← All skills

alterlab-multilevel-models

100 / 100 · Low risk

Fine to try.

By AlterLab-IEU/AlterLab-Academic-Skills (GitHub) · research · 87 stars · scanned at commit 3ab6d03

Fits and reports mixed-effects / multilevel / hierarchical models for clustered, nested, longitudinal, and repeated-measures data — random intercepts and slopes, variance components and the ICC, cross-level interactions, and GLMMs (logistic/Poisson) — using statsmodels MixedLM and bambi (Bayesian on PyMC) in Python, or the field-standard R lme4 / glmmTMB / brms via Rscript. It enforces the reporting items reviews find under-reported: full fixed + random specification, centering, variance compon…

Works with any agent that supports SKILL.md skills.

Partially scanned — some files couldn't be read; we'll retry on the next scan

What this skill can do

We found nothing in the files we read that matches our rules. That does not prove the skill is safe: see the limits of static scanning.

Install

Paste this into your terminal. It downloads exactly the version we scanned, not whatever is newest.

if [ -e ~/.agents/skills/'alterlab-multilevel-models' ] || [ -L ~/.agents/skills/'alterlab-multilevel-models' ]; then echo 'A skill folder named alterlab-multilevel-models already exists — not replacing it' >&2; false; else d=$(mktemp -d) && git clone --quiet --filter=blob:none --no-checkout 'https://github.com/AlterLab-IEU/AlterLab-Academic-Skills' "$d" && git -C "$d" checkout --quiet '3ab6d034385ec4fedc3f6f4099292d4e91f60300' -- 'skills/social-science-workflow/alterlab-multilevel-models' && mkdir -p ~/.agents/skills && cp -R "$d"/'skills/social-science-workflow/alterlab-multilevel-models' ~/.agents/skills/'alterlab-multilevel-models' && rm -rf "$d"; fi

Codex reads ~/.agents/skills directly. For Claude Code, Cursor, Copilot, Gemini CLI, Antigravity or OpenCode, also link it. For Claude Code: ln -s ~/.agents/skills/'alterlab-multilevel-models' ~/.claude/skills/'alterlab-multilevel-models' (other agents: ~/.cursor/skills, ~/.copilot/skills, ~/.gemini/skills, ~/.gemini/config/skills, ~/.config/opencode/skills). Or install through the finder skill, which does both.

Badge for your README

The badge for AlterLab-IEU/AlterLab-Academic-Skills shows the score of its lowest-scoring skill.

[![SkillTrust](https://zalavijaysinh.github.io/skilltrust/badges/AlterLab-IEU/AlterLab-Academic-Skills.svg)](https://zalavijaysinh.github.io/skilltrust/repos/AlterLab-IEU/AlterLab-Academic-Skills/)

Score history