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uig

100 / 100 · Low risk

Fine to try.

By Calibre-Labs/reforge-ai-evals (GitHub) · coding · 98 stars · scanned at commit 92afb10

Build a User Input Grid (UIG) for an AI product or feature, evaluate existing eval datasets against it, and propose new inputs to fill coverage gaps. Use this skill whenever someone asks to design an eval framework, audit a test set, build a "user input grid", "synthetic query matrix" or "SQM", improve dataset coverage, or assess whether their offline evals reflect what real users will actually send. Also trigger when they share a product domain + sample dataset and want to know what the datase…

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/'uig' ] || [ -L ~/.agents/skills/'uig' ]; then echo 'A skill folder named uig already exists — not replacing it' >&2; false; else d=$(mktemp -d) && git clone --quiet --filter=blob:none --no-checkout 'https://github.com/Calibre-Labs/reforge-ai-evals' "$d" && git -C "$d" checkout --quiet '92afb10f9a692da088134b6d27841f92318aa211' -- 'skills/uig' && mkdir -p ~/.agents/skills && cp -R "$d"/'skills/uig' ~/.agents/skills/'uig' && 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/'uig' ~/.claude/skills/'uig' (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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