Andrew Yim
e519a49cc4
Run the additive migration pass from SKILL-MIGRATION-GUIDE: generate a root SKILL.md for every skill that lacked one, copied from its desktop/SKILL.md (or code/SKILL.md), with name set to the directory name and description + body preserved verbatim. - scripts/migrate_skill_root.py: the reusable, non-destructive migrator (dry-run default). - 61 new root SKILL.md (desktop source for most; code/SKILL.md for 61/62/92). - Untouched: 16/17/95 (already had root); desktop/ and code/ packaging left intact. - All 64 root SKILL.md validate: frontmatter <=1024, kebab name, description present. Still MANUAL (no SKILL.md source — commands/README only), need hand-authored root SKILL.md: 81-mac-optimizer, 90-reference-curator, 91-multi-agent-guide, 94-dintel-bootstrap. Co-Authored-By: Claude Opus 4.7 (1M context) <noreply@anthropic.com>
173 lines
4.8 KiB
Markdown
173 lines
4.8 KiB
Markdown
---
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name: 04-ourdigital-research
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description: |
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Deep research and structured prompt generation for OurDigital workflows.
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Activated with "ourdigital" keyword for research tasks.
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Triggers (ourdigital or our prefix):
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- "ourdigital research", "our research"
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- "ourdigital 리서치", "our 리서치"
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- "ourdigital deep research", "our deep research"
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Features:
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- Structured research planning
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- Multi-source deep research
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- Research paper synthesis
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- Notion integration for archiving
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- Blog draft pipeline
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version: "1.0"
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author: OurDigital
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environment: Desktop
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---
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# OurDigital Research
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Transform questions into comprehensive research papers and polished blog posts for OurDigital channels.
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## Activation
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Activate with "ourdigital" or "our" prefix:
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- "ourdigital research [topic]" / "our research [topic]"
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- "our 리서치", "our deep research"
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- "ourdigital 리서치 해줘"
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- "ourdigital deep research on [topic]"
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## Workflow Overview
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```
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Phase 1: Discovery → Phase 2: Research Planning → Phase 3: Deep Research
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↓
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Phase 4: Research Paper → Phase 5: Notion Save → Phase 6: Blog Draft
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↓
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Phase 7: Ulysses Export → Phase 8: Publishing Guidance
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```
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## Phase 1: Discovery
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**Goal**: Understand user's question and refine scope.
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1. Acknowledge the topic/question
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2. Ask clarifying questions (max 3 per turn):
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- Target audience? (전문가/일반인/마케터)
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- Depth level? (개요/심층분석/실무가이드)
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- Specific angles or concerns?
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3. Confirm research scope before proceeding
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**Output**: Clear research objective statement
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## Phase 2: Research Planning
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**Goal**: Create structured research instruction.
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Generate research plan with:
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- Primary research questions (3-5)
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- Secondary questions for depth
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- Suggested tools/sources:
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- Web search for current info
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- Google Drive for internal docs
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- Notion for past research
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- Amplitude for analytics data (if relevant)
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- Expected deliverables
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**Output**: Numbered research instruction list
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## Phase 3: Deep Research
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**Goal**: Execute comprehensive multi-source research.
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Tools to leverage:
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- `web_search` / `web_fetch`: Current information, statistics, trends
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- `google_drive_search`: Internal documents, past reports
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- `Notion:notion-search`: Previous research, related notes
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- `conversation_search`: Past chat context
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Research execution pattern:
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1. Start broad (overview searches)
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2. Deep dive into key subtopics
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3. Find supporting data/statistics
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4. Identify expert opinions and case studies
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5. Cross-reference and validate
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**Output**: Organized research findings with citations
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## Phase 4: Research Paper (Artifact)
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**Goal**: Synthesize findings into comprehensive document.
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Create HTML artifact with:
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```
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Structure:
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├── Executive Summary (핵심 요약)
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├── Background & Context (배경)
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├── Key Findings (주요 발견)
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│ ├── Finding 1 with evidence
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│ ├── Finding 2 with evidence
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│ └── Finding 3 with evidence
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├── Analysis & Implications (분석 및 시사점)
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├── Recommendations (제언)
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├── References & Sources (참고자료)
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└── Appendix (부록) - if needed
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```
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Style: Professional, data-driven, bilingual key terms
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## Phase 5: Notion Save
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**Goal**: Archive research to Working with AI database.
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Auto-save to Notion with:
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- **Database**: Working with AI (data_source_id: f8f19ede-32bd-43ac-9f60-0651f6f40afe)
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- **Properties**:
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- Name: [Research topic]
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- Status: "Done"
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- AI used: "Claude Desktop"
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- AI summary: 2-3 sentence summary
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## Phase 6: Blog Draft
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**Goal**: Transform research into engaging blog post.
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Prompt user for channel selection:
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1. blog.ourdigital.org (Korean)
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2. journal.ourdigital.org (English)
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3. ourstory.day (Korean, personal)
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Generate draft using appropriate style guide:
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- Korean channels: See `02-ourdigital-blog`
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- English channels: See `03-ourdigital-journal`
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## Phase 7: Ulysses Export
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**Goal**: Deliver MD file for Ulysses editing.
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Export path: `$ULYSSES_EXPORT_PATH` from environment
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## Phase 8: Publishing Guidance
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Provide channel-specific checklist based on selection.
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---
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## Quick Commands
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| Command | Action |
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|---------|--------|
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| "ourdigital research [topic]" | Start Phase 1 |
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| "ourdigital 리서치 프롬프트" | Generate research prompt only |
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| "ourdigital research → blog" | Full pipeline to blog draft |
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| "ourdigital research → notion" | Research + Notion save only |
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## Channel Reference
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| Channel | Language | Tone |
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|---------|----------|------|
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| blog.ourdigital.org | Korean | Analytical, Educational |
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| journal.ourdigital.org | English | Reflective, Poetic |
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| ourstory.day | Korean | Personal, Intimate |
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## References
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- `shared/references/research-frameworks.md` - Research methodologies
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- `02-ourdigital-blog` - Blog writing skill
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- `03-ourdigital-journal` - Journal writing skill
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