Calibration

Mutual Aid Need Matcher

Cloudflare-native cognition capture app

AI safety

Cognitive task

Captured cognition need articulation, reciprocity confidence, hesitation, and trust thresholds

Local atlas

Cognition dashboard

0signals

0public

0avg confidence

0msmedian latency

Submit a signal to see the first reflection.

Commons loop

Recent signals

Cloudflare deployment

D1 for needs/offers, Durable Objects for local matching rooms, KV for moderation rules, Workers AI for rewriting requests clearly, Turnstile for abuse prevention, and Analytics Engine for aggregate unmet-need categories