summary Provide the semantic substrate that makes coherence scoring meaningful -- a living ontology of 184 universal concepts with typed relationships, a harmonic resonance kernel for cross-domain idea matching, contributor belief profiles for personalized discovery, and an accessible ontology that non-technical contributors can extend naturally.

process_summary 184 universal concepts with 46 typed relationships and 53 axes; Concept Resonance Kernel (CRK) -- harmonic spectral matching; Optimal Transport distance (OT-phi) for coherence scoring; Contributor belief profiles with 6 worldview axes; Cross-domain resonance discovery between ideas from different domains

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implementation_summary api/app/services/concept_service.py (list_concepts, get_concept, search_concepts); api/app/services/concept_resonance_kernel.py (compute_crk, text_to_symbol, ot_phi_distance); api/app/services/belief_service.py (get_belief_profile, compute_resonance, find_resonant_peers); api/app/services/idea_resonance_service.py (get_cross_domain_pairs, get_resonance_for_idea); api/app/services/accessible_ontology_service.py (suggest_concept, approve_suggestion, endorse_concept); api/app/services/discovery_service.py (build_discovery_feed); api/app/routers/resonance.py (cross_domain, idea_resonance, resonance_proof); api/app/routers/beliefs.py (get_profile, update_profile, compute_resonance)

Spec knowledge-resonance-engine

Spec Source

Spec Value/Cost/Gap Sensing

Linked Ideas

Linked Contributors

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Spec Summary + Process + Pseudocode + Implementation Notes

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