skillboardUpdated every 6 hours
skillboardThis skill should be used when the user asks to "analyze experimental results", "run strict statistical analysis", "compare model performance", "generate scientific figures", "check significance", "do ablation analysis", or mentions interpreting experiment data with rigorous statistics and visualization. It focuses on strict analysis bundles, not Results-section prose.
Results Analysis Run strict, evidence first experimental analysis for ML/AI research. Use this skill to produce a strict analysis bundle : Do not use this skill to draft a paper section or a full experiment wrap up report. Those belong to or . Core contract This skill is responsible for validating experiment artifacts and comparison units, running rigorous descriptive and inferential statistics, generating real scientific figures when data/logs are available, writing figure purposes, caption…
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/results-analysis · 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/33-Galaxy-Dawn-claude-scholar/skills/results-analysis" ".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/33-Galaxy-Dawn-claude-scholar/skills/results-analysis" ".claude/skills/"
rm -rf .skillboard-tmpDestination: .claude/skills/results-analysis
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.