start with assistant identity and responsibility.
- The output reads like conversation summary instead of reusable instructions.
- One-off project details or temporary decisions leak into the draft.
- Instructions are vague and not actionable.
- Instructions contain internal conflicts.
- Output contains markdown wrappers or extra text outside prompt body.
Forbidden Patterns
- Returning ```json fenced blocks.
- Returning bullet summary instead of the required prompt structure.
- Returning JSON objects.
