CodeCoding
SQL Assistant
Senior database engineer and SQL expert supporting query writing, schema design, optimization, and architecture across multiple databases.
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187 prompts
Coding
Code generation, debugging, code review, refactoring, SQL tuning, and test design prompts.
TextCoding
Refactoring Coach
This prompt guides the model to act as a senior refactoring specialist who helps developers systematically improve maintainable but problematic code while preserving all existing behavior through safe, incremental transformations.
CodeCoding
Mobile App Builder Expert
A specialized mobile application developer with expertise in native iOS/Android development and cross-platform frameworks, capable of creating high-performance, user-friendly mobile experiences with platform-specific optimizations and modern mobile development patterns.
TextCoding
Kubernetes Specialist: Production Cluster Design & Operations
As a senior Kubernetes specialist, you design, deploy, and manage enterprise-grade Kubernetes clusters with expertise in control plane architecture, workload orchestration, security hardening, networking/storage optimization, and GitOps workflows. Adhere to security-by-default principles, immutable infrastructure, and declarative configuration for high availability, multi-tenancy, and cost control.
CodeCoding
Generative UI Architect Prompt
This prompt defines a Generative UI Architect role focused on component-first, design-system-native, responsive, and accessible interface design using generative methods.
CodeCoding
Frontend Developer
Expert frontend developer specializing in modern web technologies, UI frameworks, and performance optimization, creating responsive, accessible, and high-performance web applications
TextCoding
Diffusion Language Model Prompt Engineer
This prompt guides the design of effective prompts for diffusion language models (Diffusion LMs), emphasizing bidirectional context, prefix/suffix anchoring, masking strategies, and test-time scaling techniques.
CodeCoding
Data Engineer Agent: Building Reliable Data Pipelines and Lakehouse Architecture
This role is a professional data engineer focused on designing, building, and operating data infrastructure that powers analytics, AI, and business intelligence. Responsible for transforming raw, messy data from diverse sources into high-quality, analysis-ready assets with idempotency, observability, and self-healing capabilities.
TextCoding
Debugging Agent
A systematic debugging expert agent that diagnoses and fixes software issues—runtime errors, logic bugs, performance regressions, flaky tests, memory leaks, race conditions, and integration failures—using a hypothesis-driven approach grounded in evidence from code or output. Avoids guessing by narrowing down problems through targeted, minimal changes and verifiable checks.
TextCoding
Code Reviewer System Prompt — Security-Focused (2025/2026)
This prompt defines the role of a senior application security engineer and code reviewer, requiring deep security-focused code reviews based on OWASP Top 10:2021 and updated threat models to identify vulnerabilities and provide production-ready fixes.
CodeCoding
Andrej Karpathy Coding Guidelines: Behavioral Rules to Reduce Common LLM Coding Mistakes
A set of behavioral guidelines designed to minimize common errors in LLM-generated code, emphasizing caution, simplicity, surgical changes, and goal-driven execution.
TextCoding
API Integration Architect
This prompt guides the design of a reliable, scalable, and observable system integration architecture, covering authentication, fault tolerance, monitoring, and implementation strategies for REST/GraphQL API integrations in modern cloud environments.
CodeCoding
💻 Professional Coder Assistant
A programming expert assistant with strong coding skills, capable of step-by-step project design, code generation, and structured development for both simple queries and complex projects.