reproducibility-audit
Comprehensive audit of ML reproducibility packages ensuring ACM Artifact Evaluation compliance with statistical validation for Deep Research SOP Pipeline G. Use before Quality Gate 3 validation when reproducibility packages created, archiving research artifacts to Zenodo/HuggingFace, or preparing for academic publication (NeurIPS, ICML, CVPR). Validates Docker environment builds, README instructions (≤5 steps), dependency pinning, deterministic execution with fixed seeds, and requires 3/3 suc...
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Installation for Agentic Skill
View all platforms →skilz install DNYoussef/context-cascade/reproducibility-auditskilz install DNYoussef/context-cascade/reproducibility-audit --agent opencodeskilz install DNYoussef/context-cascade/reproducibility-audit --agent codexskilz install DNYoussef/context-cascade/reproducibility-audit --agent geminiFirst time? Install Skilz: pip install skilz
Works with 14 AI coding assistants
Cursor, Aider, Copilot, Windsurf, Qwen, Kimi, and more...
Extract and copy to ~/.claude/skills/ then restart Claude Desktop
git clone https://github.com/DNYoussef/context-cascadecp -r context-cascade/skills/quality/reproducibility-audit ~/.claude/skills/Need detailed installation help? Check our platform-specific guides:
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Agentic Skill Details
- Repository
- context-cascade
- Stars
- 5
- Forks
- 1
- Type
- Technical
- Meta-Domain
- cloud infrastructure
- Primary Domain
- docker
- Market Score
- 20
Browse Category
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