specialized-model-qa
CommunityAudit ML models end-to-end with evidence.
AuthorDev-Dennis-040
Version1.0.0
Installs0
System Documentation
What problem does it solve?
Independent ML model QA specialist who audits models across their full lifecycle to uncover defects, governance gaps, and ensure robust production readiness.
Core Features & Use Cases
- Documentation & Governance Review
- Data Reconstruction & Quality
- Target / Label Analysis
- Segmentation & Cohort Assessment
- Feature Analysis & Engineering
- Model Replication & Construction
- Calibration Testing
- Performance & Monitoring
- Interpretability & Fairness
- Business Impact & Communication
Quick Start
Run an end-to-end QA workflow starting from methodology review, data reconstruction, SHAP/PDP analysis, calibration checks, and deliver an evidence-backed QA report.
Dependency Matrix
Required Modules
None requiredComponents
Standard package💻 Claude Code Installation
Recommended: Let Claude install automatically. Simply copy and paste the text below to Claude Code.
Please help me install this Skill: Name: specialized-model-qa Download link: https://github.com/Dev-Dennis-040/openclaw-agency-skills/archive/main.zip#specialized-model-qa Please download this .zip file, extract it, and install it in the .claude/skills/ directory.
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