Free SKILL.md scraped from GitHub. Clone the repo or copy the file directly into your Claude Code skills directory.
npx versuz@latest install a5c-ai-babysitter-library-specializations-domains-science-physics-skills-iminuit-sgit clone https://github.com/a5c-ai/babysitter.gitcp babysitter/SKILL.MD ~/.claude/skills/a5c-ai-babysitter-library-specializations-domains-science-physics-skills-iminuit-s/SKILL.md--- name: iminuit-statistical-fitter description: iminuit statistical fitting skill for physics data analysis with proper error handling and profile likelihood allowed-tools: - Bash - Read - Write - Edit - Glob - Grep metadata: specialization: physics domain: science category: data-analysis phase: 6 --- # iminuit Statistical Fitter ## Purpose Provides expert guidance on iminuit for statistical fitting in physics, including proper error estimation and profile likelihood calculations. ## Capabilities - MINUIT minimization algorithms - HESSE error matrix calculation - MINOS asymmetric error estimation - Profile likelihood computation - Constrained fitting - Simultaneous fit orchestration ## Usage Guidelines 1. **Model Definition**: Define cost function for minimization 2. **Minimization**: Run MIGRAD for parameter estimation 3. **Error Analysis**: Use HESSE and MINOS for uncertainties 4. **Profile Likelihood**: Compute profile likelihood for parameters 5. **Simultaneous Fits**: Combine multiple datasets in fits ## Tools/Libraries - iminuit - probfit - zfit