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Agent Evaluation

by muratcankoylan•Context Engineering

Methods for evaluating agent performance including LLM-as-Judge patterns, metrics design, and benchmarking

1,580downloads
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~580tokens

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$ mkdir -p ~/.claude/skills/context-engineering && curl -L https://raw.githubusercontent.com/muratcankoylan/Agent-Skills-for-Context-Engineering/main/skills/evaluation/SKILL.md > ~/.claude/skills/context-engineering/evaluation-SKILL.md

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SKILL.md

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Details

Published
2026/01/10
Language
markdown
Token Est.
~580

Resources

  • GitHub Repository

Tags

evaluationmetricsbenchmarksllm-as-judgetesting
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Agent Evaluation

Methods for rigorously evaluating agent performance.

Evaluation Methods

LLM-as-Judge

  • Automated quality assessment
  • Rubric-based scoring
  • Comparative evaluation

Metrics Design

  • Task completion rates
  • Accuracy measures
  • Efficiency metrics

Benchmarking

  • Standardized test suites
  • Performance baselines
  • Regression testing