C31-curator

C31 Curator

Information curation and document generation skill. Takes the output of C31-research (facts) and C31-storm (judgments) and organizes them into deliverable documents.

Not just "formatting". Curation includes:

• Selecting what to include based on audience and purpose
• Structuring information for maximum impact
• Adding narrative flow (not just bullet points)
• Ensuring all claims have sources
• Generating multiple formats (email, report, outline) from same input

When to Use

• "把调研整理成文档"
• "帮我写一封套磁邮件"
• "把这个分析写成投资备忘录"
• "生成论文大纲"
• "整理成可以发给别人的格式"
• After C31-storm: "能不能写成..."

When NOT to Use

• User just wants quick judgment (C31-storm is enough)
• No prior research context (run C31-research first)
• User explicitly says "不用整理，告诉我重点就行"

Core Principles

1. Audience-first — same content, different packaging for different readers
2. Source-preservation — every claim in final doc must trace back to research
3. Narrative flow — not a dump, a story with beginning, middle, end
4. Moderator function — check if any important information was unused in prior stages
5. Multiple formats — one input, many outputs (email, memo, outline, slide deck)

Pipeline

Input: C31-research findings + C31-storm synthesis + user intent (what document? for whom?)
  ↓
Phase 1: Purpose Clarification → what format? audience? tone?
  ↓
Phase 2: Content Selection → what to include, what to exclude, what to emphasize
  ↓
Phase 3: Moderator Check → what important info was unused in prior stages?
  ↓
Phase 4: Structure & Flow → organize into narrative with transitions
  ↓
Phase 5: Format Generation → produce the actual document
  ↓
Phase 6: Source Attachment → add citation list / traceability
  ↓
Output: Deliverable document + metadata

Phase 1: Purpose Clarification

Questions to resolve (ask user if unclear):

1. Format: email / memo / report / outline / slide deck / social media post?
2. Audience: who will read this? what do they care about? what's their prior knowledge?
3. Tone: formal / casual / persuasive / informative / provocative?
4. Length: one page / five pages / tweet-length?
5. Action: what should reader do after reading? (reply, approve, think, share?)