GitHub
c3-design
Use when designing, updating, or exploring system architecture with C3 methodology - iterative scoping through hypothesis, exploration, and discovery across Context/Container/Component layers
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testing security architecture patterns AI Skills
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GitHub
adversarial-validator
Rigorous adversarial validation for proposed solutions, architectures, and design decisions. Use when a plan, design, implementation, or architectural decision needs systematic challenge before commitment. Trig...
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GitHub
principal-data-engineer
Expert-level guidance on data platform architecture, pipeline design patterns, and engineering rigor. Use this skill when designing new data platforms, reviewing complex DAGs, or establishing engineering standa...
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GitHub
software-architecture
Senior Staff Engineer guidance for Clean Architecture, SOLID principles, and Domain-Driven Design. Use for refactoring, planning new modules, or reviewing code organization.
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GitHub
project-manager
Orchestrate multi-agent development workflows. Use when starting a new feature to coordinate architecture design, implementation, code review, and release through specialized sub-agents.
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GitHub
global-error-handling
Implement robust error handling with user-friendly messages, specific exception types, centralized handling, and graceful degradation. Use this skill when adding try-catch blocks, error boundaries, or exception...
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GitHub
auth-comprehensive
Production-grade authentication & authorization covering JWT, cookies, sessions, hashing, MFA, OAuth2, RBAC, and permissions across all frameworks (Next.js, Express.js, FastAPI, Django, Spring, etc.). Includes...
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GitHub
architect
System design and architecture generation with iterative review
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GitHub
external-perspectives
Curated community patterns and alternative approaches from AI-assisted development ecosystem. Auto-activates when users ask about workflow patterns, context management techniques, or alternative prompting strat...
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GitHub
pre-project-planning-assistant
Guides users through pre-project planning phase. Auto-activates when users ask about starting new projects, planning architecture, choosing tech stacks, or creating project plans. Provides structured guidance t...
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GitHub
integration-expert
Expert on external API integration, backend proxy architecture, backend functions, rate limiting, and data fetching strategies. Use when integrating with external services, designing backend functions, or under...
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GitHub
feature-implementer
Implements GigLedger features following Clean Architecture. Use when building out feature modules from GitHub issues. Creates all layers (presentation, application, domain, data) with proper patterns.
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GitHub
debugging-strategies
Master systematic debugging techniques to problem, profiling tools, and root cause analysis to efficiently track down bugs across any codebase or technology stack. Use when investigating bugs, performance issue...
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GitHub
arbtr-architectural-governance
Check Arbtr for architectural decisions before scaffolding features, adding npm dependencies, refactoring code, or making architectural changes. Use this skill when the user asks to add new features, install li...
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GitHub
refactoring-workflow
IBL5 module refactoring using interface-driven architecture pattern with Repository/Service/View separation. Use when refactoring legacy PHP-Nuke modules to modern PHP.
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GitHub
service-audit
Enforce TapScore backend service layer organization and code quality standards. Use when implementing or modifying service classes, business logic, or database operations. Ensures compliance with service layer...
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GitHub
react-patterns
React best practices, hooks patterns, and component architecture. Use when building React components or debugging React issues. (project)
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GitHub
testing-best-practices
Testing methodologies, patterns, and best practices for unit, integration, and E2E tests. (project)
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GitHub
api-design
RESTful API design principles, patterns, and best practices. Use when building backend APIs. (project)
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GitHub
implementation-supervisor
Phased Implementation Supervisor to coordinate coding and code review subagents. Use this skill when the user has an implentation plan file and wants to execute it phase by phase with build verification, testin...
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GitHub
adr
Create TCC Architecture Decision Records (ADRs) in docs/ADRs for architecture, data, API, security, infra, or compliance decisions. Use when making or changing significant system behavior, contracts, tenancy/RL...
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GitHub
ai-workflow-integration
Convert AI fluency into throughput by embedding AI into repeatable workflows with triggers, quality gates, and iteration loops that compound over time.
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GitHub
ai-problem-framing
Turn vague intent into solvable structures with explicit objectives, constraints, success criteria, and clear human vs AI responsibility boundaries.
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GitHub
pr-author-agent
AI-powered PR Author Agent that transforms Observability Diff Plans into Pull Requests. Use when: (1) Generating instrumentation code from Scout Agent output, (2) Creating OTel configuration, correlation header...
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