universal-ma-codebook
95 / 100 · Low risk
Fine to try.
Universal Meta-Analysis Codebook v2.2 - AI-Human collaboration for meta-analysis data extraction. 4-layer design: Identifiers, Statistics, AI Provenance, Human Verification. Integrates with C5/C6/C7 agents and Category I systematic review pipeline. Triggers: meta-analysis, codebook, data extraction, Hedges g, effect size
What this skill can do
Runs commands on your computer
Install
Paste this into your terminal. It downloads exactly the version we scanned, not whatever is newest.
if [ -e ~/.agents/skills/'universal-ma-codebook' ] || [ -L ~/.agents/skills/'universal-ma-codebook' ]; then echo 'A skill folder named universal-ma-codebook already exists — not replacing it' >&2; false; else d=$(mktemp -d) && git clone --quiet --filter=blob:none --no-checkout 'https://github.com/brycewang-stanford/Auto-Empirical-Research-Skills' "$d" && git -C "$d" checkout --quiet '8684584e7d1127940f018157d2c579974fae8f79' -- 'skills/25-HosungYou-Diverga/skills/universal-ma-codebook' && mkdir -p ~/.agents/skills && cp -R "$d"/'skills/25-HosungYou-Diverga/skills/universal-ma-codebook' ~/.agents/skills/'universal-ma-codebook' && rm -rf "$d"; fi
Codex reads ~/.agents/skills directly. For Claude Code, Cursor, Copilot, Gemini CLI, Antigravity or OpenCode, also link it. For Claude Code: ln -s ~/.agents/skills/'universal-ma-codebook' ~/.claude/skills/'universal-ma-codebook' (other agents: ~/.cursor/skills, ~/.copilot/skills, ~/.gemini/skills, ~/.gemini/config/skills, ~/.config/opencode/skills). Or install through the finder skill, which does both.
Badge for your README
[](https://zalavijaysinh.github.io/skilltrust/repos/brycewang-stanford/Auto-Empirical-Research-Skills/)
Score history
| Date | Version | Score |
|---|---|---|
| 2026-11-10 | 8684584 | 95 |
| 2026-11-08 | bfa0a6e | 95 |
| 2026-11-07 | bfa0a6e | 95 |