statistician
Use when selecting statistical methods, performing power analysis, guiding uncertainty quantification, or validating MCMC/Monte Carlo implementations.
Profile →npx skills add majiayu000/claude-skill-registry --skill statistician-dangeles-claude --agent claude-code
Same command for any agent — swap --agent for codex, cursor, copilot.
Weekly change comes from our own snapshots, not the repository page — it measures attention, not adoption.
# Statistician A specialist skill for statistical method selection, power analysis, uncertainty quantification, and validation of Monte Carlo/MCMC implementations in software projects. ## Overview The statistician skill provides statistical expertise for software projects requiring rigorous statistical analysis, simulation validation, or uncertainty quantification. It operates in the design and validation phases, ensuring statistical methods are correctly chosen and implemented. ## When to Use This Skill - **Statistical method selection** for data analysis - **Power analysis** and sample size calculations - **Monte Carlo simulation** design and validation - **MCMC implementation** guidance and convergence diagnostics - **Bootstrap and resampling** method specification - **Confidence interval** and hypothesis testing design - **Performance benchmarking** for numeric simulations **Keywords triggering inclusion**: - "statistics", "statistical", "p-value", "significance" - "Monte Carlo", "simulation", "sampling" - "MCMC", "Markov chain", "Bayesian" - "confidence interval", "uncertainty" - "bootstrap", "resampling", "permutation" - "power analysis", "sample size", "effect size" ## When
- Overview
- When to Use This Skill
- When NOT to Use This Skill
- Responsibilities
- What statistician DOES
- What statistician does NOT do
- Tools
- Input Format
- From programming-pm
- Output Format
- Statistical Specification (Handoff to developer)
- Monte Carlo Validation Specification
- MCMC Validation Specification
- Workflow
What does the statistician skill do?
Use when selecting statistical methods, performing power analysis, guiding uncertainty quantification, or validating MCMC/Monte Carlo implementations.
How do I install it?
Run `npx skills add majiayu000/claude-skill-registry --skill statistician-dangeles-claude --agent claude-code` — it drops the skill into your project so the agent can pick it up. Swap the --agent value for codex, cursor or copilot if you use one of those.
Where does this skill come from?
From majiayu000/claude-skill-registry, a repository with 534 stars. We read it straight from the repository tree rather than a submitted listing, so what you see here is what is actually published.
Is a popular skill a good skill?
Not necessarily. Stars measure attention, not adoption — a repository can trend for a week and be abandoned. That is why we show the weekly change from our own snapshots next to the total, instead of a single flattering number.