golden-dataset-validation
Use when validating golden dataset quality. Runs schema checks, duplicate detection, and coverage analysis to ensure dataset integrity for AI evaluation.
npx skills add majiayu000/claude-skill-registry --skill golden-dataset-validation --agent claude-code
Same command for any agent — swap --agent for codex, cursor, copilot.
Weekly change comes from our own snapshots, not the repository page — it measures attention, not adoption.
# Golden Dataset Validation **Ensure data integrity, prevent duplicates, and maintain quality standards** ## Overview This skill provides comprehensive validation patterns for the golden dataset, ensuring every entry meets quality standards before inclusion. **When to use this skill:** - Validating new documents before adding - Running integrity checks on existing dataset - Detecting duplicate or similar content - Analyzing coverage gaps - Pre-commit validation hooks --- ## Schema Validation ### Document Schema (v2.0) ```json { "$schema": "http://json-schema.org/draft-07/schema#", "type": "object", "required": ["id", "title", "source_url", "content_type", "sections"], "properties": { "id": { "type": "string", "pattern": "^[a-z0-9-]+$", "description": "Unique kebab-case identifier" }, "title": { "type": "string", "minLength": 10, "maxLength": 200 }, "source_url": { "type": "string", "format": "uri", "description": "Canonical source URL (NOT placeholder)" }, "content_type": { "type": "string", "enum": ["article", "tutorial", "research_paper", "documentation", "video_transcript", "code_repository"] }, "bucket": { "type": "string", "enum": ["short", "long"] }, "tags": { "type": "array"
- Overview
- Schema Validation
- Document Schema (v2.0)
- Query Schema
- Validation Rules Summary
- Quick Reference
- Duplicate Detection Thresholds
- Coverage Requirements
- Difficulty Distribution Requirements
- References
- Related Skills
- Capability Details
- schema-validation
- duplicate-detection
What does the golden-dataset-validation skill do?
Use when validating golden dataset quality. Runs schema checks, duplicate detection, and coverage analysis to ensure dataset integrity for AI evaluation.
How do I install it?
Run `npx skills add majiayu000/claude-skill-registry --skill golden-dataset-validation --agent claude-code` — it drops the skill into your project so the agent can pick it up. Swap the --agent value for codex, cursor or copilot if you use one of those.
Where does this skill come from?
From majiayu000/claude-skill-registry, a repository with 534 stars. We read it straight from the repository tree rather than a submitted listing, so what you see here is what is actually published.
Is a popular skill a good skill?
Not necessarily. Stars measure attention, not adoption — a repository can trend for a week and be abandoned. That is why we show the weekly change from our own snapshots next to the total, instead of a single flattering number.