lex-priming
Associative activation network for the LegionIO cognitive architecture. Implements spreading activation priming across linked concept nodes.
What It Does
Maintains a network of concept nodes connected by association strengths. When a concept is primed, its activation is boosted and that activation spreads through the network via BFS — each hop attenuated by the spread factor and association strength. Concepts decay each tick. Supports querying which concepts are currently primed, finding the strongest activations, and retrieving neighbors.
Usage
client = Legion::Extensions::Priming::Client.new
# Build the concept network
client.add_concept(name: :authentication, domain: :security)
client.add_concept(name: :credentials, domain: :security)
client.add_concept(name: :session_token, domain: :security)
client.link_concepts(name_a: :authentication, name_b: :credentials, strength: 0.8)
client.link_concepts(name_a: :credentials, name_b: :session_token, strength: 0.7)
# Prime a concept (activation spreads to neighbors)
client.prime_concept(name: :authentication, boost: 0.5, spread: true)
# Check which concepts are now active
client.primed_concepts
# => { success: true, concepts: [
# { name: :authentication, activation: 0.5, domain: :security },
# { name: :credentials, activation: 0.175, domain: :security },
# { name: :session_token, activation: 0.031, domain: :security }
# ], count: 3 }
# Top activations
client.strongest_primes(count: 3)
# Check a specific concept
client.check_primed(name: :credentials)
# => { success: true, name: :credentials, activation: 0.175, primed: true, source: :authentication }
# Each tick: decay activations
client.update_priming
client.priming_statsDevelopment
bundle install
bundle exec rspec
bundle exec rubocopLicense
MIT