GitHub
principles
Core software design principles from 'A Philosophy of Software Design'. Use when asking about decomposition, deep modules, information hiding, complexity management, or John Ousterhout's design principles.
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databases architecture patterns AI Skills
Discover databases architecture patterns skills, compare source repositories and read the instructions for each workflow.
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GitHub
api-design
Reviews API designs for simplicity and error handling. Use when designing APIs, evaluating interface complexity, or eliminating error conditions.
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GitHub
module-depth
Reviews modules for depth vs shallowness. Use when designing APIs, reviewing class interfaces, or evaluating abstraction value.
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GitHub
software-specification
This skill should be used when the user asks to "write specifications", "specify an abstraction", "create contract tests", "property-based testing", "design by contract", "specification tests", or discusses how...
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GitHub
using-apex-mcp
Use when calling APEX MCP tools (apex_patterns_lookup, apex_patterns_overview, apex_task_create, apex_reflect, etc.) for pattern intelligence, task tracking, or submitting reflections. Reference guide for all 1...
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GitHub
architecture-patterns
Common architectural patterns and design best practices. Use when designing system architecture, choosing design patterns, or creating technical designs.
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GitHub
decision-tracking
ADR management and decision logging. Use when documenting architectural decisions, tracking technical choices, or creating decision records.
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GitHub
spec-management
Templates and patterns for requirements documents. Use when creating specifications, validating spec structure, or managing requirements documentation.
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GitHub
breaking-change-detection
OpenAPI diff tools, schema comparison, and migration guide templates for detecting breaking changes in APIs, databases, and contracts. Use when analyzing API changes, comparing OpenAPI specs, detecting breaking...
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GitHub
auto-rollback-triggers
Error rate monitoring, SLO detection, and notification webhooks for automated rollback triggers. Use when setting up automated deployment rollback, monitoring error rates, configuring SLO thresholds, implementi...
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GitHub
architecture-patterns
Architecture design templates, mermaid diagrams, documentation patterns, and validation tools. Use when designing system architecture, creating architecture documentation, generating mermaid diagrams, documenti...
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GitHub
task-layering
Breaks down specs into complexity-stratified tasks. Use when organizing tasks, assigning work to agents, or when user mentions task layering, task stratification, or parallel task execution.
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GitHub
api-patterns
REST/GraphQL/tRPC API pattern library with validation, error handling, and documentation. Use when creating backend APIs.
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GitHub
doc-sync
Documentation synchronization using Mem0 for tracking relationships between specs, architecture, ADRs, and roadmap
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GitHub
customer-success-manager
Expert customer success covering onboarding, adoption, retention, expansion, health scoring, and customer advocacy.
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GitHub
senior-devops
Expert DevOps engineering covering CI/CD pipelines, infrastructure as code, container orchestration, cloud platforms, and site reliability.
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GitHub
senior-cloud-architect
Expert cloud architecture covering AWS, GCP, Azure, multi-cloud strategy, cost optimization, and cloud-native design.
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GitHub
analytics-engineer
Expert analytics engineering covering data modeling, dbt development, data transformation, and semantic layer management.
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GitHub
product-designer
Expert product design covering UI/UX design, design systems, prototyping, user research, and design thinking.
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GitHub
delivery-manager
Expert delivery management covering continuous delivery, release management, deployment coordination, and service operations.
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GitHub
senior-fullstack
Expert full-stack development covering frontend frameworks, backend services, databases, APIs, and deployment for modern web applications.
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GitHub
senior-architect
Expert software architecture covering system design, distributed systems, microservices, scalability patterns, and technical decision-making.
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GitHub
senior-backend
Expert backend development covering API design, database architecture, microservices, message queues, caching, and system scalability.
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GitHub
solutions-architect
Expert solutions architecture covering technical requirements, solution design, integration planning, and enterprise architecture alignment.
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