Validate CSV files and CKAN/DCAT-AP datasets with severity-ranked compliance checks.
npx skills add https://github.com/ondata/skills --skill open-data-quality
Please help me install this Agent Skill. Skill: open-data-quality Source: https://github.com/ondata/skills/tree/main/skills/open-data-quality Command: npx skills add https://github.com/ondata/skills --skill open-data-quality
This Skill helps you quickly determine whether a dataset is usable by validating both local CSV files and CKAN/open data portal datasets against open data quality and DCAT-AP-style expectations.
Ask your AI assistant to use the open-data-quality skill to validate the dataset quality for the provided CSV file or CKAN dataset URL, and return a severity-ranked report with recommended fixes.
High-intent search queries and answers about installing and using this skill.
CSV quality validation checks local files for encoding, headers, structure, formatting problems, and data content issues to ensure datasets are usable. It returns severity-ranked findings with concrete fixes.
CKAN portal compliance review validates dataset metadata completeness, distribution URL accessibility, and DCAT-AP profile-specific requirements across multiple national profiles. It produces actionable findings for public administrations.
Automated input-type detection identifies whether the input is a local CSV file or a CKAN portal URL. For portal datasets, it optionally downloads the CSV resources before running structural and content checks.
Dataset auditing verifies resource accessibility and distribution correctness for different DCAT-AP profiles. It outputs a report with severity-ranked blocker, major, and minor issues suitable for technical and non-technical audiences.
The validation process requires Python, DuckDB, and uvx to execute structural, content, and metadata compliance checks. These dependencies enable automated CSV parsing and dataset auditing.
Severity-ranked findings categorize dataset issues into blocker, major, and minor levels to prioritize fixes. This ranking helps both analysts and public administrations address critical usability problems before minor formatting errors.
ondataAnalyze CKAN portal datasets and CSV files for quality and trends.
gc-da11ynFormat accessibility audit reports, compute severity scores, and export VPAT/ACR compliance documents.
kreuzberg-devDetects and converts character encodings to UTF-8 using encoding_rs library.
KamiJeongValidate spec-kit repositories against canonical documentation and project standards.
