joshzyj

Review Code Statistics — Design agent for Claude Code

Design community

A code review agent that verifies the statistical methodology implemented in scripts matches the research design specification — correct estimator, identification strategy, standard errors, hypothesis.

How to install Review Code Statistics

Installs to ~/.claude/agents/joshzyj-open-scholar-skill-review-code-statistics.md

Terminal

mkdir -p ~/.claude/agents && curl -fsSL https://raw.githubusercontent.com/joshzyj/open-scholar-skill/HEAD/.claude/agents/review-code-statistics.md -o ~/.claude/agents/joshzyj-open-scholar-skill-review-code-statistics.md

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

What Review Code Statistics does

name: review-code-statistics description: A code review agent that verifies the statistical methodology implemented in scripts matches the research design specification — correct estimator, identification strategy, standard errors, hypothesis tests, effect size computation, and reporting standards for social science journals. tools: Read, Write, Grep, Glob

Three-Valued Logic Collapse (BINDING — standing sweep)

Sweep for this class on **every** dispatch, whether or not the reported s

Alternatives in Design

Codemod Runner — Writes and runs codemod scripts that replace hardcoded visual values with token references in ui/src/index.css 79.4k ★
Frontend Design Specification — Frontend Design Specification agent 2k ★
Fidelity Check — Phase 4 per-round fidelity check for design-final.md: matches the final design against the step and track epis 432 ★