Learning-Bayesian-Statistics/baygent-skills
Instructions file
Instructions for Learning-Bayesian-Statistics/baygent-skills, covering claude.md, project overview, repo structure, development conventions and python environment.
Learning-Bayesian-Statistics/baygent-skills
Skill Claude CodeCodex
Every amortized Bayesian analysis follows this sequence. Do not skip steps — especially simulator validation and model criticism.
Learning-Bayesian-Statistics/baygent-skills
Skill Claude CodeCodex
Every Bayesian analysis follows this sequence. Do not skip steps -- especially model criticism.
Learning-Bayesian-Statistics/baygent-skills
Skill Claude CodeCodex
Production-grade Bayesian causal inference with PyMC, CausalPy, and DoWhy. Enforces DAG-first thinking, mandatory user checkpoints for assumptions, design-specific refutation, and defensible reporting with causal language guardrails. Trigger on: causal inference, causal effect estimation, treatment effects…