extraction-quality-audit

Features and purpose

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.

Quick start

Follow the repository instructions for this skill and your agent. Review the files and dependencies before adding it to your workflow.