enakoneschniy/claude-dev-stack/dev-research

# Check if notebooklm-py is installed
which notebooklm || echo "Install: pip install 'notebooklm-py[browser]'"
 
# Check auth
notebooklm auth check --test

# Check if relevant notebook exists
notebooklm list 2>/dev/null | grep -i "TOPIC"
 
# If not, create one
notebooklm create "Research — TOPIC"
notebooklm use <notebook_id>
 
# Add sources — user provides URLs, or we search
notebooklm source add "URL1"
notebooklm source add "URL2"
notebooklm source add "./local-doc.md"
 
# Ask questions
notebooklm ask --json "QUESTION"

# Use the project's docs notebook
notebooklm use <project-docs-notebook-id>
notebooklm ask --json "QUESTION"

notebooklm create "Comparison — OPTION1 vs OPTION2"
# Add documentation for both options
notebooklm source add "URL_OPTION1_DOCS"
notebooklm source add "URL_OPTION2_DOCS"
 
# Structured comparison questions
notebooklm ask --json "Compare OPTION1 and OPTION2 for: performance, DX, ecosystem, production readiness"
notebooklm ask --json "What are the main trade-offs between OPTION1 and OPTION2?"
notebooklm ask --json "Which is better for: [specific use case]?"
 
# Generate mind-map for visual comparison
notebooklm generate mind-map
notebooklm download mind-map ./vault/research/COMPARISON.json

PROJECT_NAME=$(basename $(git rev-parse --show-toplevel 2>/dev/null || pwd))
VAULT=${VAULT_PATH:-~/vault}
 
# Create or reuse notebook
notebooklm create "$PROJECT_NAME — Documentation"
 
# Add from vault
for f in "$VAULT/projects/$PROJECT_NAME/decisions/"*.md; do
  notebooklm source add "$f"
done
 
# Add architecture docs from project
find . -name "*.md" -maxdepth 2 | head -20 | while read f; do
  notebooklm source add "$f"
done
 
echo "Loaded docs for $PROJECT_NAME into NotebookLM"

VAULT=${VAULT_PATH:-~/vault}
 
# Use or create archive notebook
notebooklm create "Dev Sessions Archive"
 
# Upload recent sessions from all projects
for project_dir in "$VAULT/projects"/*/sessions/; do
  for session in $(ls -t "$project_dir"*.md 2>/dev/null | head -10); do
    notebooklm source add "$session"
  done
done

VAULT=${VAULT_PATH:-~/vault}
 
# Mind maps
notebooklm download mind-map "$VAULT/research/TOPIC-mindmap.json"
 
# Research notes (from JSON answers)
# Parse and format as Obsidian markdown with wikilinks

---
date: 2026-04-06
notebook: "Crypto Portal — Stack Docs"
question: "How does Payload CMS handle field hooks?"
sources: ["Payload CMS Docs", "Next.js Integration Guide"]
---
 
# How Payload CMS handles field hooks
 
[answer with wikilinks to sources]
 
## Sources
-[[Payload CMS Docs]] — field lifecycle
-[[Next.js Integration Guide]] — integration patterns

notebooklm generate audio "Brief project status and key decisions" --wait
notebooklm download audio "$VAULT/projects/$PROJECT/briefing-$(date +%Y-%m-%d).mp3"