when-mapping-dependencies-use-dependency-mapper
Comprehensive dependency mapping, analysis, and visualization tool for software projects
Discover Documentation skills, compare source repositories and read the instructions for each workflow.
Comprehensive dependency mapping, analysis, and visualization tool for software projects
Detects non-functional "theater" code that appears complete but doesn't actually work. Use this skill to identify code that looks correct in static analysis but fails during execution, preventing fake implement...
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...
Large-scale refactoring using Serena's symbol-based operations. Use for renaming functions/classes/methods across codebase, updating signatures, and ensuring all references are updated consistently.
Write production-ready Go backends, CLIs, and APIs following modern best practices from Google, CockroachDB, GitLab, and Thanos. Use this skill when creating or reviewing Go code for (1) backend services and AP...
Automated comprehensive code documentation generation with API docs, README files, inline comments, and architecture diagrams
Audits code against CI/CD style rules, quality guidelines, and best practices, then rewrites code to meet standards without breaking functionality. Use this skill after functionality validation to ensure code i...
Code style and conventions audit with auto-fix capabilities for comprehensive style enforcement
Explain Cairo comment styles and documentation comments (`//`, `///`, `//!`); use when a request involves commenting code, documenting functions/modules, or generating Cairo API docs.
Expert frontend design guidelines for creating beautiful, modern UIs. Use when building landing pages, dashboards, or any user interface.
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...
Comprehensive guide for building Model Context Protocol (MCP) servers with support for tools, resources, prompts, and authentication. Use when: (1) Creating custom MCP servers, (2) Integrating external APIs wit...
Remove AI writing patterns from prose. Use when drafting, editing, or reviewing text to eliminate predictable AI tells.
Research AWS topics using Kiro CLI as an AWS expert (readonly mode). Use for: AWS documentation, error investigation, CloudFormation/CDK questions, AWS best practices. Note: Uses Kiro's training knowledge only...
Use Claude Code's interactive question tool to gather comprehensive requirements through structured multi-select questions
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.