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analyze-data-quality

100 / 100 · Low risk

Fine to try.

By asgeirtj/system_prompts_leaks (GitHub) · coding · 71,116 stars · scanned at commit fc0108f

Investigate whether structured datasets and query results are trustworthy enough to use. Use for underlying data-quality risks such as freshness, grain, missingness, duplicates, broken joins, schema drift, and conflicting source results.

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/'analyze-data-quality' ] || [ -L ~/.agents/skills/'analyze-data-quality' ]; then echo 'A skill folder named analyze-data-quality already exists — not replacing it' >&2; false; else d=$(mktemp -d) && git clone --quiet --filter=blob:none --no-checkout 'https://github.com/asgeirtj/system_prompts_leaks' "$d" && git -C "$d" checkout --quiet 'fc0108f594b63bca905f2c4815aaef430d13bd68' -- 'OpenAI/Codex/plugins/data-analytics/skills/analyze-data-quality' && mkdir -p ~/.agents/skills && cp -R "$d"/'OpenAI/Codex/plugins/data-analytics/skills/analyze-data-quality' ~/.agents/skills/'analyze-data-quality' && 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/'analyze-data-quality' ~/.claude/skills/'analyze-data-quality' (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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