Prompt Engineering Library

A curated collection of highly optimized, task-specific prompts for advanced reasoning models. Copy and adapt these architectural templates to accelerate your workflows.

Code Review

Analyze and patch software vulnerabilities with precision.

"Act as a Principal Software Engineer. Review the following Python snippet for security vulnerabilities, focusing specifically on SQL injection and insecure deserialization. Provide a patched version."

Data Extraction

Convert unstructured text into clean, structured JSON formats.

"Extract all quantitative financial metrics (Revenue, EBITDA, Burn Rate) from the provided unstructured text. Format the output STRICTLY as a valid JSON array of objects with keys: metric_name, value, unit."

Systems Thinking

Apply first principles to evaluate complex system architectures.

"Analyze the proposed microservices architecture using First Principles thinking. Identify potential bottlenecks in inter-service communication and propose a more resilient event-driven alternative."