ClaudSkills / Science & Research / math-stats

Data Warehouse Experimentation

Category: Science & Research  ·  Sub-category: math-stats
cloud:gcp
Running experiments out of the data warehouse instead of via dedicated experiment platforms. SQL-based assignment, exposure logging discipline, metric definitions in dbt models, statistical analysis in SQL or Python, variance reduction with CUPED, sequential testing, and the operational tradeoffs vs platforms like Statsig and Optimizely. Triggers on warehouse-native experimentation, run experiments in BigQuery, run experiments in Snowflake, dbt experiments, SQL t-test, CUPED variance reduction, exposure log, sample ratio mismatch, sequential testing, mSPRT, doubly robust estimation, build vs buy experimentation. Also triggers when the team is choosing between platform and warehouse, building warehouse-native experiment infrastructure, auditing one, or running an experiment with a custom metric the platform cannot handle.

What this skill does

Data Warehouse Experimentation is a community-contributed Claude Code skill in the math-stats sub-category. It ships as a SKILL.md file that Claude Code auto-discovers under ~/.claude/skills/data-warehouse-experimentation/ and loads when your prompt matches the skill's trigger.

Who uses this skill

The Data Warehouse Experimentation skill is built for researchers, data scientists, academics, and analysts working with complex data and scientific literature. It is part of the open ClaudSkills registry, a community-curated catalog of 56,000+ capabilities you can install for Claude Code — the Claude CLI agent.

How to install

Free

Manual install (2 steps)

mkdir -p ~/.claude/skills/data-warehouse-experimentation
curl -L https://claudskills.com/skills/data-warehouse-experimentation/SKILL.md \
  -o ~/.claude/skills/data-warehouse-experimentation/SKILL.md

Or just download SKILL.md directly and drop it into ~/.claude/skills/data-warehouse-experimentation/. Claude Code auto-discovers it on next session.

Skills live at ~/.claude/skills/data-warehouse-experimentation/SKILL.md on macOS/Linux, or %USERPROFILE%\.claude\skills\data-warehouse-experimentation\SKILL.md on Windows. See the full install guide for step-by-step instructions.

Pro

One-click install via the desktop app

The ClaudSkills desktop app installs any skill directly into ~/.claude/skills/ with one click — no terminal required. Pro starts at $9/mo or $149 lifetime.

Pro

For the full experience including quality scoring and one-click install features for each skill — upgrade to Pro.

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