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violation-report
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Stage 4 of the SHACL-for-AI-outputs flow. Turn Stage 3's structured validation results into a fix-oriented report — deterministic fixType/autoFixable tags plus LLM-enriched (or templated) issue/suggestedFix prose — so the repair stage can act on it programmatically. Use when validation reports non-conformance and the failures need to be understood and fixed.
Install via CLI
npx skills add https://github.com/earthcube/doos --skill violation-report
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