Prompt Templates
25 prompts for requirements, architecture, code review, debugging, and documentation.
Agent Execution Prompt
You are executing a plan step-by-step. Your task is to analyze the execution results and determine the next action.
Agent Planning Prompt
You are an expert planning assistant. Your task is to generate a detailed, executable action plan to achieve the given goal.
Agent Reflection Prompt
You are evaluating the results of an agent execution to determine if the goal has been achieved.
Agent Termination Prompt
You are making a final decision on whether to terminate this agent execution.
Agentic Workflow Design Prompt
Use this prompt template when designing agentic systems and multi-agent workflows.
AI System Tradeoff Analysis Prompt
Use this prompt template when analyzing tradeoffs for AI system design decisions.
Architecture Design Prompt
Structured prompt for system architecture design
AsyncAPI Event Contract Design Prompt
Use this prompt template when designing AsyncAPI specifications for event-driven architectures.
Documentation Generation Prompt
Prompt for generating comprehensive project documentation from pipeline artifacts
Full Lifecycle Pipeline Prompt
Master prompt to trigger the complete automated pipeline from requirements to deployment
LLM System Design Prompt
Use this prompt template when designing LLM-powered systems and applications.
OpenAPI Contract Design Prompt
Use this prompt template when designing OpenAPI specifications for RESTful APIs.
RAG Pipeline Design Prompt
Use this prompt template when designing Retrieval-Augmented Generation (RAG) pipelines.
Requirement Analysis Prompt
Structured prompt for analyzing a requirements document and generating a Requirement Manifest
Spring AI RAG Design Prompt
Use this prompt template when designing Retrieval-Augmented Generation (RAG) pipelines with Spring AI.
Spring AI System Design Prompt
Use this prompt template when designing Spring AI–based LLM integration layers for production systems.
Spring AI Tool Calling Prompt
Use this prompt template when designing agentic workflows with Spring AI tool calling (function calling).
Spring AI Tradeoffs Analysis Prompt
Use this prompt template when evaluating cost, latency, and accuracy tradeoffs in Spring AI implementations.
Test Generation Prompt
Structured prompt for generating comprehensive tests
Test Strategy Prompt
Prompt for generating a comprehensive test strategy document for the pipeline
Validation Report Prompt
Prompt for generating the final pipeline validation report
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