audit-sampling-calculator
Statistical and non-statistical audit sampling skill with sample size determination and evaluation
npx skills add a5c-ai/babysitter --skill audit-sampling-calculator --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.
# Audit Sampling Calculator ## Overview The Audit Sampling Calculator skill provides comprehensive audit sampling capabilities for both statistical and non-statistical approaches. It supports sample size determination, selection, and evaluation across various audit contexts. ## Capabilities ### Attribute Sampling - Sample size calculation - Expected error rate input - Tolerable deviation rate - Confidence level selection - Upper error limit calculation - Pass/fail evaluation ### Monetary Unit Sampling (MUS) - Population stratification - Sampling interval calculation - Selection methodology - Projected error calculation - Upper error bound - Tainting analysis ### Classical Variables Sampling - Mean-per-unit estimation - Difference estimation - Ratio estimation - Standard deviation calculation - Precision determination - Confidence interval ### Sample Size Calculation - Risk model inputs - Tolerable misstatement - Expected misstatement - Confidence factors - Population characteristics - Prior year results ### Projection of Errors - Known error projection - Likely error calculation - Sampling risk assessment - Anomalous error treatment - Extrapolation methods - Documentation requireme
- Overview
- Capabilities
- Attribute Sampling
- Monetary Unit Sampling (MUS)
- Classical Variables Sampling
- Sample Size Calculation
- Projection of Errors
- Confidence Level Analysis
- Usage
- Substantive Testing Sample
- Control Testing Sample
- Integration
- Used By Processes
- Tools and Libraries
What does the audit-sampling-calculator skill do?
Statistical and non-statistical audit sampling skill with sample size determination and evaluation
How do I install it?
Run `npx skills add a5c-ai/babysitter --skill audit-sampling-calculator --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 a5c-ai/babysitter, a repository with 1,642 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.