data-warehouse-experimentation
rampstackco/claude-skillsRunning experiments out of the data warehouse instead of via dedicated experiment platforms. SQL-based assignment, exposure logging discipline, metric…
Scores out of 100 · grade A
2026-08-13Works
40% of the score100/100
- Loads cleanly: valid frontmatter, required fields present, no dangling references.
Maintained
25% of the score100/100
- no commits in the last 12 weeks
Adopted
20% of the score37/100
- 538 stars on the source repo.
Documented
15% of the score90/100
- 3,751 words with worked examples.
- Ships 8 bundled files.
Install
npx skills add rampstackco/claude-skills/data-warehouse-experimentationWhat it says it does
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.
Also in rampstackco/claude-skills
| Artifact | Score | What the check found | Type | Reach | Last commit |
|---|---|---|---|---|---|
| email-deliverabilityrampstackco/claude-skills | clean | Skill | 538 stars | 3 days ago | |
| journey-mappingrampstackco/claude-skills | clean | Skill | 538 stars | 3 days ago | |
| stakeholder-communicationrampstackco/claude-skills | clean | Skill | 538 stars | 3 days ago | |
| after-action-reportrampstackco/claude-skills | clean | Skill | 538 stars | 3 days ago | |
| analytics-strategyrampstackco/claude-skills | clean | Skill | 538 stars | 3 days ago | |
| content-and-copyrampstackco/claude-skills | clean | Skill | 538 stars | 3 days ago |
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