GitHub
api-design
Design RESTful APIs with proper resource modeling, HTTP methods, error handling, and clear contracts following REST principles
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performance-profiling
Profile CPU, memory, and I/O usage to identify bottlenecks, analyze execution traces, and diagnose performance issues
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security-code-review
Identify security vulnerabilities including OWASP Top 10 issues, implement secure coding practices, and validate authentication/authorization implementations
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keyboard-navigation
Implement focus management, optimize tab order, and validate keyboard shortcuts
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api-documentation
Document APIs comprehensively with signatures, parameters, return values, errors, and working code examples for developer reference
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system-architecture-patterns
Apply proven architectural patterns (MVC, layered, microservices) to create maintainable systems with clear separation of concerns
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desktop-ui-design
Design intuitive desktop interfaces following platform conventions with proper layouts, keyboard shortcuts, and native widgets
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metrics-monitoring
Implement application metrics (RED, USE), alerting strategies, and monitoring dashboards
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etl-design
Design extract-transform-load patterns, data pipeline orchestration, and incremental loading strategies
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api-integration-patterns
Implement robust third-party API integrations with proper authentication, error handling, and rate limiting
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design-pattern-application
Apply Gang of Four and architectural patterns appropriately to solve common software design problems
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screen-reader-testing
Test with NVDA, JAWS, VoiceOver, validate ARIA attributes, and ensure semantic HTML
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optimization-patterns
Apply caching strategies, database optimization, and algorithmic improvements to enhance application performance
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GitHub
data-modeling
Design dimensional models, star/snowflake schemas, and data warehouse structures for analytics and reporting
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GitHub
cicd-pipeline-design
Design and implement continuous integration and deployment pipelines with automated testing, builds, and deployments
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user-story-writing
Create well-structured user stories with clear acceptance criteria in 'As a/I want/So that' format for team communication
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GitHub
test-coverage-analysis
Measure and improve test coverage by identifying untested code paths and prioritizing high-risk areas for testing
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GitHub
agent-design
Design AI agents with appropriate capabilities, tools, and personas for specific software development tasks
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GitHub
container-orchestration
Design Kubernetes deployment patterns, configure service mesh, and implement container best practices
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GitHub
sql-development
Design efficient database schemas, write optimized queries with proper indexes, and manage data operations following best practices
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GitHub
technical-debt-assessment
Identify code smells, prioritize refactoring opportunities, and assess technical debt impact
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GitHub
requirements-elicitation
Extract complete, unambiguous requirements from specifications by identifying functional/non-functional requirements and clarifying ambiguities
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GitHub
rate-limiting-strategies
Implement exponential backoff, token bucket algorithms, and API quota management
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GitHub
load-testing
Design and execute load tests to validate performance under stress, identify scalability limits, and ensure SLA compliance
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