Formalize causal DAGs and provenance bridges in Lean 4.
npx skills add https://github.com/r-irbe/proof-skills --skill lean-causal-reasoning
Please help me install this Agent Skill. Skill: lean-causal-reasoning Source: https://github.com/r-irbe/proof-skills/tree/main/skills/lean-causal-reasoning Command: npx skills add https://github.com/r-irbe/proof-skills --skill lean-causal-reasoning
Lean Causal Reasoning Formalization enables encoding causal DAGs, knowledge-graph quality gates, and provenance bridges directly in Lean 4, aligning causal reasoning with repository-local verification pipelines.
Install this skill into your Lean 4 project and start encoding a CausalDAG with provenance bridges.
High-intent search queries and answers about installing and using this skill.
To formalize causal DAGs in Lean 4, you encode interventions, counterfactuals, effects, and acyclicity directly into Lean modules to enable repository-local verification pipelines and produce reusable formal reasoning proofs.
Knowledge-graph quality gates are formal constraints in Lean 4 that enforce typed edges, confidence thresholds, and provenance chains, ensuring knowledge representation integrations maintain strict structural integrity and verifiable audit trails.
You link causal DAGs to audit trails by building provenance bridges in Lean 4, which connect formal causal encodings directly to repository-local verification pipelines and knowledge representation integrations.
Yes, Lean 4 supports counterfactuals and causal interventions by providing formal encodings for causal links and DAG structures, allowing you to define typed edges and confidence thresholds for knowledge graphs.
Yes, this formalization approach remains fully compatible with lean-knowledge-formalization and lean-proof-review workflows, allowing you to apply RALPH-like patterns such as Review, Analyze, Lean, Present, and Harvest.
The best way to verify acyclicity is by encoding causal DAGs directly in Lean 4, which mathematically enforces acyclic structures and validates causal links through repository-local verification pipelines.
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