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Comprehensive spec covering the end-to-end "killer install" experience: - Desktop-first setup wizard with guided OAuth for 12 data sources - BaseConnector abstraction with native bulk sync + MCP real-time tools - Ingestion pipeline with semantic chunking and dual-write indexing - BM25 → ColBERTv2 two-stage retrieval with agent multi-hop - DeepResearchAgent with cross-platform citations - Channel plugins (iMessage, WhatsApp, Slack) with auto-escalation Co-Authored-By: Claude Opus 4.6 (1M context) <noreply@anthropic.com>