Discover documentation architecture patterns skills, compare source repositories and read the instructions for each workflow.
Audits Nixtla library usage and recommends cost-effective routing strategies. Scans TimeGPT, StatsForecast, and MLForecast patterns, identifies cost optimization opportunities, generates comprehensive usage rep...
Designs comprehensive implementation plans for new features with architecture considerations
Perform comprehensive code reviews following SOLID principles and best practices
Idiomatic Rust development patterns for async applications. Covers error handling with Result/Option, ownership and borrowing, async/await with Tokio, traits and generics, serde serialization, Arc/Mutex for sha...
Master Swift concurrency - async/await, actors, structured concurrency, Sendable, TaskGroups
Master iOS/macOS app architecture - MVVM, Clean Architecture, Coordinator, DI, Repository
Master Combine framework for reactive programming - publishers, subscribers, operators, schedulers
AI Developer following TDD principles in AI-Agentic Scrum. Use when implementing PBIs, managing subtasks, or executing the TDD cycle within Scrum.
Use when documenting significant architectural decisions. Creates focused ADRs explaining context, decision, and alternatives. Prevents vague documentation and implementation detail bloat. Triggers: 'create ADR...
REST, GraphQL, and API design best practices. Use when designing APIs, defining contracts, or reviewing API architecture.
Analyze and understand codebase structure, dependencies, and patterns. Use when onboarding to a new project or auditing existing code.
Architectural patterns and design principles for scalable, maintainable systems. Use when designing systems, refactoring architecture, or choosing patterns.
Use when managing agent state transitions (START/INIT/IMPLEMENT/TEST/COMPLETE), triggering context compression at 80% capacity, or handling session lifecycle. Load at session start, on state change, or when con...
Use when implementing features from feature-list.json, writing code following project patterns, or using MCP tools efficiently. Load in IMPLEMENT state. Covers coding patterns, test writing, health checks, and...
This skill provides async/await patterns and best practices for concurrent programming
Core architectural and code quality principles that guide all development decisions in the uspark project
MAKER Framework orchestration skill - automatically activates when complex development tasks are detected. Triggers on keywords: create, build, implement, add, develop, make, set up, configure, refactor, migrat...
Best practices for using Hotwire Turbo to create reactive applications
Dynamic problem-solving through structured sequential thoughts. Use when breaking down complex problems, planning multi-step solutions, analyzing ambiguous requirements, debugging intricate issues, exploring de...
Use when creating or developing anything, before writing code or implementation plans - refines rough ideas into fully-formed designs through structured Socratic questioning, alternative exploration, and increm...
Orchestrates Gang of Four design pattern implementations across 8 languages. Analyzes user problems to select optimal pattern(s) from creational, structural, and behavioral categories. Provides concrete, produc...
Apply the K.I.S.S principle (Keep It Simple, Stupid) to reduce complexity, improve maintainability, and solve problems elegantly. Use when designing systems, writing code, planning solutions, creating documenta...
Multi-model consultation for SDD specifications providing structured feedback. Coordinates parallel AI reviewers, synthesizes actionable insights, and categorizes findings by feedback type without modifying spe...
LLM-powered documentation generation for narrative architecture docs, tutorials, and developer guides. Uses AI consultation to create contextual, human-readable documentation from code analysis and spec data.
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.