seabbs

Stats Review — Development skill for Claude Code

Development community

Review statistical analysis code against the analysis plan: $ARGUMENTS.

How to install Stats Review

Installs to ~/.claude/skills/seabbs-claude-stats-review/SKILL.md

Terminal

mkdir -p ~/.claude/skills/seabbs-claude-stats-review && curl -fsSL https://raw.githubusercontent.com/seabbs/claude/HEAD/commands/stats-review.md -o ~/.claude/skills/seabbs-claude-stats-review/SKILL.md

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

What Stats Review does

argument-hint: [analysis-plan-or-section]

Review statistical analysis code against the analysis plan: $ARGUMENTS

Review changes (PR diff or uncommitted modifications)
Locate the analysis plan, paper skeleton, or protocol in the project
Cross-reference: verify methods, variables, model specs, and output formats match the plan
Run the analysis in test mode if available, check outputs are sensible
Report alignment status, discrepancies, and specific recommendations

Alternatives in Development

Review Resume — PM resume review against 10 best practices including XYZ+S formula 7.8k ★
Sniffly — Claude Code dashboard with usage stats, error analysis, and sharable feature 1.2k ★
Compass Planner — Use the @compass-planner agent to help the user create a work plan for the following: $ARGUMENTS 523 ★