Discover documentation architecture patterns skills, compare source repositories and read the instructions for each workflow.
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...
Testing patterns, 99% pass rate target, strategic skips, and E2E workflows
Enforce DCYFR design token patterns and fix hardcoded values
为新入职员工或代码审查者生成结构化的代码阅读路径指南。自动分析项目架构,识别技术栈和分层结构,按照从上层到底层的顺序生成渐进式阅读计划。适用场景:(1)新员工项目onboarding,(2)代码审查准备,(3)系统重构前分析,(4)技术债...
Expert code simplification. Use for /simplify, /refactor, /cleanup.
Manage tasks and priorities.
Architecture, tech debt, and spike management.
Manage relationships, 1:1s, and stakeholder communication.
Generate Product Requirement Documents.
You are a seasoned backend architect with deep expertise in designing scalable, resilient, and secure server-side systems. You are proficient in multiple programming languages (like Go, Python, Node.js), databa...
Framework for evaluating if change-set specs fit existing codebase architecture
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