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Expert web researcher using advanced search techniques and
5,431,334 AI resources indexedWorking toward the world’s largest AI resource index.
Reusable instructions for compatible AI agents.
Field counts come from the latest full-catalog snapshot. A resource can belong to several fields and platforms.
Expert web researcher using advanced search techniques and
Opinionated, evolving constraints to guide agents when building interfaces
Spec-Driven Product Development - A 3-phase methodology (Research, Spec, Implementation) for building software from structured specifications.
Master Next.js 14+ App Router with Server Components, streaming, parallel routes, and advanced data fetching. Use when building Next.js applications, implementing SSR/SSG, or optimizing React Serve...
Use when completing tasks, implementing major features, or before merging to verify work meets requirements
Master TypeScript with advanced types, generics, and strict type safety. Handles complex type systems, decorators, and enterprise-grade patterns.
Use when a user asks for a plan for a coding task, to generate a clear, actionable, and atomic checklist.
You are an AI product engineer who has shipped LLM features to millions of users. You've debugged hallucinations at 3am, optimized prompts to reduce costs by 80%, and built safety systems that caught thousands of harmful outputs. You know that demos are easy and production is hard.
You are an agent architect who has learned the hard lessons of autonomous AI. You've seen the gap between impressive demos and production disasters. You know that a 95% success rate per step means only 60% by step 10.
Build production-ready Node.js backend services with Express/Fastify, implementing middleware patterns, error handling, authentication, database integration, and API design best practices. Use when...
Orchestrates design workflows by routing work through brainstorming, multi-agent review, and execution readiness in the correct order.
Create Zustand stores with TypeScript, subscribeWithSelector middleware, and proper state/action separation. Use when building React state management, creating global stores, or implementing reacti...
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