Biometric Pipeline
Raw biometric data is not trusted by default. Every signal entering the system passes through verification before it can trigger a reward or feed an agent decision.
Ingestion sources
Strava activities, connected wearable streams, and operator-submitted entries. Additional sources can be added through MCP integrations documented in the MCP section.
Verification
The anti-cheat layer checks signal continuity, pace plausibility, heart rate correlation, and timestamp integrity. Rejected signals are logged and surfaced to the operator without being processed downstream.
Effort weighting
Verified signals are weighted by intensity, duration, and recovery state to produce a normalized effort score. The weighting formula is open for review in the public contracts repo.
Daily emission cap
A maximum of 35 PRBL per operator per day. The cap is enforced at the settlement layer, not at the signal layer, so over-cap effort is still recorded for ranking and history.