tooluniverse-statistical-modeling
tooluniverse-statistical-modeling is a Statistical modelling skill for AI agents, published by FreedomIntelligence in the OpenClaw-Medical-Skills repository on GitHub. Skillspace rates tooluniverse-statistical-modeling C (77/100) and it passed the safety scan; a judge model has also reviewed it.
Perform statistical modeling and regression analysis on biomedical datasets. Supports linear regression, logistic regression (binary/ordinal/multinomial), mixed-effects models, Cox proportional hazards survival analysis, Kaplan-Meier estimation, and comprehensive model diagnostics. Extracts odds ratios, hazard ratios, confidence intervals, p-values, and effect sizes. Designed to solve BixBench statistical reasoning questions involving clinical/experimental data. Use when asked to fit regression models, compute odds ratios, perform survival analysis, run statistical tests, or interpret model coefficients from provided data.
- Grade
- C
- Quality
- 77 / 100
- Safety
- Passed
- GitHub stars
- 2,848
Placed #3 of 6 in the judged category final for Statistical modelling.
This rating describes the version of the repository we crawled; it may have changed since, so go by its current files.
Our review
- Architecture
- 93 / 100
- Maturity
- Structured: ships references or scripts
- Security scan
- No issues found
- License
- Not declared. Check the repository before reusing it.
- Adoption
- Adopted by 3 other repositories, in 11 collections
- Scope
- Portable: works in any project. General biomedical statistical modeling methods; no repo-specific dependency
Judge review
Placed #3 of 6 in the judged category final for Statistical modelling.
- Trigger
82 82 - Instructions
85 85 - Specificity
88 88 - Safety
85 85 - Disclosure
70 70 - Maintenance
80 80
A documented real mistake (outcome-variable confusion in a named benchmark case) is a rare, concrete signal that this skill was debugged against actual failures.
Not checked yet
- No blind task eval yet
- Sibling files (scripts, references) not fetched; security scan covers SKILL.md only
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