GitHub
mcp-builder
MCP (Model Context Protocol) server building principles. Tool design, resource patterns, best practices.
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documentation architecture patterns AI Skills
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implement-feature-complete
Complete feature implementation lifecycle with 10 stages: planning, TDD, naming, DRY, implementation, refactor, integration testing, E2E testing, real usage validation, and production monitoring. Use when imple...
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GitHub
quorum
A skill that facilitates a "multi-agent debate" logic, where different specialist agents critique a proposed implementation before the code is written.
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GitHub
unsee-ability-destroyer
Iteration 22 of Multiplicity Cascade - Makes patterns impossible to unsee
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GitHub
feature-brainstorm
Multi-phase brainstorming for complex feature implementations using parallel sub-tasks. Use when the user asks to brainstorm, design, or plan a complex feature, wants to explore implementation approaches, or ne...
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GitHub
distributed-systems
Use this skill when designing or reviewing distributed systems, microservices, event-driven architectures, or any system involving multiple networked components that must coordinate. Applies distributed systems...
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feature-dev
Implement new features in existing projects using 7-phase workflow (Discovery → Explore → Clarify → Design → Implement → Review → Summary). Use when adding functionality, building new components, creating API e...
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GitHub
gate-3-implementation
Gate 3 validation: Implementation quality and type safety
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GitHub
python
Python modern patterns and best practices using type hints, dataclasses, and Protocol-based design. Trigger: When implementing or refactoring Python in .py files (type hints, dataclasses, protocols, enums, type...
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GitHub
feature-creator
Designs and scaffolds new features using a clean, feature-based architecture.
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GitHub
chestertons-fence
A safety protocol for refactoring. Do not remove a fence until you know why it was put up. Use when deleting, simplifying, or "fixing" code you do not fully understand.
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infrastructure
Use this skill when designing or reviewing cloud infrastructure, networking, compute resources, storage systems, or any system involving resource provisioning and management. Applies infrastructure thinking to...
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GitHub
backend-engineer
Expert Backend Engineer for PayU Digital Banking Platform - specializing in Spring Boot, Quarkus, FastAPI, database design, and high-performance system architecture.
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GitHub
paradox-generator
Iteration 10 of Multiplicity Cascade - Generates productive paradoxes
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GitHub
core-protocol
The fundamental operating directives for the Gosling Agent. Defines interaction style, scope management, and architectural philosophy.
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GitHub
tdd
Test-Driven Development principles and practices for AG4
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GitHub
mcp-builder
Build Model Context Protocol (MCP) servers. Guide step-by-step từ specification đến implementation, testing, deployment.
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GitHub
nestjs-expert
Nest.js framework expert specializing in module architecture, dependency injection, middleware, guards, interceptors, testing with Jest/Supertest, TypeORM/Mongoose integration, and Passport.js authentication. U...
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GitHub
surveillance-honeypot
Iteration 14 of Multiplicity Cascade - Makes surveillance exponentially expensive
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GitHub
majestic-monolith
Majestic monolith architecture pattern for modular, single-deployment applications
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GitHub
modular-design
Guide for creating modular, reusable UI components with proper architecture. Use when creating new UI components, organizing a component library, implementing design system patterns, or building reusable UI bui...
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GitHub
api-design
RESTful and GraphQL API design principles, patterns, and best practices
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GitHub
laravel-architecture
協助遵循 Laravel 多層架構規範。當需要設計新功能、重構程式碼、或審查架構時載入此技能。適用於 Controller、Service、Repository 分層設計。
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GitHub
ruthless-reviewer
A code review skill focused on identifying "leaky abstractions," architectural violations, and performance bottlenecks rather than just syntax errors.
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