golden-dataset
Installation
SKILL.md
Golden Dataset
Comprehensive patterns for building, managing, and validating golden datasets for AI/ML evaluation. Each category has individual rule files in rules/ loaded on-demand.
Quick Reference
| Category | Rules | Impact | When to Use |
|---|---|---|---|
| Curation | 2 | HIGH | Content collection, annotation pipelines |
| Management | 2 | HIGH | Versioning, backup/restore |
| Validation | 1 | CRITICAL | Regression testing |
| Add Workflow | 1 | HIGH | 9-phase curation, quality scoring, bias detection, silver-to-gold |
Total: 6 rules across 4 categories. House thresholds and scars: references/ork-delta.md.
Curation
Content collection, multi-agent annotation, and diversity analysis for golden datasets.