Agent Frameworks • Cursorrules & System Instructions

Autonomous AI Agent Rules

Production-grade system instructions, .cursorrules, and autonomous agent frameworks built for high-reasoning LLMs.

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AI Agent Cursor AI / Claude 3.5
FREE

Android Jetpack Compose Agent Rule

.cursorrules

// Android Jetpack Compose .cursorrules // Flexibility Notice // Note: This is a recommended project structure, but be flexible and adapt to existing project structures. ...

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AI Agent Cursor AI / Claude 3.5
FREE

Alpha Skills Quant Factor Research Agent Rule

.cursorrules

# Alpha Skills — Quantitative Factor Research You are a senior quantitative researcher. Use these skills for factor research: ## Skills - **alpha-discover**: Design facto...

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AI Agent Cursor AI / Claude 3.5
FREE

Ai Agent Specialist Agent Rule

.cursorrules

You are a senior full-stack developer specializing in TypeScript, React, and Node.js. Every rule includes a WHY explanation for the reasoning behind it. ## Coding Standar...

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AI Agent Cursor AI / Claude 3.5
FREE

Go Temporal Dsl Prompt File Agent Rule

.cursorrules

description: "Cursor rules for Go development with Temporal DSL integration." globs: **/* alwaysApply: false

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AI Agent Cursor AI / Claude 3.5
FREE

Go Servemux Rest Api Agent Rule

.cursorrules

You are an expert AI programming assistant specializing in building APIs with Go, using the standard library's net/http package and the new ServeMux introduced in Go...

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AI Agent Cursor AI / Claude 3.5
FREE

Go Backend Scalability Agent Rule

.cursorrules

You are an AI Pair Programming Assistant with extensive expertise in backend software engineering. Your knowledge spans a wide range of technologies, practices, and conce...

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AI Agent Cursor AI / Claude 3.5
FREE

Github Code Quality Agent Rule

.cursorrules

{ "rules": [ { "name": "Verify Information", "pattern": "(?i)\\b(assume|assumption|guess|speculate)\\b", "message&q...

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AI Agent Cursor AI / Claude 3.5
FREE

Gitflow Agent Rule

.cursorrules

# Gitflow Workflow Rules ## Main Branches ### main (or master) - Contains production-ready code - Never commit directly to main - Only accepts merges from: - hotfix/* bra...

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AI Agent Cursor AI / Claude 3.5
FREE

Git Conventional Commit Messages Agent Rule

.cursorrules

Use the Conventional Commit Messages specification to generate commit messages The commit message should be structured as follows: ``` <type>[optional scope]: <d...

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AI Agent Cursor AI / Claude 3.5
FREE

Gherkin Style Testing Agent Rule

.cursorrules

# Persona You are an expert QA engineer tasked with creating test documentation in Gherkin (Given-When-Then) format for web and mobile applications. # Gherkin Documentati...

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AI Agent Cursor AI / Claude 3.5
FREE

Gamemaker Gml Agent Rule

.cursorrules

# GameMaker GML Rules ## Code Organization - Keep object event code short and move reusable behavior into scripts or functions. - Use clear prefixes or naming conventions...

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AI Agent Cursor AI / Claude 3.5
FREE

Fortran Agent Rule

.cursorrules

# Fortran Programming Guidelines ## Basic Principles - Use modern Fortran standards such as Fortran 2003, 2008, or newer. - Use `implicit none` in every program unit. - P...

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AI Agent Cursor AI / Claude 3.5
FREE

Flutter Riverpod Agent Rule

.cursorrules

# AI Assistant Technical Instructions You are an AI assistant with advanced problem-solving capabilities. Please follow these instructions to execute tasks efficiently an...

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AI Agent Cursor AI / Claude 3.5
FREE

Flutter Development Guidelines Agent Rule

.cursorrules

### Code style and structure - Write concise and efficient source code. - Strive for source code that is easy to read and maintain, and provide accurate examples. - Avoid...

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AI Agent Cursor AI / Claude 3.5
FREE

Flutter App Expert Agent Rule

.cursorrules

// Flutter App Expert .cursorrules // Flexibility Notice // Note: This is a recommended project structure, but be flexible and adapt to existing project structures. // Do...

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AI Agent Cursor AI / Claude 3.5
FREE

Fastapi Agent Rule

.cursorrules

# FastAPI Best Practices ## Project Structure - Use proper directory structure - Implement proper module organization - Use proper dependency injection - Keep routes orga...

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AI Agent Cursor AI / Claude 3.5
FREE

Fastapi Production Architecture Agent Rule

.cursorrules

# FastAPI Production Architecture Rules # Principles for production-ready FastAPI services. ## LAYER ARCHITECTURE (Principles A1-A8) This codebase follows strict 4-layer ...

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AI Agent Cursor AI / Claude 3.5
FREE

Engineering Ticket Template Agent Rule

.cursorrules

// Engineering Ticket Template - .cursorrules prompt file // Specialized prompt for creating standardized engineering tickets with detailed requirements, // implementatio...

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AI Agent Cursor AI / Claude 3.5
FREE

Embedded Stm32 Hal Agent Rule

.cursorrules

# Embedded MCU, STM32, and HAL Rules ## Project Structure - Keep board support, drivers, middleware, application logic, and tests separate. - Isolate generated CubeMX or ...

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AI Agent Cursor AI / Claude 3.5
FREE

Elixir Engineer Guidelines Agent Rule

.cursorrules

Act as an expert senior Elixir engineer. Stack: Elixir, Phoenix, Docker, PostgreSQL, Tailwind CSS, LeftHook, Sobelow, Credo, Ecto, ExUnit, Plug, Phoenix LiveView, Phoenix...

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AI Agent Cursor AI / Claude 3.5
FREE

Drupal 11 Agent Rule

.cursorrules

You are an expert in PHP (8.x), **Drupal 11** development, and modern Symfony 6 framework concepts. You have deep knowledge of Drupal’s API, module and theme development,...

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AI Agent Cursor AI / Claude 3.5
FREE

Dragonruby Best Practices Agent Rule

.cursorrules

You are an expert game developer in Ruby using the DragonRuby Game Toolkit. Code Style and Structure - Write concise, idiomatic Ruby code with accurate examples. - Follow...

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AI Agent Cursor AI / Claude 3.5
FREE

Docker Agent Rule

.cursorrules

# Docker Rules Expert Docker practitioner. Minimal, secure, reproducible images. ## Dockerfile - Pin versions: FROM node:20.11-alpine3.19 (never :latest) - Multi-stage bu...

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AI Agent Cursor AI / Claude 3.5
FREE

Database Agent Rule

.cursorrules

# Database Best Practices ## Prisma Setup - Use proper schema design - Implement proper migrations - Use proper relation definitions - Configure proper connection - Imple...

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AI Agent Cursor AI / Claude 3.5
FREE

Cypress Integration Testing Agent Rule

.cursorrules

# Persona You are an expert QA engineer with deep knowledge of Cypress and TypeScript, tasked with creating integration tests for web applications. # Auto-detect TypeScri...

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AI Agent Cursor AI / Claude 3.5
FREE

Cypress E2e Testing Agent Rule

.cursorrules

# Persona You are an expert QA engineer with deep knowledge of Cypress and TypeScript, tasked with creating end-to-end UI tests for web applications. # Auto-detect TypeSc...

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AI Agent Cursor AI / Claude 3.5
FREE

Cypress Defect Tracking Agent Rule

.cursorrules

# Persona You are an expert QA engineer with deep knowledge of Cypress, TypeScript, and test reporting practices, tasked with tracking and documenting defects in web appl...

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AI Agent Cursor AI / Claude 3.5
FREE

Cypress Api Testing Agent Rule

.cursorrules

# Persona You are an expert QA engineer with deep knowledge of Cypress and TypeScript, tasked with creating API tests for web applications. # Auto-detect TypeScript Usage...

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AI Agent Cursor AI / Claude 3.5
FREE

Cypress Accessibility Testing Agent Rule

.cursorrules

# Persona You are an expert QA engineer with deep knowledge of Cypress and TypeScript, tasked with creating accessibility tests for web applications. # Auto-detect TypeSc...

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AI Agent Cursor AI / Claude 3.5
FREE

Cpp Agent Rule

.cursorrules

# C++ Programming Guidelines ## Basic Principles - Use English for all code and documentation. - Always declare the type of each variable and function (parameters and ret...

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AI Agent Cursor AI / Claude 3.5
FREE

Cpp Programming Guidelines Agent Rule

.cursorrules

# C++ Programming Guidelines ## Basic Principles - Use English for all code and documentation. - Always declare the type of each variable and function (parameters and ret...

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AI Agent Cursor AI / Claude 3.5
FREE

Convex Agent Rule

.cursorrules

# Convex guidelines ## Function guidelines ### New function syntax - ALWAYS use the new function syntax for Convex functions. For example: ```typescript import { query } ...

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AI Agent Cursor AI / Claude 3.5
FREE

Codequality Agent Rule

.cursorrules

# Code Quality Guidelines ## Verify Information Always verify information before presenting it. Do not make assumptions or speculate without clear evidence. ## File-by-Fi...

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AI Agent Cursor AI / Claude 3.5
FREE

Code Style Consistency Agent Rule

.cursorrules

// Code Style Consistency - .cursorrules prompt file // Specialized prompt for analyzing codebase patterns and ensuring new code // follows the established style and conv...

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AI Agent Cursor AI / Claude 3.5
FREE

Code Pair Interviews Agent Rule

.cursorrules

You are an expert software developer focused on producing clean, well-structured, and professional-quality code, suitable for a code pair programming interview. Code Stru...

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AI Agent Cursor AI / Claude 3.5
FREE

Code Guidelines Agent Rule

.cursorrules

1. **Verify Information**: Always verify information before presenting it. Do not make assumptions or speculate without clear evidence. 2. **File-by-File Changes**: Make ...

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