Formalize causal reasoning and deontic logic in Lean 4 workflows.
npx skills add https://github.com/r-irbe/proof-skills --skill ai-causal-deontic
Please help me install this Agent Skill. Skill: ai-causal-deontic Source: https://github.com/r-irbe/proof-skills/tree/main/skills/ai-causal-deontic Command: npx skills add https://github.com/r-irbe/proof-skills --skill ai-causal-deontic
Formal frameworks for causal reasoning, counterfactual analysis, and deontic logic for AI systems enable rigorous modeling of causes, effects, and normative requirements in Lean 4 workflows.
Describe a concrete AI scenario and request Lean encoding guidance using the recommended causal-deontic framework.
High-intent search queries and answers about installing and using this skill.
Encode structural causal models in Lean 4 using provided formal frameworks for Pearl's causal hierarchy and do-calculus to model AI reasoning. Describe a concrete AI scenario and request encoding guidance to generate structural proofs.
Deontic logic for AI governance formalizes normative rules and obligations to ensure AI safety and policy compliance. It works by encoding legal-ethical requirements into normative systems within Lean 4 workflows.
Perform counterfactual analysis for AI systems by simulating interventions using structural causal models. This Skill provides formal frameworks to reason about causes and effects through counterfactual simulation in Lean 4.
Yes, you can use Lean 4 to formalize AI policy and ethical rules by applying deontic logic and normative systems. The Skill provides encoding patterns to map legal-ethical requirements into integrated proofs.
Yes, interventional reasoning for AI safety is supported through Pearl's causal hierarchy and do-calculus. The framework enables rigorous modeling of interventions and their effects within structural causal models.
Deontic logic for AI governance requires Lean 4-encoded guidance and clear handoffs to related skills for downstream integrations. Complex legal-ethical rule formalization may need workflow mappings for integrated policy proofs.
bnebProve natural number properties using weak and strong induction in Lean 4.
r-irbeFormalizes applied reasoning tasks into Lean 4 proof workflows and zettelkasten handoffs.
r-irbeFormalize knowledge representation and reasoning patterns in Lean 4.
r-irbeFormalize legal reasoning tasks for AI governance with formal frameworks.
