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skillboardUniversal 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
Universal Meta Analysis Codebook Version : 2.2 Status : Production Codex Review : APPROVE WITH MINOR CHANGES (2026 01 26) Update : Context specific extensions (2026 01 26) Purpose A universal, AI Human collaboration codebook for meta analysis that enables: 1. AI extraction from PDFs (RAG/OCR) with confidence tracking 2. Human verification of AI extracted values 3. 100% human verified data through structured workflow 4. Integration with Diverga C5/C6/C7 agents and Category I pipeline 5. Context…
Full body not shown for this license – view the source on GitHub →Copy a source-pinned command for your client. You run it yourself.
Destination: .claude/skills/universal-ma-codebook · pinned to the source commit
# Run from your project root
git clone https://github.com/brycewang-stanford/Auto-Empirical-Research-Skills.git .skillboard-tmp
git -C .skillboard-tmp checkout 692e9fa3fea40bbdf614584d461851f8fb968ac2
mkdir -p ".claude/skills"
cp -r ".skillboard-tmp/skills/25-HosungYou-Diverga/skills/universal-ma-codebook" ".claude/skills/"
rm -rf .skillboard-tmpReview the source before running. This copies files into your project; it is not a one-click install and does not verify runtime safety.
sudo apt update && sudo apt install -y gitnpm install -g @anthropic-ai/claude-code# Run from your project root
git clone https://github.com/brycewang-stanford/Auto-Empirical-Research-Skills.git .skillboard-tmp
git -C .skillboard-tmp checkout 692e9fa3fea40bbdf614584d461851f8fb968ac2
mkdir -p ".claude/skills"
cp -r ".skillboard-tmp/skills/25-HosungYou-Diverga/skills/universal-ma-codebook" ".claude/skills/"
rm -rf .skillboard-tmpDestination: .claude/skills/universal-ma-codebook
Scanner static-checks@0.1.0 · commit 692e9fa3fea4. Static checks cannot prove runtime safety – review the source and the exact diff before installing. How checks work.
No static rules matched. This is not a safety guarantee.