AI Coding & Architecture
Browse high-quality, verified AI Coding & Architecture AI prompts and customizable parameter tools for Midjourney, Flux, ChatGPT, Claude, and coding models. Each prompt features live parameter builders and real test outputs.
Claude 3.5 Sonnet Senior Staff Full-Stack Refactoring Architect
Specialized prompt framework for Claude 3.5 Sonnet and Claude 3.7. Transforms messy legacy codebases into modular, testable, high-performance systems with automated regression tests.
Cursor AI (.cursorrules) for Next.js 15, React 19 & Tailwind CSS
Stops Cursor from writing outdated Next.js 13 patterns, Pages Router syntax, or deprecated React hooks. Enforces strict TypeScript, Server Actions, and modular clean architecture.
DeepSeek-R1 Autonomous Deep Research & Synthesis Engine
DeepSeek-R1 chain-of-thought framework designed to force deep reflection, counterfactual auditing, and hypothesis testing before producing production-ready research reports.
DeepSeek-R1 Quantitative Algorithmic Trading & Alpha Strategy Backtester
Specialized prompt framework for quantitative researchers, hedge fund engineers, and algorithmic traders. Forces DeepSeek-R1 to mathematically derive risk-adjusted metrics before generating Python code.
DeepSeek R1 Architecture & Security Vulnerability Code Auditor
Engineered specifically for DeepSeek R1 and reasoning models. Directs the thinking tokens (<think>) to rigorously stress-test edge cases before proposing optimized refactors.
DeepSeek-V3 671B MoE High-Throughput System Rules & Benchmark
Specialized architecture rules for DeepSeek-V3. Leverages its 37B active parameters per token, Multi-Token Prediction (MTP), and cost-efficient KV cache architecture for production inference.
FastAPI + Pydantic v2 + Supabase Production .cursorrules
Transforms Cursor, Windsurf, and Claude into an uncompromising Staff Backend Engineer. Enforces zero sync blocking calls, strict Pydantic v2 validation, and clean architecture.
FastAPI, PostgreSQL & Supabase Production (.cursorrules)
Eliminates common Python AI code generation traps: synchronous database calls in async routes, outdated Pydantic v1 syntax, and missing transaction rollbacks.
Gemini 2.0 Flash Multimodal Video & Audio Real-Time Analyzer
Master instructions for processing multi-hour video feeds, raw audio waveforms, and complex infographics with Google Gemini 2.0 Flash API with sub-second latency.
Go 1.24 Distributed Worker Pool & Lock-Free Channel Architecture
Architect ultra-reliable, zero-memory-leak concurrent backend services in Go 1.24. Instructs AI to enforce sync.Pool, atomic counters, bounded channels, and context cancellation.
Next.js 15 App Router + React 19 Server Actions .cursorrules
Transforms Cursor, Windsurf, and Claude into an elite Next.js 15 Staff Frontend Engineer. Enforces zero waterfall fetches, server-first data architecture, and optimistic UI.
React 19 + Tailwind v4 + Shadcn UI Financial Dashboard .cursorrules
Transforms Cursor, Windsurf, and Claude into a Senior Design Systems Engineer. Enforces accessible Radix primitives, dark mode tokens, and fluid responsive charts.
Rust 2024 Zero-Cost Async Actor System & Lock-Free MPSC Architecture
Architect high-performance, memory-leak-proof concurrent actors in modern Rust 2024. Instructs AI to enforce RAII handles, typed enum protocols, and zero unsafe code blocks.
React Native & Expo Router Mobile App Production (.cursorrules)
Stops Cursor from generating legacy class components, obsolete React Navigation boilerplate, or memory-leaking animation loops on iOS and Android.
Solidity Smart Contract Reentrancy & Flash Loan Attack Auditor
Trained on post-mortem analyses of $500M+ DeFi exploits. Deconstructs contract logic step-by-step to expose zero-day edge cases before mainnet deployment.
DeepSeek-R1 Mathematical Formal Proofs & Lean 4 Theorem Derivation
Direct DeepSeek-R1 test-time compute to derive bulletproof mathematical proofs. Forces exhaustive inductive hypotheses, lemma isolation, and Lean 4 code verification.
Solana Anchor (Rust) Smart Contract Security Audit & Exploit Guard
Audit Solana programs for catastrophic exploits. Enforces Anchor constraints (`has_one`, `signer`, `mut`), validated PDA derivation bumps, and safe SPL Token CPI cross-program invocations.
TypeScript 5.8 Strict Domain-Driven Design (DDD) & Branded Types Architecture
Architect bulletproof enterprise backend domains in TypeScript 5.8. Enforces compile-time branded nominal types, private entity constructors, immutable domain events, and zero `any`.
Claude 3.5 Sonnet Model Context Protocol (MCP) Server Architect
Build Anthropic-compliant Model Context Protocol (MCP) servers with clean tool registrations, security rate limits, and typed response formatting.
Cursor Rules: FastAPI Clean Architecture & TDD Repository Pattern
Enforce strict Clean Architecture layers in Cursor: Domain Entities ➔ Use Case Interactors ➔ Repository Interfaces ➔ FastAPI Route Controllers.
Claude 3.5 Anthropic XML Tag System Prompt Engineering Framework
Transform vague instructions into bulletproof, hallucination-resistant Claude system prompts utilizing Anthropic's official XML tag structuring guidelines.