Individual skill
senior-data-scientist
World-class data science skill for statistical modeling, experimentation, causal inference, and advanced analytics. Expertise in Python (NumPy, Pandas, Scikit-learn), R, SQL, statistical methods, A/B testing, time series, and business intelligence. Includes experiment design, feature engineering, model evaluation, and stakeholder communication. Use when designing experiments, building predictive models, performing causal analysis, or driving data-driven decisions.
tests/ext_conformance/artifacts/templates-davila7/cli-tool/components/skills/development/senior-data-scientist/SKILL.md
Source commit a177737d6df6a543d21d3b7ee6163ec715d24aa8
What was checked
- Matches the observed repository HEAD
- Yes
- Scanner rules are current
- No
- Repository scan complete
- No
- Skill scan complete
- No
- Observed behavior
- Not checked yet
- Last checked
- Nov 8, 2026
These are observations at the recorded commit, not a guarantee of safety. Review the source before running it.
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Repository context
- Repository stars (not skill ratings)
- 1,970
- Repository last updated
- Nov 7, 2026
- License
- NOASSERTION
Observed agent integration: No specific integration evidence. Standard SKILL.md installation does not imply verified compatibility.
- ai-agents Repository topic
- cli Repository topic
- developer-tools Repository topic
- rust Repository topic
- data Derived category
- engineering Derived category
- design Derived category
- testing Derived category
- data-databases Derived category
Files and excerpt
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Browse files
SKILL.mdcore · 5,630 bytesSKILL.mdcore · 5,630 bytesSKILL.mdcore · 5,630 bytesSKILL.mdcore · 5,630 bytesSKILL.mdcore · 5,630 bytesSKILL.mdcore · 5,630 bytesreferences/experiment_design_frameworks.mddoc · 1,435 bytesreferences/feature_engineering_patterns.mddoc · 1,435 bytesreferences/statistical_methods_advanced.mddoc · 1,435 bytesscripts/experiment_designer.pyruns · 2,784 bytesscripts/feature_engineering_pipeline.pyruns · 2,827 bytesscripts/model_evaluation_suite.pyruns · 2,797 bytes
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