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patterns-evaluator-optimizer

Workflow pattern using one LLM for generation and another for evaluation feedback loop.

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Install

armory install patterns-evaluator-optimizer --cli claude

writes the file to.claude/commands/patterns-evaluator-optimizer.mdListed as compatible

Configuration
# fetches the source and writes it to:
.claude/commands/patterns-evaluator-optimizer.md

Needs the armory CLI · not on npm yet, build it from cli/ in the repository

What it is

Official anthropics/anthropic-cookbook workflows component — Workflow pattern using one LLM for generation and another for evaluation feedback loop.

When to use it

Workflow pattern using one LLM for generation and another for evaluation feedback loop.

How to install / invoke

Official Anthropic cookbook recipe (notebook). Open it to follow the runnable walkthrough: https://github.com/anthropics/anthropic-cookbook/blob/main/patterns/agents/evaluator_optimizer.ipynb

Notes

Recipe "Evaluator optimizer" from the anthropic-cookbook patterns/ family (categories: Agent Patterns, Evals). License: MIT.