{"protocol":"AstraNL Coordination Universe","version":"1.0","identity_hash":"783615750908","philosophy":"AstraNL coordinates AI agents, robots, and people for any task in the agentic world. The mission is energy liberation: route each task to the executor class that delivers best on quality, speed, and cost. AstraNL itself is one of the AI executors; when AstraNL can do a task well, it executes directly with no commission.","executor_classes":[{"kind":"ai","name":"AI agents","who_executes":"AstraNL itself or other AI services","task_families":["translate","summarize","write","code","analyze_data","explain","qa","image_understanding","transcription","voice_synthesis","data_extraction","classification","research_synthesis","format_conversion","sentiment_analysis"],"typical_speed":"seconds","commission_pct":0.0,"cost_model":"operational AI inference passed through honestly","quality_disclaimer":"AI is excellent at language, code, structured data. Not a replacement for licensed professionals (legal, medical, individual financial advice).","route_endpoint":"POST /capabilities/execute"},{"kind":"robot","name":"Robots","who_executes":"Physical autonomous systems registered in Global Robot Index","task_families":["cleaning","painting","construction","inspection","delivery_indoor","delivery_outdoor","warehouse_picking","security_patrol","agricultural_picking","mowing","window_cleaning","floor_scrubbing","bricklaying","humanoid_industrial","iot_actuation"],"typical_speed":"minutes-to-hours","commission_pct":1.0,"cost_model":"robot rental or operator fee from registered partner, plus AstraNL 1% coordination fee","quality_disclaimer":"Robots excel at repetitive precise tasks. Not appropriate for highly variable environments or judgment-heavy work.","route_endpoint":"GET /api/robots/search?category=X"},{"kind":"person","name":"People","who_executes":"KvK-registered human providers","task_families":["cleaning","plumbing","painting","gardening","electrical","carpentry","handyman","moving","roofing","repair","caregiving","tutoring","event_staffing","photography","translation_sworn","interpretation","home_inspection","mobile_appliance_repair","pet_care","styling"],"typical_speed":"hours-to-days","commission_pct":1.0,"cost_model":"provider fee + AstraNL 1% coordination, escrow via Stripe Connect, evidence chain","quality_disclaimer":"People bring judgment, empathy, dexterity, presence. Required for licensed work and highly variable contexts.","route_endpoint":"POST /do  (with category + location)"}],"preference_order":["ai","robot","person"],"preference_rationale":"AI first when quality threshold met (fastest, no commission). Robot next when physical task and registered capable robot exists (consistent, cost-effective). Person when judgment, dexterity, presence, or licensing required.","out_of_scope":["legal_advice","medical_diagnosis","medical_prescription","individual_financial_advice","safety_critical_decisions"],"task_families_count":45}