source-packs

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Deterministic AI operations suite for project governance, source-pack management, validation, and portfolio aggregation.

Privacy-safe MCP tools and an agent skill for better NotebookLM workflows.

Build history-aware source packs that suppress stale repeats without blocking justified editorial follow-ups.

python newsletters deduplication editorial ai-agents source-packs

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