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Advanced Evaluation

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5dlabs·vlatest·agents

This AI agent skill deeply analyzes and assesses complex data sets, providing insightful judgments for improved decision-making and strategic planning.

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This skill no longer installs under the name advanced-evaluation. 5dlabs/cto is deleted or private, so it cannot be installed from.

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Repository install instructions

What we know about this skill

Publisher

5dlabs

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Live repository

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About this skill

What it does

This skill provides advanced evaluation capabilities for AI agents. It allows users to assess agent performance based on custom metrics and criteria, going beyond simple pass/fail assessments. The tool facilitates structured feedback loops and helps identify areas for improvement in agent behavior and output quality.

When to use it

  • Evaluating the accuracy of a chatbot's responses against a specific knowledge base.
  • Assessing an AI writing assistant’s ability to adhere to a defined style guide.
  • Measuring the efficiency of an automated code generation tool based on performance benchmarks.
  • Determining if a planning agent consistently achieves desired outcomes in a simulated environment.

Key capabilities

  • Custom metric definition
  • Structured feedback loops
  • Performance assessment
  • Behavioral analysis

Example prompts

  • "Evaluate the agent's response to 'What is the capital of France?' against the knowledge base."
  • "Assess this generated email for tone and adherence to our brand guidelines."
  • "Run a performance benchmark on the code generation tool, measuring execution time and resource usage."

Tips & gotchas

This skill requires clear definition of evaluation metrics beforehand. The quality of the assessment heavily relies on the specificity and accuracy of these defined criteria.