GitHub
tdd-enforcement-algorithm
Algorithmic decision tree enforcing test-first development via boolean conditions instead of imperatives
☆ 12View skill
business architecture patterns AI Skills
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Categories: business architecture patterns
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GitHub
following-plans
Algorithmic decision tree for when to follow plan exactly vs when to report BLOCKED - prevents scope creep and unauthorized deviations
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GitHub
systematic-debugging
Use when encountering any bug, test failure, or unexpected behavior, before proposing fixes - four-phase framework (root cause investigation, pattern analysis, hypothesis testing, implementation) that ensures u...
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GitHub
capturing-learning-from-completed-work
Systematic retrospective to capture decisions, lessons, and insights from completed work
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GitHub
algorithmic-command-enforcement
Use boolean decision trees instead of imperatives for 100% compliance under pressure
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GitHub
creating-research-packages
Document complex domain knowledge as self-contained packages with multiple reading paths
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GitHub
runi-design
Build UI components and pages following the runi design system. Use this skill when creating React components for runi—the HTTP client that catches spec drift, verifies AI-generated code, and reveals cross-API...
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GitHub
planning
Technical implementation planning and architecture design. Capabilities: feature planning, system architecture, technical evaluation, implementation roadmaps, requirement breakdown, trade-off analysis, codebase...
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GitHub
brainstorming
Use BEFORE any creative work - creating features, building components, adding functionality, or modifying behavior
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GitHub
testing-strategy
Comprehensive guide for implementing AIDB tests following E2E-first philosophy, DebugInterface abstraction, and MCP response health standards
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GitHub
aidb-architecture
Comprehensive architectural reference for AIDB core and MCP integration. Covers 6-layer architecture (MCP, Service, Session, Adapter, DAP Client, Protocol), component organization, data flow patterns, and desig...
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GitHub
mcp-patterns
MCP server development patterns including Zod schema design, error handling, logging, response format, and testing strategies. Use when developing or contributing to @youdotcom-oss/mcp package.
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GitHub
spring-data-jpa
Implement Spring Data JPA repositories, entities, and queries following modern best practices. Use for creating repositories (only for aggregate roots), writing queries (@Query, DTO projections), custom reposit...
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GitHub
musubix-c4-design
Guide for creating C4 model design documents. Use this when asked to create architecture designs, system context diagrams, container diagrams, or component diagrams following the C4 model methodology.
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GitHub
musubix-adr-generation
Guide for creating Architecture Decision Records (ADRs). Use this when asked to document architecture decisions, technology choices, or design trade-offs.
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GitHub
musubix-traceability
Guide for managing traceability between requirements, designs, code, and tests. Use this when asked to verify traceability, create traceability matrices, or perform impact analysis.
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GitHub
musubix-code-generation
Guide for generating code from design specifications using MUSUBIX. Use this when asked to generate code, implement features, or create components following design documents.
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GitHub
musubix-best-practices
Guide for applying MUSUBIX's 17 learned best practices. Use this when asked about coding patterns, design patterns, or testing patterns that MUSUBIX recommends.
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GitHub
musubix-domain-inference
Guide for automatic domain detection and component inference. Use this when asked to identify the domain of a project and get recommended components for that domain.
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GitHub
musubix-code-generation
Guide for generating code from design specifications using MUSUBIX. Use this when asked to generate code, implement features, or create components following design documents.
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GitHub
jbct
Java Backend Coding Technology skill for designing, implementing, and reviewing functional Java backend code. Use when working with Result, Option, Promise types, value objects, use cases, or when asked about J...
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GitHub
effect-ts-architecture
This skill should be used when implementing 7-layer Effect-TS architecture patterns, creating standardized services and stores, implementing domain-specific error handling, or validating architectural consisten...
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GitHub
deep-analysis
Perform complex fault analysis requiring multi-step diagnostics and subtask decomposition. Use when user asks to "troubleshoot", "analyze root cause", "why is network slow", "cannot access server", or needs sys...
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GitHub
software-architecture
Guide for quality focused software architecture. This skill should be used when users want to write code, design architecture, analyze code, in any case that relates to software development (.NET/C#).
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