← All skills

tooluniverse-immunotherapy-response-prediction

100 / 100 · Low risk

Fine to try.

By lilinji/GeneTind-Life-Skills (GitHub) · other · 17 stars · scanned at commit 908229c

Predict patient response to immune checkpoint inhibitors (ICIs) using multi-biomarker integration. Given a cancer type, somatic mutations, and optional biomarkers (TMB, PD-L1, MSI status), performs systematic analysis across 11 phases covering TMB classification, neoantigen burden estimation, MSI/MMR assessment, PD-L1 evaluation, immune microenvironment profiling, mutation-based resistance/sensitivity prediction, clinical evidence retrieval, and multi-biomarker score integration. Generates a qu…

Works with any agent that supports SKILL.md skills.

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/'tooluniverse-immunotherapy-response-prediction' ] || [ -L ~/.agents/skills/'tooluniverse-immunotherapy-response-prediction' ]; then echo 'A skill folder named tooluniverse-immunotherapy-response-prediction already exists — not replacing it' >&2; false; else d=$(mktemp -d) && git clone --quiet --filter=blob:none --no-checkout 'https://github.com/lilinji/GeneTind-Life-Skills' "$d" && git -C "$d" checkout --quiet '908229c955510a1841b216e8bf58f6b22818d4dc' -- 'skills/tooluniverse-immunotherapy-response-prediction' && mkdir -p ~/.agents/skills && cp -R "$d"/'skills/tooluniverse-immunotherapy-response-prediction' ~/.agents/skills/'tooluniverse-immunotherapy-response-prediction' && 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/'tooluniverse-immunotherapy-response-prediction' ~/.claude/skills/'tooluniverse-immunotherapy-response-prediction' (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 lilinji/GeneTind-Life-Skills shows the score of its lowest-scoring skill.

[![SkillTrust](https://zalavijaysinh.github.io/skilltrust/badges/lilinji/GeneTind-Life-Skills.svg)](https://zalavijaysinh.github.io/skilltrust/repos/lilinji/GeneTind-Life-Skills/)

Score history