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Agent Evaluation (Context Engineering)

Skill

Build regression suites, rubrics and quality gates for non-deterministic agent pipelines

by Muratcan KoylanCoding & Dev ToolsAgents & Automation Listed Dec 21, 2025

Clone or download it from github.com, then drop the folder into ~/.claude/skills/ (Claude Code) or your agent's skills directory.

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About Agent Evaluation (Context Engineering)

From Muratcan Koylan's Agent Skills for Context Engineering collection.

Agents don't have a single right answer and behave differently run to run, so normal unit tests only get you part of the way. This skill helps you set up:

  • Deterministic checks where they apply
  • Multi-dimensional rubrics for the fuzzy parts
  • Regression suites and baseline comparisons
  • Quality gates before deploy and monitoring after

LLM-judge design itself lives in the collection's advanced-evaluation skill.

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