AI Lab Notebook — Gemini Integration Skill

The Alan Hirsch AI Lab Notebook is a NotebookLM-style variant of /ai-lab that grounds chat and artifacts in Alan's ~1M-word published corpus. This skill is the operational manual for the Gemini half of that system: how the corpus reaches the model, what can silently break, and how to optimize cost and latency.

Authoritative docs (always fetch fresh when in doubt — Gemini APIs move quickly):

• Models: https://ai.google.dev/gemini-api/docs/models
• File API: https://ai.google.dev/gemini-api/docs/files
• Context caching: https://ai.google.dev/gemini-api/docs/caching
• Grounding with Google Search: https://ai.google.dev/gemini-api/docs/grounding
• Pricing: https://ai.google.dev/gemini-api/docs/pricing

1. Where Everything Lives (this repo)