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: 0.1.8 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

Actor	Interval	What It Does
`Abductive::Actor::UpdateAbductiveReasoning`	Every 60s	Prunes low-probability hypotheses
`Affordance::Actors::Scan`	interval	Scans for available affordances in current context
`BeliefRevision::Actor::UpdateBeliefRevision`	Every 120s	AGM contraction on low-confidence beliefs
`Coherence::Actor::UpdateCognitiveCoherence`	Every 120s	Recomputes coherence scores across belief graph
`ExpectationViolation::Actor::DecayViolations`	Every 300s	Decays stale expectation violation records
`FreeEnergy::Actor::UpdateFreeEnergy`	Every 30s	Minimizes free energy — updates variational estimates
`Horizon::Actors::Adjust`	interval	Adjusts reasoning horizon bounds
`Momentum::Actor::UpdateCognitiveMomentum`	Every 60s	Decays inference momentum, updates continuation bias
`Prediction::Actors::ExpirePredictions`	Every 300s	Expires stale predictions
`PredictiveCoding::Actors::Decay`	interval	Decays precision weights in predictive coding hierarchy
`RealityTesting::Actor::DecayBeliefs`	Every 300s	Decays beliefs that are no longer supported by evidence

Installation

gem 'lex-agentic-inference'

Development

bundle install
bundle exec rspec        # 2293 examples, 0 failures
bundle exec rubocop      # 0 offenses

License

MIT

lex-agentic-inference

Development

Runtime

lex-agentic-inference

Overview

Sub-Modules

Actors

Installation

Development

License