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GraphQL

Design and implement GraphQL APIs with schemas, resolvers, and subscriptions.

What is GraphQL?

GraphQL is one of 70 specialized agent skills built into the Multos AI platform. When you describe a task related to api, this skill activates automatically — bringing domain-specific knowledge about graphql api, graphql schema, api design directly into your development workflow.

Generates schemas with proper type design, resolvers with DataLoader for N+1 prevention, auth via context, and pagination (cursor-based and offset). Handles subscriptions for real-time data and schema stitching for federated architectures.

Key Capabilities

  • ✓Generates complete, working implementations for graphql api with proper error handling and edge cases
  • ✓Understands best practices and security patterns specific to api development
  • ✓Provides step-by-step guidance from setup through production deployment
  • ✓Adapts to your existing codebase — works with any framework, language, or architecture
  • ✓Generates tests alongside implementation code to ensure reliability
  • ✓Specialized knowledge of graphql schema patterns, common pitfalls, and optimization techniques

How to Use GraphQL on Multos AI

Example Prompts

  • "Design a GraphQL schema for e-commerce with proper pagination"
  • "Add DataLoader to fix N+1 query problems"
  • "Build subscriptions for real-time chat messages"

Example Output

const resolvers = {
  Query: {
    users: async (_, { first, after }, { dataSources }) => {
      const { edges, pageInfo } = await dataSources.users.paginate({ first, after });
      return { edges, pageInfo, totalCount: await dataSources.users.count() };
    }
  },
  User: {
    orders: (user, _, { loaders }) => loaders.ordersByUserId.load(user.id)
  }
};

Real-World Use Case

A mobile team replaced 23 REST endpoints with a single GraphQL API. DataLoaders reduced database queries by 80%, and clients requesting only needed fields cut response payloads by 60%.

Frequently Asked Questions

What is the GraphQL skill in Multos AI?

The GraphQL skill is a specialized AI capability within Multos AI that design and implement graphql apis with schemas, resolvers, and subscriptions. It activates automatically when your prompt relates to api tasks, providing expert-level guidance and production-ready code.

Do I need to configure GraphQL manually?

No. Multos AI uses intent detection to activate the GraphQL skill automatically when your request involves graphql api. There's no setup, no plugins to install, and no configuration files to manage.

Which AI models work best with GraphQL?

All 33 models on Multos AI can leverage the GraphQL skill. For complex api tasks, we recommend models with larger context windows like Claude Opus 4.6 (1M tokens) or Gemini 3.1 Pro (1M tokens). For quick iterations, faster models like GPT-5.4 Mini or Claude Haiku 4.5 work well.

Can I use GraphQL with my existing project?

Yes. You can connect your GitHub, GitLab, or Bitbucket repository to Multos AI and the GraphQL skill will work with your existing codebase. It understands your project structure, dependencies, and coding patterns to provide contextual assistance.

Is GraphQL available on the free plan?

Yes, all 70 agent skills including GraphQL are available on every plan. Free users get access to lite-tier models, while paid plans unlock more powerful models for complex api tasks.

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Build with GraphQL on Multos AI

One of 70 expert skills that activate automatically. Start building now.

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