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validating-models-and-claims

100 / 100 · Low risk

Fine to try.

By aiopshwang/data-analysis-ml-agent-skills (GitHub) · data · 21 stars · scanned at commit 82a1dc2

Validate trained models and analytical claims against their intended decision, independent evidence, and human-reviewed ground truth. Use when reviewing model performance, analysis conclusions, launch claims, or evaluation reports; use failure diagnosis instead when the main task is locating a known defect.

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/'validating-models-and-claims' ] || [ -L ~/.agents/skills/'validating-models-and-claims' ]; then echo 'A skill folder named validating-models-and-claims already exists — not replacing it' >&2; false; else d=$(mktemp -d) && git clone --quiet --filter=blob:none --no-checkout 'https://github.com/aiopshwang/data-analysis-ml-agent-skills' "$d" && git -C "$d" checkout --quiet '82a1dc2c7a9f40a052b20f32dcb805d86132f29b' -- 'skills/validating-models-and-claims' && mkdir -p ~/.agents/skills && cp -R "$d"/'skills/validating-models-and-claims' ~/.agents/skills/'validating-models-and-claims' && 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/'validating-models-and-claims' ~/.claude/skills/'validating-models-and-claims' (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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