evaluator

Evaluate agent performance, rule compliance, and workflow quality across task datasets.

36|6|Updated Nov 2, 2025

Search Tags:#testing #performance #metrics #compliance #evaluation #quality

Ready to run

npx skills add https://github.com/oimiragieo/agent-studio --skill evaluator-oimiragieo

💬 Prompt for ChatGPT / Claude Chat▼

Please help me install this Agent Skill.
Skill: evaluator
Source: https://github.com/oimiragieo/agent-studio/tree/main/.claude/skills/evaluator
Command: npx skills add https://github.com/oimiragieo/agent-studio --skill evaluator-oimiragieo

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

This Skill eliminates the guesswork from AI agent evaluation by automatically testing performance, rule compliance, and workflow quality.

Core Features & Use Cases

Agent Performance Testing: Run comprehensive evaluations on task datasets to measure improvement.
Rule Compliance Auditing: Scan code against loaded rules to ensure standards are met.
Workflow Quality Assessment: Validate execution outputs and artifact completeness.

Quick Start

Evaluate the developer agent's performance on the latest test dataset.

Frequently Asked Questions about evaluator

High-intent search queries and answers about installing and using this skill.

FAQPage Schema

How do I evaluate agent performance on test datasets?▼

Agent performance evaluation systematically tests your AI agents against task datasets to measure accuracy, quality, and improvement over time. This Skill automates the testing process, executes test tasks, computes metrics, and generates performance reports without manual grading overhead.

Can I validate code against compliance rules automatically?▼

Rule compliance auditing scans your codebase against loaded compliance rules to ensure standards are met. This Skill loads rules, validates code, and generates compliance reports to identify violations and track conformance across development teams.

What's the best way to assess workflow quality and output correctness?▼

Workflow quality assessment validates execution outputs and artifact completeness by applying code-based, model-based, and human grading methods. This Skill evaluates whether workflows produce correct results and outputs comprehensive quality reports.

How do I integrate agent evaluation into CI/CD pipelines?▼

This Skill applies across development teams and CI/CD pipelines to test agents on task datasets automatically. It executes evaluations as part of your pipeline, generates performance and compliance reports, and enables continuous validation of agent quality.

What methods does this Skill use to grade agent outputs?▼

Performance and compliance validation uses multi-method evaluation: code-based analysis for rule compliance, model-based assessment for quality metrics, and human grading for nuanced evaluation. Reports aggregate results across all methods for comprehensive performance visibility.