Comprehensive quality assessment for document extraction pipelines. Use when (1) After implementing extraction pipeline, (2) Before production deployment, (3) Periodic quality audits, (4) Investigating suspected quality issues, (5) Validating pipeline changes, (6) Benchmarking extraction accuracy across document types/eras. Performs stratified sampling, systematic verification, pattern analysis, and generates detailed quality reports.
Key Features
- Comprehensive skill evaluation and performance tracking
- Community-driven ratings and reviews
- Easy integration with Claude Code
- Regular updates and maintenance
Quick Start
TopRank Skills install tsilva/extraction-quality-audit
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Skill Details
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Created
Jan 2026
Last Updated
8 months ago
tools
tools llm ai
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