Integrate & Evaluate End-to-End System

testingChallengeNovember 25, 2025

Prompt Content

Integrate your market simulator, detection pipeline, and LangChain agents into a cohesive system. Run your system against various manipulation scenarios, including scenarios with overlapping or stealthy tactics. Develop an evaluation framework to measure the detection accuracy (precision, recall, F1-score) and the quality/relevance of the LLM-generated explanations and strategies. Document your findings and any limitations.

Usage Tips

Copy the prompt and paste it into your preferred AI tool (Claude, ChatGPT, Gemini)

Customize placeholder values with your specific requirements and context

For best results, provide clear examples and test different variations