feat(skills): bulk-add root SKILL.md to 61 skills (native Agent Skills loadability)

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>
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---
name: 53-notebooklm-research
description: |
Research and source discovery for NotebookLM. Web/Drive research, auto-import, and source text extraction.
Triggers: research topic, find sources, web research, 리서치, 자료 조사, NotebookLM 연구.
---
# NotebookLM Research
Research workflows for NotebookLM: web research, Drive search, auto-import, and source content extraction.
## Prerequisites
```bash
pip install notebooklm-py
playwright install chromium
notebooklm login
```
## When This Skill Activates
- "Research [topic] in NotebookLM"
- "Find sources about X"
- "Do web research on Y"
- "Search my Drive for documents"
- Korean: "리서치 해줘", "자료 찾아줘", "웹 검색"
## Research Modes
| Mode | Sources Found | Time | Use Case |
|------|---------------|------|----------|
| `fast` | 5-10 | seconds | Quick overview |
| `deep` | 20+ | 2-5 min | Comprehensive research |
## Quick Reference
### Web Research
```bash
# Fast research (default)
notebooklm source add-research "artificial intelligence trends"
# Deep research with auto-import
notebooklm source add-research "climate change policy" --mode deep --import-all
# Deep research (non-blocking, wait separately)
notebooklm source add-research "topic" --mode deep --no-wait
notebooklm research wait --import-all
```
### Drive Research
```bash
# Search Google Drive
notebooklm source add-research "quarterly report" --from drive
# Deep Drive search
notebooklm source add-research "project docs" --from drive --mode deep
```
### Research Status
```bash
# Check ongoing research
notebooklm research status
# Wait for completion
notebooklm research wait
notebooklm research wait --import-all # Auto-import found sources
```
## Source Content Extraction
```bash
# Get indexed fulltext
notebooklm source fulltext <source_id>
notebooklm source fulltext <source_id> --json
# Get AI-generated guide
notebooklm source guide <source_id>
```
## Workflow: Research to Analysis
```bash
# 1. Create notebook
notebooklm create "AI Research Project"
# 2. Run deep research
notebooklm source add-research "large language models 2024" --mode deep --no-wait
# 3. Wait and import (can spawn subagent for this)
notebooklm research wait --import-all
# 4. Verify sources
notebooklm source list
# 5. Start analysis
notebooklm ask "What are the key trends?"
```
## Subagent Pattern for Deep Research
For non-blocking deep research:
```python
# Main conversation
notebooklm source add-research "topic" --mode deep --no-wait
# Spawn subagent to wait
Task(
prompt="Wait for research in notebook {id} and import sources.
Use: notebooklm research wait -n {id} --import-all --timeout 300
Report how many sources were imported.",
subagent_type="general-purpose"
)
```
## Autonomy Rules
**Auto-run:**
- `notebooklm research status`
- `notebooklm source list`
- `notebooklm source fulltext`
- `notebooklm source guide`
**Ask first:**
- `notebooklm source add-research` (modifies notebook)
- `notebooklm research wait --import-all` (long-running)
## Tips
1. **Use deep mode** for comprehensive research
2. **Use --no-wait** for non-blocking operations
3. **Spawn subagent** for long waits
4. **Check research status** before importing
## Error Handling
| Error | Solution |
|-------|----------|
| No results | Try different keywords |
| Timeout | Extend timeout or check status |
| Rate limit | Wait and retry |