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Applied legal reasoning

Skill r-irbe/proof-skills/skills/applied-legal-reasoning

USE FOR: Legal reasoning formalization — statutory interpretation, case-based reasoning, argumentation frameworks, defeasible rules, deontic norms, regulatory compliance, and their connection to provenance chains, governance structures, and formal verification for legal-adjacent AI systems. DO NOT USE FOR: formalising those legal models in Lean (use @lean-applied-reasoning); deontic reasoning specifically (use @ai-causal-deontic); security policy (use @applied-data-information-security). TRIGGERS: statutory interpretation, case-based reasoning, argumentation framework, defeasible rule, deontic norm, legal reasoning, regulatory.From its SKILL.md

Install
npx -y skills add r-irbe/proof-skills --skill applied-legal-reasoning

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SKILL.md

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Legal Reasoning

Formal frameworks for legal analysis, argumentation, normative reasoning, and their intersection with formal verification and AI governance.


Routing

  • USE FOR: Legal reasoning formalization — statutory interpretation, case-based reasoning, argumentation frameworks, defeasible rules, deontic norms, regulatory compliance, and their connection to provenance chains, governance structures, and formal verification for legal-adjacent AI systems.
  • DO NOT USE FOR: formalising those legal models in Lean (use @lean-applied-reasoning); deontic reasoning specifically (use @ai-causal-deontic); security policy (use @applied-data-information-security).
  • TRIGGERS: statutory interpretation, case-based reasoning, argumentation framework, defeasible rule, deontic norm, legal reasoning, regulatory.

Workflow

  1. Classify the legal task: statutory interpretation, case-based reasoning, argumentation, or deontic-norm modelling.
  2. Pick the matching framework (ASPIC+, Carneades, defeasible-logic, deontic-action) from the body.
  3. Apply the framework; document the argument structure + defeaters.
  4. Hand off: to @ai-causal-deontic for deontic-logic encoding, to @lean-applied-reasoning for Lean formalisation, to @lean-zettelkasten.

Recovery & STOP

  • STOP if the question is about pure deontic logic — delegate to @ai-causal-deontic.
  • STOP if the legal regime is jurisdiction-specific and not in the body — escalate to @research-council.
  • STOP if security/privacy policy dominates — delegate to @applied-data-information-security.

Handoffs

  • Predecessors: agent:gateway, skill:lean-research.
  • Successors: skill:lean-applied-reasoning, skill:ai-causal-deontic, skill:lean-knowledge-formalization.

Detailed reference

Full content for applied-legal-reasoning lives in references/applied-legal-reasoning-handbook.md. Load that file when the skill is convened; the SKILL.md only carries the dispatch contract and the parts index.

SectionTopic
Part 1Legal Reasoning Paradigms
Part 2Argumentation Frameworks
Part 3Defeasible Legal Rules
Part 4Statutory Interpretation
Part 5Case-Based Reasoning (CBR)
Part 6Regulatory Compliance Formalization
Part 7AI & Legal Reasoning
Part 8Cross-References

See also

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