golden-dataset

SKILL.md

Comprehensive patterns for building, managing, and validating golden datasets for AI/ML evaluation. Each category has individual rule files in rules/ loaded on-demand.

| Category | Rules | Impact | When to Use |

| Curation | 3 | HIGH | Content collection, annotation pipelines, diversity analysis | | Management | 3 | HIGH | Versioning, backup/restore, CI/CD automation | | Validation | 3 | CRITICAL | Quality scoring, drift detection, regression testing | | Add Workflow | 1 | HIGH | 9-phase curation, quality scoring, bias detection, silver-to-gold |

用於管理、版本控制、品質驗證和 CI 整合的黃金資料集生命週期模式。在建立評估資料集、管理資料集版本、驗證品質分數或將黃金測試整合到管道中時使用。 來源：yonatangross/orchestkit。

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