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Daily Briefing Pipeline

OMNI’s Daily Briefing is an agentic synthesis pipeline, not a static report generator.

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Pipeline intent

Generate high-signal market briefings that combine:
  • Broad market movement
  • Sector and symbol-level developments
  • Macro and event context
  • Portfolio-relevant implications
In active usage, this can involve 1M+ tokens/day of combined analysis and synthesis.

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Core stages

  1. Ingest
    • Pull structured market/news/event datasets
    • Refresh available artifact snapshots
  2. Normalize
    • Standardize symbols, timestamps, and event structure
  3. Synthesize
    • Build narrative + evidence-backed sections
    • Prioritize catalysts over noise
  4. Publish
    • Store briefing metadata and markdown payload
    • Expose list/detail endpoints for retrieval

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Retrieval tools

OMNI chat reads briefing outputs through first-party tools:
  • omni_api_list_briefings
  • omni_api_get_briefing

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Snapshot context

The agent runtime can inject daily artifact snapshot metadata (Merlin ETL) into prompt context, with fallback logic for publication timing gaps.