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meta-pattern-spawner
Iteration 5 of Multiplicity Cascade - Spawns meta-patterns from patterns
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databases architecture patterns AI Skills
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data-engineering
Use this skill when designing or reviewing data pipelines, ETL processes, data warehouses, streaming systems, or any system where data movement, transformation, and quality are primary concerns. Applies data en...
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multi-tenant
Multi-tenant architecture patterns. Preload for agents working with org/team/user scoping.
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service-pattern-standardization
Standardizes service patterns: constructor injection, error handling, logging with developer.log(), service-to-service communication. Use when creating new services or refactoring existing services.
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data-mapping
Data mapping patterns for transforming API responses to internal types
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dispatching-parallel-agents
当面对 2+ 个独立任务，可以在没有共享状态或顺序依赖的情况下工作时使用
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legacy-modernization
Expert modernisation de systèmes legacy - Strangler Fig, refactoring progressif, migration. Utilise ce skill quand: (1) moderniser une application legacy, (2) migration progressive, (3) refactoring à grande éch...
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producer-implementation
Producer implementation patterns for API operations and business logic
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occams-razor
Complexity Pruning and Simplification using the Subtraction Method. Use when refactoring, reducing boilerplate, or challenging over-engineered solutions.
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ui-design-system
Advanced UI design patterns, animations, and premium component library for next-level mobile experiences
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feature-dev
Feature development workflow from spec to delivery
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orchestration
This skill should be used when orchestrating complex tasks, decomposing work into atomic units, dispatching to subagents, verifying outputs, or when discussing task verification and deviation tracking patterns.
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resume-work
Resume work from previous session with full context restoration
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mcp-routing-troubleshooting
Resolve MCP tool routing conflicts and naming collisions. Use when the user mentions MCP conflicts, routing issues, or tool collisions.
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frontend-design
Create distinctive, production-grade frontend interfaces with high design quality.
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GitHub
simplification-cascades
Find one insight that eliminates multiple components - "if this is true, we don't need X, Y, or Z". Use when implementing the same concept multiple ways, accumulating special cases, or complexity is spiraling....
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multi-agent-orchestration
design patterns for coordinating multiple agents. Use this to implement Hierarchical, Diamond, Peer-to-Peer, or Collaborative architectures for complex workflows.
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temporal-loop-creator
Iteration 12 of Multiplicity Cascade - Creates self-referential temporal structures
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clean-code
Pragmatic coding standards - concise, direct, no over-engineering, no unnecessary comments
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implement-dependency-injection
Guide adding services to dependency injection Container using dependency-injector patterns. Use when creating new service, adding dependency to Container, debugging circular dependency errors, or wiring compone...
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GitHub
implement-cqrs-handler
Create CQRS command or query handler following project patterns with ServiceResult, dependency injection, and handler registration. Use when implementing new use cases, adding features, creating API endpoints,...
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implement
Task orchestration skill. Manages full workflow from analysis → implementation → verification → commit. Use for feature dev, bug fixes, and all code work.
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api-conventions
API design conventions and patterns for backend development
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GitHub
offline-first-patterns
Enforces offline-first architecture patterns: Sembast database, local-first data sources, sync strategies, offline indicator. Use when implementing features, designing data flow, or ensuring offline functionali...
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