API Overview

A lightweight map of the current library surface.

Recommended Public Layer

operon_ai.patterns

• advise_topology(...)
• reviewer_gate(...)
• specialist_swarm(...)
• skill_organism(...)
• PatternLibrary, TaskFingerprint, PatternTemplate, PatternRunRecord
• WatcherComponent, WatcherConfig, WatcherSignal, SignalCategory
• InterventionKind, WatcherIntervention
• adaptive_skill_organism(...), assemble_pattern(...)
• AdaptiveSkillOrganism, AdaptiveRunResult, ExperienceRecord
• CognitiveMode, resolve_cognitive_mode()
• SleepConsolidation, ConsolidationResult, CounterfactualResult, counterfactual_replay()
• SocialLearning, PeerExchange, TrustRegistry, AdoptionResult, AdoptionOutcome

Core Runtime and Analysis

operon_ai.core includes typed wiring, epistemic analysis, coalgebraic utilities, denaturation, and optics.

Organelles

operon_ai.organelles includes Nucleus, Membrane, Mitochondria, Chaperone, Ribosome, and Lysosome.

State / Memory

operon_ai.state covers ATP / metabolism, genome, histone memory, and lifecycle-related state.

operon_ai.memory covers episodic memory and bi-temporal memory (BiTemporalMemory, BiTemporalFact, BiTemporalQuery, SubstrateView).

Coordination / Surveillance / Healing

• operon_ai.coordination
• operon_ai.surveillance
• operon_ai.health
• operon_ai.healing

For concrete usage, start from the examples rather than reading namespaces in isolation.