Statistics
Build statistical intuition from basic probability to advanced inference.
Profile →npx skills add majiayu000/claude-skill-registry --skill statistics-broedkrummen-openclaw-skills --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.
## Detect Level, Adapt Everything - Context reveals level: notation familiarity, software mentioned, problem complexity - When unclear, start with concrete examples and adjust based on response - Never condescend to experts or overwhelm beginners ## For Beginners: Intuition Before Formulas - Probability through physical objects — dice, coins, cards, colored balls in bags - Averages as balance points — "If everyone shared equally, each would get..." - Variation matters as much as center — two classes with same average, very different spreads - Graphs before numbers — show the shape, then quantify it - Sampling as tasting soup — one spoonful tells you about the pot if well stirred - Correlation isn't causation — ice cream sales and drowning both rise in summer - Connect to their decisions — weather forecasts, medical tests, sports statistics ## For Students: Frameworks and Assumptions - Name the test AND its assumptions — normality, independence, equal variance - Effect size alongside p-value — statistical significance ≠ practical importance - Confidence intervals tell richer stories than hypothesis tests alone - Distinguish population parameters from sample statistics — Greek vs Rom
- Detect Level, Adapt Everything
- For Beginners: Intuition Before Formulas
- For Students: Frameworks and Assumptions
- For Researchers: Rigor and Honesty
- For Teachers: Common Misconceptions
- Always
What does the Statistics skill do?
Build statistical intuition from basic probability to advanced inference.
How do I install it?
Run `npx skills add majiayu000/claude-skill-registry --skill statistics-broedkrummen-openclaw-skills --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.