Begin real feeds slowly.
The safe transition from mock signals into controlled, source-aware, reviewable live ingestion.
Every TheoB pathway can move through Past, Present, and Future without losing context.
Read current signals, conditions, and live context.
Voice ready
One real feed. One route. One review loop.
Stage 1 should not flood TheoB with data. It should prove that one controlled real feed can enter, anchor, route, review, and become memory only when useful.
Start with weather because it is structured, regional, useful, and easy to verify.
Use trusted public science feeds slowly and route major findings into Event Anchoring.
Begin with curated cacao agriculture, climate, ceremony, producer, and market signals.
Test local culture, festivals, art, food, sports, and community calendars.
Allow selected human-submitted observations with review before memory.
Real ingestion starts governed, not hungry.
No paid APIs until Stage 0 routing stays clean.
No automatic permanent memory without review.
Start with one feed family at a time.
Every real signal must become an Event Anchor.
Every anchor must show source, confidence, time, place, and route.
Acceleration requires quality, cost, reuse, and governance thresholds.