Agent Evaluation

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by hainamchung · vlatest · Repository

Evaluates agent performance based on provided metrics, offering detailed reports and actionable improvement suggestions.

Install on your platform

We auto-selected Claude Code based on this skill’s supported platforms.

1

Run in terminal (recommended)

terminal
claude mcp add hainamchung-agent-evaluation npx -- -y @trustedskills/hainamchung-agent-evaluation
2

Or manually add to ~/.claude/settings.json

~/.claude/settings.json
{
  "mcpServers": {
    "hainamchung-agent-evaluation": {
      "command": "npx",
      "args": [
        "-y",
        "@trustedskills/hainamchung-agent-evaluation"
      ]
    }
  }
}

Requires Claude Code (claude CLI). Run claude --version to verify your install.

About This Skill

What it does

The hainamchung-agent-evaluation skill allows you to evaluate AI agents based on provided criteria. It assesses agent performance, providing structured feedback and identifying areas for improvement. This helps in refining agent behavior and ensuring alignment with desired outcomes.

When to use it

  • Debugging Agent Behavior: When an agent is exhibiting unexpected or undesirable actions, use this skill to pinpoint the root cause.
  • Performance Benchmarking: Compare different agents or versions of the same agent against a defined set of metrics.
  • Training Data Validation: Evaluate how well an agent generalizes to unseen scenarios after training on specific data.
  • Iterative Agent Improvement: Regularly assess and refine agent capabilities through structured evaluation cycles.

Key capabilities

  • Agent performance assessment
  • Structured feedback generation
  • Identification of areas for improvement
  • Evaluation based on defined criteria

Example prompts

  • "Evaluate this agent's response to the prompt: 'Summarize the key points of this article.'"
  • "Assess the agent’s ability to follow instructions in a complex task."
  • "Provide feedback on the agent's reasoning process when solving this problem."

Tips & gotchas

The skill requires clear and specific evaluation criteria for optimal results. Vague prompts may lead to less actionable feedback.

Tags

🛡️

TrustedSkills Verification

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Details

Version
vlatest
License
Author
hainamchung
Installs
2

🌐 Community

Passed automated security scans.