dynamic-sufficiency

What problem does it solve?

Never undertake an action without verified minimal sufficient skill coverage. This Skill enforces a dynamic sufficiency loop where the agent infers causal states, measures coverage, and gates execution until enough skills are loaded.

Core Features & Use Cases

• Pre-action gate: refuse or load missing skills before acting
• Causal State Inference: map actions to minimal sufficiency states
• ε-Machine: minimal sufficient model for task→skill mapping
• Monitors sufficiency via coverage metrics and Bayesian-like updates

Quick Start

Infer the action's state, compute coverage against loaded skills, and gate or load missing skills accordingly.