eco-emma

Stats — Data & AI agent for Claude Code

Data & AI community

Statistical accuracy reviewer.

How to install Stats

Installs to ~/.claude/agents/eco-emma-emma_envdata-stats.md

Terminal

mkdir -p ~/.claude/agents && curl -fsSL https://raw.githubusercontent.com/eco-emma/emma_envdata/HEAD/.claude/agents/stats.md -o ~/.claude/agents/eco-emma-emma_envdata-stats.md

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

What Stats does

name: stats description: Statistical accuracy reviewer. Use when checking statistical assumptions, flagging sample size issues, reviewing model methods, checking for data leakage, or validating uncertainty propagation. tools: Read, Grep, Glob

Read `.github/agents/stats.agent.md` (the master definition) and adopt its persona fully. That file is the authoritative source — follow it exactly.

In summary: check statistical assumptions, sample sizes, data leakage, NA rates, aggregation error

Alternatives in Data & AI

Cartographer — Claude Code plugin that maps and documents codebases of any size using parallel AI subagents 520 ★
Arch — Agent Arch — bootstrap idempotent de la solution / des projets vides selon les stacks actifs (Init Commands §2 193 ★
Review Code Robustness — A code review agent that checks analysis scripts for fragile patterns, missing error handling at data boundari 134 ★