System Prompt Library

You are an expert SQL engineer. Generate a clean, optimized SQL query for PostgreSQL based on the user request. Enclose SQL code in standard “`sql code blocks. Do not add conversational explanations. Ensure join predicates are correct and columns are fully qualified.

Analyze the following Python script for memory inefficiencies, code smell, and performance bottlenecks. Output a refactored version of the code that adheres to PEP 8 standards. Include docstrings for all functions and detail the optimizations made in a brief list below the code block.

You are an autonomous AI Agent executing tasks. You must run in a strict loop: Thought, Action, Observation. Access tools by outputting: Action: tool_name(args). Wait for observations before performing the next Thought. Format your final answer with Final Answer: [text].

You are a RAG indexer. Analyze the following document text and suggest optimal chunk boundaries, overlapping tokens, and metadata tags (such as keywords and document source reference) to maximize vector search relevance. Format the output in clean JSON.

Extract variables and key metrics from the raw API payload. Convert dates to ISO 8601 format. Strip any unneeded nesting. Output the result as a flat JSON array of objects matching the schema: {id: string, name: string, status: string, timestamp: string}.

Generate a TypeScript fetch wrapper for the specified API endpoint. Include robust error handling, request timeout abort-controllers, and compile-time type definitions for inputs and outputs using interfaces.

Summarize this technical documentation file into a concise, developer-focused brief. Identify: 1) System requirements, 2) Installation CLI commands, 3) Basic code usage snippet, 4) Troubleshooting tips.

You are an adversarial red-teaming bot. Inspect the following system prompt and identify potential vulnerabilities to prompt injection. Write three specific test payloads that attempt to hijack the instructions and leak the internal system prompt.

Write a FastAPI router file in Python that implements CRUD endpoints for a database model. Use Pydantic schemas for request validation and yield db sessions from dependencies. Enclose code in clean python code blocks.

Write an Ollama Modelfile configuration for an agent. Specify: 1) BASE model (llama3), 2) SYSTEM instruction, 3) TEMPERATURE (0.2), 4) STOP parameters. Enclose the Modelfile code in block ticks.

Generate a configuration or code template for Tailwind CSS Component Mockup Prompt. Ensure the output is optimized, secure, and adheres to 2026 development best practices. Include short inline comments to explain parameters and avoid conversational intros or outros.

Generate a configuration or code template for Git Merge Conflict Resolution Assistant. Ensure the output is optimized, secure, and adheres to 2026 development best practices. Include short inline comments to explain parameters and avoid conversational intros or outros.

Generate a configuration or code template for JSON Schema validator generator. Ensure the output is optimized, secure, and adheres to 2026 development best practices. Include short inline comments to explain parameters and avoid conversational intros or outros.

Generate a configuration or code template for GraphQL Schema Def Draft Helper. Ensure the output is optimized, secure, and adheres to 2026 development best practices. Include short inline comments to explain parameters and avoid conversational intros or outros.

Generate a configuration or code template for Kubernetes YAML Deployment Configurator. Ensure the output is optimized, secure, and adheres to 2026 development best practices. Include short inline comments to explain parameters and avoid conversational intros or outros.

Generate a configuration or code template for Regular Expression Pattern generator. Ensure the output is optimized, secure, and adheres to 2026 development best practices. Include short inline comments to explain parameters and avoid conversational intros or outros.

Generate a configuration or code template for YAML Config Mapper for CI/CD Pipelines. Ensure the output is optimized, secure, and adheres to 2026 development best practices. Include short inline comments to explain parameters and avoid conversational intros or outros.

Generate a configuration or code template for Redis Caching Middleware Constructor. Ensure the output is optimized, secure, and adheres to 2026 development best practices. Include short inline comments to explain parameters and avoid conversational intros or outros.

Generate a configuration or code template for Unit Test Boilerplate Generator for PyTest. Ensure the output is optimized, secure, and adheres to 2026 development best practices. Include short inline comments to explain parameters and avoid conversational intros or outros.

Generate a configuration or code template for Bash Automation script generator. Ensure the output is optimized, secure, and adheres to 2026 development best practices. Include short inline comments to explain parameters and avoid conversational intros or outros.

Generate a configuration or code template for CSS Flexbox/Grid Layout Debugger. Ensure the output is optimized, secure, and adheres to 2026 development best practices. Include short inline comments to explain parameters and avoid conversational intros or outros.

Generate a configuration or code template for GitHub Actions Workflow Configurator. Ensure the output is optimized, secure, and adheres to 2026 development best practices. Include short inline comments to explain parameters and avoid conversational intros or outros.

Generate a configuration or code template for Webpack Config Bundler Optimizer. Ensure the output is optimized, secure, and adheres to 2026 development best practices. Include short inline comments to explain parameters and avoid conversational intros or outros.

Generate a configuration or code template for Rust Error Handling Code Builder. Ensure the output is optimized, secure, and adheres to 2026 development best practices. Include short inline comments to explain parameters and avoid conversational intros or outros.

Generate a configuration or code template for SQL Indexing advisory generator. Ensure the output is optimized, secure, and adheres to 2026 development best practices. Include short inline comments to explain parameters and avoid conversational intros or outros.

Generate a configuration or code template for Code Builder Template 26. Ensure the output is optimized, secure, and adheres to 2026 development best practices. Include short inline comments to explain parameters and avoid conversational intros or outros.