Claude Code Skills·Claude Skills·The open SKILL.md registry for Claude
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Open Data Quality

Category: Product  ·  Sub-category: accessibility  ·  Last updated:
Comprehensive open data quality validator for two audiences: data analysts who need to assess whether a dataset is ready to use, and public administrations who want to self-evaluate their published data. Automatically adapts based on input type: (A) local CSV file only — performs file-level structural and content checks; (B) CKAN/open data portal dataset — adds metadata completeness, resource accessibility, URL reachability, and DCAT-AP compliance (supports all national profiles: DCAT-AP 2.x baseline, IT, BE, NL, DE, FR, UK, ES, and others). Always use this skill when the user mentions: data quality, validate dataset, check CSV, open data compliance, metadata audit, CKAN dataset review, \"is this data usable?\", or whenever a CSV file or CKAN dataset ID/URL is provided for quality assessment. Produces severity-ranked reports (blocker / major / minor) with concrete fixes, quality score, and a plain-language summary for non-technical stakeholders.
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What this skill does

Open Data Quality is a community-contributed Claude Code skill in the accessibility sub-category. It ships as a SKILL.md file that Claude Code auto-discovers under ~/.claude/skills/open-data-quality/ and loads when your prompt matches the skill's trigger.

Who uses this skill

The Open Data Quality Claude Code skill is built for product managers, product designers, and cross-functional teams planning, shipping, and measuring product features. It's part of ClaudSkills (also referred to as Claude Skills or Claude Code Skills) — the open community-curated registry of 146,000+ SKILL.md files for Anthropic's Claude Code agent and the wider Claude ecosystem (Claude API, Claude Agent SDK).

How to install

Free

Manual install (2 steps)

mkdir -p ~/.claude/skills/open-data-quality
curl -L https://claudskills.com/skills/open-data-quality/SKILL.md \
  -o ~/.claude/skills/open-data-quality/SKILL.md

Or just download SKILL.md directly and drop it into ~/.claude/skills/open-data-quality/. Claude Code auto-discovers it on next session.

Skills live at ~/.claude/skills/open-data-quality/SKILL.md on macOS/Linux, or %USERPROFILE%\.claude\skills\open-data-quality\SKILL.md on Windows. See the full install guide for step-by-step instructions.

Telegram

📱 Install from your phone or desktop Telegram

Open @claudskills_bot on Telegram, tap Open Desktop App, and the desktop app installs this skill for you. Or share the bot link with a colleague — they get the same one-tap install. Learn more →

Pro

One-click install via the desktop app

The ClaudSkills desktop app installs any skill directly into ~/.claude/skills/ with one click — no terminal required. Pro starts at $9/mo or $149 lifetime.

Pro

For the full experience including quality scoring and one-click install features for each skill — upgrade to Pro.

Frequently asked questions

How do I install the Open Data Quality Claude Code skill?
Install via the ClaudSkills desktop app (one click) or copy SKILL.md from the source repository to ~/.claude/skills/open-data-quality/SKILL.md and restart Claude Code. Both flows are detailed at claudskills.com/install/.
What does the Open Data Quality skill do?
Comprehensive open data quality validator for two audiences: data analysts who need to assess whether a dataset is ready to use, and public administrations who want to self-evaluate their published data. Automatically adapts based on input type: (A) local CSV file only — performs file-level structural and content checks; (B) CKAN/open data portal dataset — adds metadata completeness, resource accessibility, URL reachability, and DCAT-AP compliance (supports all national profiles: DCAT-AP 2.x baseline, IT, BE, NL, DE, FR, UK, ES, and others). Always use this skill when the user mentions: data quality, validate dataset, check CSV, open data compliance, metadata audit, CKAN dataset review, \"is this data usable?\", or whenever a CSV file or CKAN dataset ID/URL is provided for quality assessment. Produces severity-ranked reports (blocker / major / minor) with concrete fixes, quality score, and a plain-language summary for non-technical stakeholders.
Is this skill free to install?
Yes. ClaudSkills is an open registry — every skill keeps its source repository's license, and manual install via copy is free. ClaudSkills Pro ($9/mo, $79/yr, or $149 one-time) adds one-click install via the desktop app and a multi-signal Quality Score.
When should I use the Open Data Quality skill?
Use Open Data Quality when your Claude Code task falls under the Product category — specifically in the accessibility area. Claude Code auto-discovers installed skills and invokes the right one based on the task description, so you can also ask Claude directly (e.g. "use Open Data Quality" or describe the task and let Claude pick). Browse related skills at /category/product/.
What is a Claude Code skill and how does the Open Data Quality skill fit in?
A Claude Code skill is a SKILL.md file that lives under ~/.claude/skills/<name>/ and tells the Claude Code CLI agent how to perform a specific task (instructions, prompts, allowed tools). Skills are auto-discovered at session start. Open Data Quality is one of 67,000+ skills indexed in the open ClaudSkills catalog, classified under the Product category. Learn more at /learn/what-is-a-claude-skill/.

Attribution & license

Cite this skill

If you reference this skill in a blog post, paper, or documentation, you can cite it as:

APA
ondata. (2026). Open Data Quality [Claude Code skill]. ClaudSkills. https://claudskills.com/skills/open-data-quality/
BibTeX
@misc{open-data-quality-2026,
  author    = {ondata},
  title     = {Open Data Quality [Claude Code skill]},
  year      = {2026},
  publisher = {ClaudSkills},
  url       = {https://claudskills.com/skills/open-data-quality/}
}

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Security scan

Grade A · scanned 2026-07-06 — free static scan against the OWASP Agentic Skills Top 10.

The scan flagged 1 of 10 categories (supply-chain), including a high-severity pattern. Patterns shown inside code fences are weighted as examples rather than instructions — read the grading methodology for what this does and does not guarantee.

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