Discover testing security architecture patterns skills, compare source repositories and read the instructions for each workflow.
Reviews in-progress implementation against feature specification and plan - provides structured compliance report with categorized issues for fixing. Mid-implementation checkpoint for quality.
Finds similar implementations, usage examples, and existing patterns in the codebase - shows concrete code examples for modeling new work. Pattern librarian documenting what exists without judgment.
Use when invalid data causes failures deep in execution, requiring validation at multiple system layers - validates at every layer data passes through to make bugs structurally impossible
Proactively use when planning a complex multi-step implementation.
Design multi-agent systems with supervisor, peer-to-peer, and hierarchical architectures. Use for agent coordination, context isolation, and distributed workflows. Based on muratcankoylan/Agent-Skills-for-Conte...
Use when facing 2+ independent tasks that can be worked on without shared state or sequential dependencies
Design and document RESTful and GraphQL APIs with OpenAPI/Swagger specifications, authentication patterns, versioning strategies, and best practices. Use for: (1) Creating API specifications, (2) Designing REST...
Complete REST API development workflow coordinating backend, database, testing, documentation, and DevOps agents. 2-week timeline with TDD approach.
Complete feature development lifecycle from research to deployment. Uses Gemini Search for best practices, architecture design, Codex prototyping, comprehensive testing, and documentation generation. Full 12-st...
Creates sophisticated workflow cascades coordinating multiple micro-skills with sequential pipelines, parallel execution, conditional branching, and Codex sandbox iteration. Enhanced with multi-model routing (G...
Detect recurring patterns in issues and events. Identifies temporal, resource-based, cluster, and cascading patterns. Suggests prevention strategies. Keywords: recurrence, pattern, detection, trending, recurrin...
Analyze codebase structure using Serena's symbolic tools. Use for understanding project architecture, generating structure overviews, mapping dependencies between components, and onboarding to new codebases.
Comprehensive dependency mapping, analysis, and visualization tool for software projects
Analyze cluster capacity and provide scaling recommendations. Forecasts resource needs, identifies imbalances, and suggests actions. Use for capacity planning and proactive scaling. Keywords: capacity, planning...
Expert guidance on Swift Concurrency best practices, patterns, and implementation. Use when developers mention: (1) Swift Concurrency, async/await, actors, or tasks, (2) "use Swift Concurrency" or "modern concu...
Multi-repository coordination, synchronization, and architecture management with AI swarm orchestration. Coordinates repo-architect, code-analyzer, and coordinator agents across multiple repositories to maintai...
Advanced swarm patterns with dynamic topology switching and self-organizing behaviors for complex multi-agent coordination
Complex multi-agent swarm orchestration with task decomposition, distributed execution, and result synthesis
Explain component dependency patterns, trait bounds, and dependency access helpers; use when a request involves components that rely on other components in Cairo.
Explain Cairo match expressions, pattern matching on enums, exhaustiveness, and wildcard arms; use when a request involves matching Option/Result or enum values in Cairo.
Explain Cairo `if let` and `while let` concise control flow; use when a request involves matching a single pattern or looping over Option-like values in Cairo.
Guides Claude through building concurrent, fault-tolerant applications with Gleam OTP. Use when creating actors, supervision trees, or building distributed BEAM applications.
Explain Cairo recoverable errors using `Result`, `ResultTrait`, and the `?` operator; use when a request involves returning, matching, or unwrapping `Result` values in Cairo.
Explain Cairo generics and traits at a high level, including monomorphization and code size impact; use when a request asks why generics/traits reduce duplication, how trait bounds relate to generics, or why co...
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.