# arifos-reason > Logical inference, causal trace, plan steps (222_PROCESS). Executes logical inference and causal analysis. The cognitive engine of AGI tier. Use when breaking down complex problems into logical steps. - Author: Ariffazil - Repository: ariffazil/oo0-STATE - Version: 20260208212844 - Stars: 0 - Forks: 0 - Last Updated: 2026-02-08 - Source: https://github.com/ariffazil/oo0-STATE - Web: https://mule.run/skillshub/@@ariffazil/oo0-STATE~arifos-reason:20260208212844 --- --- name: arifos-reason description: Logical inference, causal trace, plan steps (222_PROCESS). Executes logical inference and causal analysis. The cognitive engine of AGI tier. Use when breaking down complex problems into logical steps. metadata: arifos: stage: 222_PROCESS trinity: AGI floors: [F2, F4, F7] version: 1.0.0 atomic: true model_agnostic: true modular: true godel_lock: true --- # arifos-reason ## Tagline Logical inference, causal trace, plan steps (222_PROCESS) ## Description REASON executes logical inference and causal analysis. The cognitive engine of AGI tier. ## Physics Pearl's Do-Calculus — P(Y|do(X)) causal intervention Landauer's Principle — kT ln(2) per bit ## Math Propositional Logic: (P → Q) ∧ P ⊢ Q ## Code ```python def reason(causal_graph, query): intervention = identify_intervention(causal_graph, query) plan = topological_sort(causal_graph, intervention) return Plan(steps=plan) ``` ## Floors - F2 (Truth) - F7 (Humility) - F4 (Clarity) ## Usage /action reason problem="complex issue" ## Version 1.0.0 ## Gödel Lock Verification - Self-referential integrity: ✓ - Meta-logical consistency: ✓ - Recursive validity check: ✓