lex-cognitive-integration
Multi-modal cognitive binding engine for brain-modeled agentic AI in the LegionIO ecosystem.
What It Does
Models the binding of signals from different cognitive modalities (visual, auditory, semantic, proprioceptive, interoceptive, temporal, spatial, emotional, linguistic) into coherent integrated representations. Signals are registered individually; integration binds a set of them into a unified representation with a binding strength. Representations above 0.6 binding strength are considered coherent; below 0.3 they are fragmented. Passive decay reduces binding strength. Active reinforcement or disruption adjusts representations after formation.
Usage
require 'legion/extensions/cognitive_integration'
client = Legion::Extensions::CognitiveIntegration::Client.new
# Register signals from different modalities
visual = client.add_signal(modality: :visual, content: 'diagram of system architecture', domain: :engineering, quality: 0.8)
semantic = client.add_signal(modality: :semantic, content: 'microservice decomposition pattern', domain: :engineering, quality: 0.9)
# Bind them into an integrated representation
result = client.integrate(
signal_ids: [visual[:signal_id], semantic[:signal_id]],
binding_strength: 0.65
)
rep_id = result[:representation_id]
# Reinforce the binding
client.reinforce(representation_id: rep_id, amount: 0.1)
# => { success: true, binding_strength: 0.75 }
# Auto-integrate all high-quality signals
client.integrate_all_salient(quality_threshold: 0.7)
# Find coherent representations
client.coherent_representations(limit: 10)
# Status
client.status
# => { success: true, report: { signal_count: 2, representation_count: 2, ... } }Development
bundle install
bundle exec rspec
bundle exec rubocopLicense
MIT