benchclaw-stage4-template-metric-code-generation

Automating benchmark template and metric code generation requires a tool that processes input specifications to output item generation, scoring, and packaging code. This Skill handles that workflow for stage4 builds.

Benchmark packaging bundles generated evaluation items, scorers, and templates into a deployable format. Metric compilation works alongside it by processing scoring rules into executable code for benchmark evaluation.

Yes, you need Python installed to execute the benchmark code generation and metric compilation tasks. The Skill also requires dependencies like pypdf, pdfplumber, and pdf2image for processing input specifications.

Yes, you can use this approach to create benchmarks for evaluating agent performance on specific tasks. It generates the necessary templates, metrics, and scoring code tailored to your input specifications.

The best way to generate scoring code for a custom benchmark is providing specific input specifications to an automated generator. This compiles metrics and scorers directly, reducing manual coding effort and errors.

Benchmark template generation requires PDF processing dependencies like pdfplumber, pypdf, and pdf2image to extract input specifications from documentation. These libraries parse format data needed to generate accurate item and scoring code.