evaluation - Evaluation Framework

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evaluation

Evaluation Framework

Community Data

GitHub Copy Install Command

Description

Build evaluation frameworks for agent systems to measure performance and quality

Use Cases

• AI agent performance evaluation
• Model output quality testing
• A/B testing frameworks
• Regression testing
• Benchmarking

Core Capabilities

• Metric Definition: Define evaluation metrics
• Test Cases: Design test scenarios
• Result Analysis: Interpret evaluation results
• Continuous Monitoring: Establish monitoring mechanisms

Example

Please design an evaluation framework for a code generation agent:

Evaluation dimensions:
1. Code correctness - Can it pass tests
2. Code quality - Readability, best practices
3. Response time - Generation speed
4. Consistency - Stability of same inputs

Provide:
- Specific evaluation metrics
- Test case examples
- Scoring criteria
- Automation testing approach

Notes

• Choose meaningful metrics
• Test cases should be representative
• Regularly update evaluation benchmarks
• Avoid overfitting to evaluation set

Applicable Roles

Developer Data Analyst

Tags

evaluationmetricstestingquality

Install

git clone https://github.com/muratcankoylan/context-engineering-skills cp -r context-engineering-skills/evaluation ~/.qoder/skills/

Information

Source

Community

Author

muratcankoylan

Category

Data

Date Added

January 15, 2026

Links

• GitHub Repository

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