ds-requesting-analysis-review
CommunityGet independent checks before decisions stick.
Data & Analytics#experiment design#reproducibility#analysis review#metric validation#statistical method#decision readiness
AuthorKhodzitcky-Vl
Version1.0.0
Installs0
System Documentation
What problem does it solve?
It prevents broken or decision-inappropriate analytics from hardening into business calls by getting an independent methodological review of design, statistics, interpretation, and reproducibility.
Core Features & Use Cases
- Decision-Stage Review: Requests review when results are close to decision-ready, after major studies, or before publishing recommendations.
- Review Package Guidance: Specifies what to provide (question, unit, metrics and formulas, data windows/exclusions, validation level, notebooks/SQL, and exported outputs) so the reviewer can verify everything end to end.
- Targeted Method Checks: Drives checks for unit alignment, metric stability/invariants, randomization correctness, statistical method suitability, sensitivity to tails/outliers, and reproducibility appropriate to the validation level.
Quick Start
Ask your AI assistant to dispatch an analysis-reviewer using your notebook path, SQL/query reference, and exported result tables, including your validation level and full review package.
Dependency Matrix
Required Modules
None requiredComponents
Standard package💻 Claude Code Installation
Recommended: Let Claude install automatically. Simply copy and paste the text below to Claude Code.
Please help me install this Skill: Name: ds-requesting-analysis-review Download link: https://github.com/Khodzitcky-Vl/data-science-ai-superpowers/archive/main.zip#ds-requesting-analysis-review Please download this .zip file, extract it, and install it in the .claude/skills/ directory.
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