lex-agentic-learning

Domain consolidation gem for learning, adaptation, and knowledge acquisition. Bundles 14 source extensions into one loadable unit under Legion::Extensions::Agentic::Learning.

Overview

Gem: lex-agentic-learning Version: 0.1.1 Namespace: Legion::Extensions::Agentic::Learning

Sub-Modules

Sub-Module	Source Gem	Purpose
`Learning::Curiosity`	`lex-curiosity`	Intrinsic curiosity — knowledge gap detection, wonder queue, salience decay
`Learning::EpistemicCuriosity`	`lex-epistemic-curiosity`	Information-gap theory — specific vs. diversive curiosity
`Learning::Hebbian`	`lex-hebbian-assembly`	Cell assembly formation — neurons that fire together wire together
`Learning::Habit`	`lex-habit`	Habit formation — action sequence pattern recognition, maturity stages
`Learning::LearningRate`	`lex-learning-rate`	Dynamic learning rate adaptation based on accuracy and stability
`Learning::MetaLearning`	`lex-meta-learning`	Learning-to-learn — strategy selection per domain
`Learning::PreferenceLearning`	`lex-preference-learning`	Learns stable preferences from choices over time
`Learning::Procedural`	`lex-procedural-learning`	Skill acquisition through practice — automatization
`Learning::Anchoring`	`lex-anchoring`	Anchoring bias in estimation
`Learning::Plasticity`	`lex-cognitive-plasticity`	Neural-style plasticity — synaptic weight adjustment
`Learning::Scaffolding`	`lex-cognitive-scaffolding`	Temporary learning assists that fade as competence grows
`Learning::Fermentation`	`lex-cognitive-fermentation`	Time-based transformation of knowledge
`Learning::Chrysalis`	`lex-cognitive-chrysalis`	Metamorphic state change — transformation through withdrawal
`Learning::Catalyst`	`lex-cognitive-catalyst`	Accelerating cognitive transformation

Installation

gem 'lex-agentic-learning'

Development

bundle install
bundle exec rspec        # 1316 examples, 0 failures
bundle exec rubocop      # 0 offenses

License

MIT