Discover devops architecture patterns skills, compare source repositories and read the instructions for each workflow.
Coordinate multiple specialized Skills and Task Agents through parallel, sequential, swarm, hybrid, or iterative execution strategies. Use when orchestrating multi-worker workflows, managing dependencies, or op...
Dynamically validate codebase compliance with architectural decisions and constraints
Analyze gaps between implementation plans and actual codebase implementation for the Rust self-learning memory project
Break down complex tasks into atomic, actionable goals with clear dependencies and success criteria. Use when planning multi-step projects, coordinating agents, or decomposing complex requests.
Synchronize memories between Turso (durable) and redb (cache) storage layers. Use when cache appears stale, after failures, or during periodic maintenance.
Systematic approach to implementing new features in the Rust memory system following project conventions. Use when adding new functionality with proper testing and documentation.
Create implementation plans with requirements, design, and tasks. Use when planning new features or components. Generates three files with approval gates at each phase.
Guide for organizing code by business verticals in the Mastra project. Use this when creating new features or reorganizing code structure.
Always prefer well-maintained npm packages over custom implementations. Use this when considering implementing utility functions or common functionality.
Senior AI product strategist who challenges assumptions and pushes back on flawed ideas. Use this skill when planning features, making product decisions, prioritizing AI capabilities, or evaluating competitive...
Hybrid orchestrator: spec-driven for protocol/interface artifacts, design-driven for architecture and implementation.
Orchestrator guiding developers through implementation, debugging, and verification phases across specialized code quality skills (project)
Unified markdown and OpenCode component specialist providing document quality enforcement (structure, style), content optimization for AI assistants, complete component creation workflows (skills, agents, comma...
Design and implement DDD patterns (entities, value objects, aggregates, CQRS). Use when creating new domain objects, implementing bounded contexts, designing repository interfaces, or learning proper layer sepa...
Maintain Structurizr C4 architecture diagrams in sync with code changes. Use when adding components, modifying relationships, changing architectural boundaries, or implementing new patterns. Ensures workspace.d...
Guide for contributing to the OpenAPI layer using processor pattern, complexity management, and functional programming. Use when adding endpoint factories, processors, parameter descriptions, reducing cyclomati...
Diagnose and fix Deptrac architectural violations automatically. Use when Deptrac reports dependency violations, layers are incorrectly coupled, or when refactoring code to respect hexagonal architecture bounda...
Build multi-step skills using a state-machine pattern with dumb orchestrator and smart phases
Primary Instruction Protocol for Senior Engineering Agents. Expert in Cognitive Architectures, Memory Systems, and 2026 Context Engineering.
Master Architect in Stagehand V3. Expert in Direct CDP Automation, Decision Caching, and Agentic Web Orchestration for 2026.
Query code architecture using README_AI.md index files. Use when user asks about project structure, where features are implemented, how modules work, or wants to understand codebase architecture. Triggered by q...
Complete Go backend development patterns including table-driven tests, mocking, observability (tracing, logging, metrics), and HTTP handler patterns.
ADK Bidi-streaming expert with comprehensive knowledge of streaming architecture, implementation patterns, and production best practices
Gemma Domain Trainer (Prototype)
The default order uses GitHub repository stars from our indexed data. Stars belong to the source repository and may be shared by multiple skills. They indicate repository interest, not skill installs or an independent quality score.