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mcpgraph
Build no-code MCP servers with tools that compose and orchestrate other MCP tools, with data transformation and conditional logic.
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devops architecture patterns AI Skills
Discover devops architecture patterns skills, compare source repositories and read the instructions for each workflow.
Categories: devops architecture patterns
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GitHub
concept-scaffolding
This skill should be used when scaffolding complex concepts for learners. It applies cognitive load architecture principles to break down concepts into digestible pieces while respecting learning science limits...
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GitHub
ros2-gazebo-bridge
Configure ros_gz_bridge to connect Gazebo topics with ROS 2 for closed-loop control
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GitHub
ros2-publisher-subscriber
Generate ROS 2 publisher and subscriber code examples for educational content. This skill should be used when creating lessons that teach ROS 2 pub/sub patterns, writing exercises involving topic-based communic...
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GitHub
advanced-effect-di-environment
Model dependencies using Effect-style Context, Layer, and Service patterns with compile-time safety. Use when designing DI systems, modeling environments, or building Effect-TS applications.
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GitHub
advanced-modular-library-design
Design modular libraries with clear package boundaries, feature-first organization, and clean API surfaces. Use when structuring monorepos, defining module boundaries, or designing library APIs.
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GitHub
advanced-clean-hexagonal-architecture
Apply Clean Architecture and Hexagonal (Ports & Adapters) patterns for domain isolation and testability. Use when designing system boundaries, creating ports/adapters, or structuring domain-driven applications.
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GitHub
global-api-design
Your approach to handling global API design. Use this skill when working on files where global API design comes into play.
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GitHub
advanced-deterministic-runtime-container
Build deterministic IoC containers with proper lifecycle management, scoping, and disposal patterns. Use when implementing DI containers, managing service lifetimes, or designing runtime systems.
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GitHub
database-workflow
Language-agnostic database best practices covering migrations, schema design, ORM patterns, query optimization, and testing strategies. Activate when working with database files, migrations, schema changes, SQL...
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GitHub
api-design-patterns
Language-agnostic API design patterns covering REST and GraphQL, including resource naming, HTTP methods, status codes, versioning, pagination, filtering, authentication, error handling, and schema design. Acti...
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GitHub
archive-reprocessing
Flexible, version-tracked reprocessing system for archive transformations using design patterns (Strategy, Template Method, Observer). Activate when working with tools/scripts/lib/, reprocessing scripts, transf...
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GitHub
development-philosophy
Personal development philosophy emphasizing experiment-driven, fail-fast approach. Activate when planning implementations, reviewing code architecture, making design decisions, or when user asks to apply develo...
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GitHub
structured-analysis
Apply structured analytical frameworks to any artifact (prompts, systems, documents, code). 12 frameworks in 3 tiers: Core (4 universal), Auto-Invoke (specialized), On-Demand (advanced). Includes adversarial-re...
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GitHub
debugging-complex-multi-layer-systems
A reasoning pattern for diagnosing and fixing bugs that span multiple abstraction layers in complex systems.
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GitHub
bloodbank-event-system
Use this skill when facilitating communication between different systems in the 33GOD ecosystem. Every action in the pipeline is invoked by an event published by Bloodbank. Simiarly, every result is published a...
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GitHub
33god-system-expert
Deep knowledge expert for the 33GOD agentic pipeline system, understands component relationships and suggests feature implementations based on actual codebase state
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GitHub
creating-workflows
Use this skill when creating automated multi-phase workflows for development tasks using claude-flow orchestration. Implements patterns for implementation kickoff, verification, retry loops, and failure recover...
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GitHub
ecosystem-patterns
Use this when creating new projects, generating documentation, cleaning/organizing a repo, suggesting architecture, deploying containers and services, naming files/folders, or when the user references 'ecosyste...
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GitHub
php-laravel
Laravel 12 best practices, Eloquent patterns, service classes, Form Requests, and PHP 8.x features. Use when working with Laravel projects, controllers, models, migrations, or any PHP backend code.
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GitHub
python-fastapi-ai
Python FastAPI patterns, Alembic migrations, Pydantic v2, and AI Engineering (raw patterns, LangChain, Google ADK). This skill should be used when working with Python APIs, database migrations, or AI/LLM applic...
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GitHub
managing-deployment-rollbacks
Use when you need to work with deployment and CI/CD. This skill provides deployment automation and orchestration with comprehensive guidance and automation. Trigger with phrases like "deploy application", "crea...
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GitHub
building-api-gateway
Create API gateways with routing, load balancing, rate limiting, and authentication. Use when routing and managing multiple API services. Trigger with phrases like "build API gateway", "create API router", or "...
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GitHub
tracking-service-reliability
Define and track SLAs, SLIs, and SLOs for service reliability including availability, latency, and error rates. Use when establishing reliability targets or monitoring service health. Trigger with phrases like...
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