lex-agentic-inference

Domain consolidation gem for reasoning, inference, and belief management. Bundles 27 source extensions into one loadable unit under Legion::Extensions::Agentic::Inference.

Overview

Gem: lex-agentic-inference Version: 0.1.1 Namespace: Legion::Extensions::Agentic::Inference

Sub-Modules

Sub-Module	Source Gem	Purpose
Inference::Abductive	lex-abductive-reasoning	Best-explanation inference — hypothesis generation and ranking
Inference::Analogical	lex-analogical-reasoning	Structural analogy mapping between domains
Inference::ArgumentMapping	lex-argument-mapping	Argument tree — premises, conclusions, objections, rebuttals
Inference::Bayesian	lex-bayesian-belief	Bayesian belief updating with likelihood ratios
Inference::BeliefRevision	lex-belief-revision	AGM-model contraction, expansion, and revision
Inference::CausalAttribution	lex-causal-attribution	Weiner's attribution model — internal/external, stable/unstable
Inference::CausalReasoning	lex-causal-reasoning	Causal graph inference, do-calculus
Inference::Counterfactual	lex-counterfactual	Nearest-world counterfactual simulation
Inference::HypothesisTesting	lex-hypothesis-testing	Scientific reasoning loop — generate, predict, test, evaluate
Inference::Prediction	lex-prediction	Forward-model prediction — four modes, rolling accuracy tracking
Inference::PredictiveCoding	lex-predictive-coding	Hierarchical predictive coding with precision-weighted error
Inference::PredictiveProcessing	lex-predictive-processing	Unified perception/action loop
Inference::FreeEnergy	lex-free-energy	Friston Free Energy Principle — minimize prediction error
Inference::Intuition	lex-intuition	Fast heuristic-based inference
Inference::Schema	lex-schema	Organized knowledge structures — schema activation
Inference::ExpectationViolation	lex-expectation-violation	Surprise from violated predictions
Inference::UncertaintyTolerance	lex-uncertainty-tolerance	Tolerance for ambiguity and incomplete information
Inference::RealityTesting	lex-reality-testing	Tests whether beliefs match available evidence
Inference::Affordance	lex-affordance	Gibson affordance theory — action possibilities from environment
Inference::EnactiveCognition	lex-enactive-cognition	Varela/Maturana enactivism — sensorimotor loops as meaning
Inference::PerceptualInference	lex-perceptual-inference	Bayesian perception — sensory likelihoods + priors
Inference::Coherence	lex-cognitive-coherence	Belief coherence assessment and maintenance
Inference::Debugging	lex-cognitive-debugging	Systematic diagnosis of cognitive errors
Inference::Horizon	lex-cognitive-horizon	Reasoning boundary and scope management
Inference::Gravity	lex-cognitive-gravity	Attractor patterns in belief space
Inference::Momentum	lex-cognitive-momentum	Inference momentum — continuation bias in reasoning chains
Inference::Magnet	lex-cognitive-magnet	Magnetic pull of salient attractors

Actors

• Inference::Affordance::Actors::Scan — interval actor, scans for available affordances
• Inference::Horizon::Actors::Adjust — interval actor, adjusts reasoning horizon bounds
• Inference::Prediction::Actors::ExpirePredictions — runs every 300s, expires stale predictions
• Inference::PredictiveCoding::Actors::Decay — interval actor, decays precision weights

Installation

gem 'lex-agentic-inference'

Development

bundle install
bundle exec rspec        # 2305 examples, 0 failures
bundle exec rubocop      # 0 offenses

License

MIT