zamushwani

Fit Dose Response — Data skill for Claude Code

Data community

Fit dose-response curves and compute IC50/AUC.

How to install Fit Dose Response

Installs to ~/.claude/commands/zamushwani-biomedical-ai-skills-fit-dose-response.md

Terminal

mkdir -p ~/.claude/commands && curl -fsSL https://raw.githubusercontent.com/zamushwani/biomedical-ai-skills/HEAD/.claude/commands/fit-dose-response.md -o ~/.claude/commands/zamushwani-biomedical-ai-skills-fit-dose-response.md

Restart Claude Code, or start a new session, for it to be picked up.

What Fit Dose Response does

description: Fit dose-response curves and compute IC50/AUC. Use when the user has viability data across drug concentrations, or asks about IC50, EC50, or drug sensitivity. argument-hint: [data-file] allowed-tools: Read Grep Glob Bash(Rscript *)

Fit dose-response curves for `$0`.

Follow the `drug-response` skill. The parts that are usually got wrong:

Report AUC, not IC50, as the primary metric. A drug that plateaus at 60% viability has no IC50 — pipelines substitute the maximu

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