GitHub
jujutsu-planning
Proactively use when planning a complex multi-step implementation.
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databases architecture patterns AI Skills
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Categories: databases architecture patterns
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multi-agent-patterns
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...
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GitHub
obra-dispatching-parallel-agents
Use when facing 2+ independent tasks that can be worked on without shared state or sequential dependencies
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GitHub
api-designer
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...
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GitHub
sop-api-development
Complete REST API development workflow coordinating backend, database, testing, documentation, and DevOps agents. 2-week timeline with TDD approach.
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GitHub
feature-dev-complete
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...
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GitHub
cascade-orchestrator
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...
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GitHub
detect-recurrence-pattern
Detect recurring patterns in issues and events. Identifies temporal, resource-based, cluster, and cascading patterns. Suggests prevention strategies. Keywords: recurrence, pattern, detection, trending, recurrin...
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GitHub
serena-analyze
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.
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GitHub
when-mapping-dependencies-use-dependency-mapper
Comprehensive dependency mapping, analysis, and visualization tool for software projects
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GitHub
get-capacity-recommendations
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...
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GitHub
swift-concurrency
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...
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GitHub
when-managing-multiple-repos-use-github-multi-repo
Multi-repository coordination, synchronization, and architecture management with AI swarm orchestration. Coordinates repo-architect, code-analyzer, and coordinator agents across multiple repositories to maintai...
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GitHub
when-using-advanced-swarm-use-swarm-advanced
Advanced swarm patterns with dynamic topology switching and self-organizing behaviors for complex multi-agent coordination
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GitHub
when-orchestrating-swarm-use-swarm-orchestration
Complex multi-agent swarm orchestration with task decomposition, distributed execution, and result synthesis
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GitHub
cairo-component-dependencies
Explain component dependency patterns, trait bounds, and dependency access helpers; use when a request involves components that rely on other components in Cairo.
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GitHub
cairo-match
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.
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GitHub
cairo-if-let-while-let
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.
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GitHub
gleam-otp-development
Guides Claude through building concurrent, fault-tolerant applications with Gleam OTP. Use when creating actors, supervision trees, or building distributed BEAM applications.
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GitHub
cairo-recoverable-errors
Explain Cairo recoverable errors using `Result`, `ResultTrait`, and the `?` operator; use when a request involves returning, matching, or unwrapping `Result` values in Cairo.
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GitHub
cairo-generics-traits
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...
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GitHub
dcyfr-testing
Testing patterns, 99% pass rate target, strategic skips, and E2E workflows
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GitHub
dcyfr-design-tokens
Enforce DCYFR design token patterns and fix hardcoded values
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GitHub
code-reading-guide
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...
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