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README
Agentic Evaluation Patterns
Patterns for self-improvement through iterative evaluation and refinement.
Overview
Evaluation patterns enable agents to assess and improve their own outputs, moving beyond single-shot generation to iterative refinement loops.
Generate → Evaluate → Critique → Refine → Output
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When to Use
- Quality-critical generation: Code, reports, analysis requiring high accuracy
- Tasks with clear evaluation criteria: Defined success metrics exist
- Content requiring specific standards: Style guides, compliance, formatting
Pattern 1: Basic Reflection
Agent evaluates and improves its own output through self-critique.
This is the opening of the README. Read the full README on GitHub.