AI Coding Agents & Rules Prompts
Prompts engineered specifically for agentic developer tools (Cursor, Windsurf, Claude Code, Cline, Roo Code) to enforce project standards and prevent hallucinations.
Curated Prompts in AI Coding Agents & Rules
All CategoriesCursor & Windsurf Rules Generator (.cursorrules / .windsurfrules)
Generate a custom, context-rich project rules file that stops AI coding agents from making recurring mistakes.
Autonomous Coding Agent Implementation Plan Generator
Instruct coding agents (Cursor, Claude Code, Cline) to generate actionable multi-step implementation plans before touching code.
Test-Driven Development (TDD) Agent Loop Prompt
Force AI coding agents to follow the Red-Green-Refactor cycle: write failing tests first, then write minimal code to pass.
Multi-File Codebase Exploration & Architectural Onboarding
Prompt an agent to analyze an unfamiliar codebase and deliver an architectural breakdown, data flows, and gotchas.
Subagent Task Delegation & Verification Prompt
Prompt orchestrating agents to delegate subtasks to child agents with strict verification gates and bounded context.
Explore Other Prompt Domains
Browse prompts tailored for other engineering disciplines and workflows.
Code Review & Quality
Rigorous pull request and service audits focusing on correctness, concurrency, and security.
Debugging & Incident Analysis
Hypothesis-driven root cause analysis for production exceptions, memory leaks, and deadlocks.
Architecture & API Design
System design reviews, schema indexing, and backward-compatible REST/gRPC API contracts.
Testing & QA
Comprehensive test suite generation spanning boundary conditions, mutation tests, and mocks.
Refactoring & Modernization
Safe legacy codebase transformation, async modernization, and design pattern refactoring.
Agile, Scrum & Product Specs
User story refinement, Gherkin acceptance criteria, and atomic ticket task decomposition.
DevOps, CI/CD & Cloud
Multi-stage Docker optimization, Kubernetes manifests, and zero-downtime database migrations.