Better prompts backed by tests, not guesses.
Improves prompts through baseline comparisons and evaluation gates, measures retrieval quality, and validates agent configurations.
When to use it
Use for prompt optimization, prompt templates, LLM output evaluation, retrieval quality measurement, agent configuration validation, token analysis, or structured-output design.
Give it prompts, evaluation data, or agent configuration files; it produces revised prompts, evaluation reports, or configuration fixes with baseline comparisons.
What you provide
Requires Python 3 to run the bundled command-line tools; the tools use only the standard library.
This skill
LLM provider pricing pages
Looks up current provider pricing