pitcany

Stat Review — AI skill for Claude Code

AI community

Full statistical review of an analysis, model, notebook, query, or diff — establishes estimand, unit, and decision-time information before critiquing method, then routes to the specialist skill.

How to install Stat Review

Installs to ~/.claude/skills/pitcany-statistical-agent-skills-stat-review/SKILL.md

Terminal

mkdir -p ~/.claude/skills/pitcany-statistical-agent-skills-stat-review && curl -fsSL https://raw.githubusercontent.com/pitcany/statistical-agent-skills/HEAD/commands/stat-review.md -o ~/.claude/skills/pitcany-statistical-agent-skills-stat-review/SKILL.md

Restart Claude Code, or start a new session, for it to be picked up.

What Stat Review does

description: Full statistical review of an analysis, model, notebook, query, or diff — establishes estimand, unit, and decision-time information before critiquing method, then routes to the specialist skill.

Statistical review

Target: $ARGUMENTS

What to do

Resolve the target.
- If $ARGUMENTS names a path, review that path.
- If it names a PR or commit, review that diff.
- If empty, review uncommitted changes (git diff + git diff --staged); if the worki

Alternatives in AI

Bmad Method — Breakthrough Method for Agile Ai Driven Development 42712 382 2 42.9k ★
09 Query Engine — Prompt 09: Get the QueryEngine (Core LLM Loop) Functional 2.3k ★
Wiki Query — Query the LLM Wiki and synthesize an answer 2.3k ★