Hierarchical Models

benchflow-ai

Patterns for hierarchical/multilevel Bayesian models including random effects, partial pooling, and centered vs non-centered parameterizations.

Install

npx skills add benchflow-ai/skillsbench --skill hierarchical-models

npx skills add benchflow-ai/skillsbench --skill hierarchical-models -a claude-code -g

npx skills add benchflow-ai/skillsbench --skill hierarchical-models -a codex -g

gemini skills install https://github.com/benchflow-ai/skillsbench.git --path registry/terminal_bench_2.0/full_batch_reviewed/terminal_bench_2_0_bn-fit-modify/environment/skills/hierarchical-models

gh skill install benchflow-ai/skillsbench hierarchical-models

git clone --depth 1 https://github.com/benchflow-ai/skillsbench /tmp/benchflow-ai__skillsbench
mkdir -p ~/.claude/skills ~/.agents/skills
cp -R /tmp/benchflow-ai__skillsbench/registry/terminal_bench_2.0/full_batch_reviewed/terminal_bench_2_0_bn-fit-modify/environment/skills/hierarchical-models ~/.claude/skills/hierarchical-models   # Claude Code
cp -R /tmp/benchflow-ai__skillsbench/registry/terminal_bench_2.0/full_batch_reviewed/terminal_bench_2_0_bn-fit-modify/environment/skills/hierarchical-models ~/.agents/skills/hierarchical-models   # Codex, Cursor, Gemini CLI, Copilot, OpenCode

Install

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