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contribution-analysis

100 / 100 · Low risk

Fine to try.

By benchflow-ai/benchflow (GitHub) · other · 367 stars · scanned at commit 21a79b5

Calculate the relative contribution of different factors to a response variable using R² decomposition. Use when you need to quantify how much each factor explains the variance of an outcome.

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/'contribution-analysis' ] || [ -L ~/.agents/skills/'contribution-analysis' ]; then echo 'A skill folder named contribution-analysis already exists — not replacing it' >&2; false; else d=$(mktemp -d) && git clone --quiet --filter=blob:none --no-checkout 'https://github.com/benchflow-ai/benchflow' "$d" && git -C "$d" checkout --quiet '21a79b5168bdf125c45b3119252ae89149164844' -- 'tests/fixtures/skillsbench_slice/lake-warming-attribution/environment/skills/contribution-analysis' && mkdir -p ~/.agents/skills && cp -R "$d"/'tests/fixtures/skillsbench_slice/lake-warming-attribution/environment/skills/contribution-analysis' ~/.agents/skills/'contribution-analysis' && 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/'contribution-analysis' ~/.claude/skills/'contribution-analysis' (other agents: ~/.cursor/skills, ~/.copilot/skills, ~/.gemini/skills, ~/.gemini/config/skills, ~/.config/opencode/skills). Or install through the finder skill, which does both.

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Score history

DateVersionScore
2026-11-1321a79b5100