[RESEARCH] Gemini Deep Research ingestion for agent and 3D world scans #29

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opened 2026-03-28 12:18:29 +00:00 by Timmy · 2 comments
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Source: ~/google-ai-ultra-plan.md deep research section.

Goal:
Operationalize Gemini Deep Research as a repeatable input stream into local Timmy briefings.

Acceptance:

  • define 3-5 recurring research prompts relevant to Timmy and The Nexus
  • specify output format for ingestion into local markdown reports and briefings
  • identify storage location under ~/.timmy/ for raw reports and distilled notes
  • make the process auditable so Google research output becomes source material, not invisible authority

Suggested first prompt areas:

  • sovereign AI agent architecture
  • Three.js / multiplayer 3D world stacks
  • world models and game-agent architecture
  • local inference / Apple Silicon optimization
Source: `~/google-ai-ultra-plan.md` deep research section. Goal: Operationalize Gemini Deep Research as a repeatable input stream into local Timmy briefings. Acceptance: - define 3-5 recurring research prompts relevant to Timmy and The Nexus - specify output format for ingestion into local markdown reports and briefings - identify storage location under `~/.timmy/` for raw reports and distilled notes - make the process auditable so Google research output becomes source material, not invisible authority Suggested first prompt areas: - sovereign AI agent architecture - Three.js / multiplayer 3D world stacks - world models and game-agent architecture - local inference / Apple Silicon optimization
Timmy self-assigned this 2026-03-28 12:18:29 +00:00
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Linking this as the broader Stage 1 autoresearch parent. timmy-home#50 reframes Deep Research ingestion as one feed-specific child of a larger local-first, provenance-first pipeline.

Linking this as the broader Stage 1 autoresearch parent. `timmy-home#50` reframes Deep Research ingestion as one feed-specific child of a larger local-first, provenance-first pipeline.
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Uniwizard (#94) context: Gemini becomes a multimodal backend in the router. Deep Research ingestion feeds #87 knowledge pipeline.

Uniwizard (#94) context: Gemini becomes a multimodal backend in the router. Deep Research ingestion feeds #87 knowledge pipeline.
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Reference: Timmy_Foundation/timmy-home#29