Examples

Where to start in the example catalog without reading everything in numerical order.

Operon now has many examples. New users should not start from the beginning and read them in order.

Recommended Entry Path

• examples/67_pattern_first_api.py — shortest path into the public wrappers
• examples/68_skill_organism_runtime.py — practical multi-model runtime
• examples/71_bitemporal_skill_organism.py — substrate integration with belief-state reconstruction
• examples/72_pattern_repository.py — register, score, and retrieve reusable pattern templates
• examples/73_watcher_component.py — runtime monitoring with signal classification and interventions
• examples/74_adaptive_assembly.py — adaptive assembly loop with template selection and outcome recording
• examples/75_experience_driven_watcher.py — experience pool driving intervention recommendations
• examples/76_cognitive_modes.py — System A/B cognitive mode annotations
• examples/77_sleep_consolidation.py — sleep consolidation with counterfactual replay
• examples/78_social_learning.py — cross-organism template sharing with trust
• examples/79_curiosity_driven_exploration.py — curiosity-driven escalation
• examples/66_epistemic_topology.py — epistemic analysis layer underneath

Full Example Index

Use the repo index for the broader catalog:

Examples README

Suggested Categories

• Pattern-first API
• Skill organisms and runtime composition
• Bi-temporal memory and substrate integration
• Epistemic topology
• Wiring diagrams and lower-level structure
• Organelles and state systems
• Healing and surveillance
• Multicellular composition
• Temporal memory and compliance auditing