chore: import upstream snapshot with attribution
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allowed-tools: Read, Write, Edit, Bash
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argument-hint: [schema-approach] | --schema-first | --code-first | --federation
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description: Implement GraphQL API with comprehensive schema, resolvers, and real-time subscriptions
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---
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# Implement GraphQL API
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Implement comprehensive GraphQL API with modern best practices: **$ARGUMENTS**
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## Current Application Context
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- Framework: @package.json or @requirements.txt (detect Apollo, GraphQL Yoga, etc.)
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- Existing API: !`find . -name "*.graphql" -o -name "*schema*" -o -name "*resolver*" | wc -l`
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- Database integration: @prisma/schema.prisma or database connection configs
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- Authentication: !`grep -r "auth\|jwt\|context" src/ 2>/dev/null | wc -l`
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## Task
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Build production-ready GraphQL API with comprehensive functionality and performance optimization:
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**Schema Approach**: Use $ARGUMENTS to specify schema-first, code-first, or federation architecture
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**GraphQL Implementation**:
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1. **Schema Design** - Type definitions, queries, mutations, subscriptions, custom scalars
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2. **Resolver Architecture** - Data fetching, authentication, authorization, error handling
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3. **DataLoader Integration** - N+1 query prevention, batch loading, caching strategies
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4. **Real-time Features** - WebSocket subscriptions, live data updates, connection management
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5. **Security & Performance** - Query complexity analysis, depth limiting, rate limiting
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6. **Development Tools** - GraphQL Playground, introspection, schema stitching
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**Advanced Features**: File uploads, federated schemas, Apollo Federation, schema directives, and monitoring.
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**Production Readiness**: Implement comprehensive error handling, logging, metrics, and deployment strategies.
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**Output**: Complete GraphQL API with optimized resolvers, real-time capabilities, security controls, and developer documentation.
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