parallel-agents
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reduce-orchestrator
MapReduce root/orchestrator with a mandatory parallel Verify phase, narrative-first reduction, deterministic artifact lifecycle management (.rlm run/archives), and concurrency safety (per-run locks + cleanup lock). Use when coordinating many parallel map-worker tasks under optional hint_paths, then synthesizing narrative reports into a decision to iterate or finish.
synchronization-algorithms
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async-expert
Expert in asynchronous programming patterns across languages (Python asyncio, JavaScript/TypeScript promises, C# async/await, Rust futures). Use for concurrent programming, event loops, async patterns, error handling, backpressure, cancellation, and performance optimization in async systems.
async-programming
Concurrent operations with asyncio and Tokio, focusing on race condition prevention, resource safety, and performance
python-async-patterns
Python asyncio patterns for concurrent programming. Triggers on: asyncio, async, await, coroutine, gather, semaphore, TaskGroup, event loop, aiohttp, concurrent.
codex-parallel-subagents
Run multiple AI agent threads in parallel with bounded concurrency. Use for parallel file processing, multi-package updates, batch codebase operations, or fan-out tasks. Uses the MoonBit Codex SDK for agent orchestration.
concurrency
Comprehensive concurrency and parallelism patterns for multi-threaded and async programming. Use when implementing async/await, parallel processing, thread safety, worker pools, or debugging race conditions and deadlocks. Triggers: async, await, concurrent, parallel, threads, race condition, deadlock, mutex, semaphore, worker pool, queue.
golang
Go language expertise for writing idiomatic, production-quality Go code. Use for Go development, concurrency patterns, error handling, testing, and module management. Triggers: go, golang, goroutine, channel, go mod, go test, effective go.
Swift 6 Paradigm Shift Guide
Comprehensive analysis of Swift 6 ownership, concurrency safety, and systems programming foundations.
go-code-review
Reviews Go code for idiomatic patterns, error handling, concurrency safety, and common mistakes. Use when reviewing .go files, checking error handling, goroutine usage, or interface design.
swift-concurrency
Expert guidance on Swift Concurrency concepts. Use when working with async/await, Tasks, actors, MainActor, Sendable, isolation domains, or debugging concurrency compiler errors. Helps write safe concurrent Swift code.
swift-expert
Use when building iOS/macOS applications with Swift 5.9+, SwiftUI, or async/await concurrency. Invoke for protocol-oriented programming, SwiftUI state management, actors, server-side Swift. Keywords: Swift, SwiftUI, iOS, macOS, async, Combine, UIKit.
kotlin-specialist
Use when building Kotlin applications requiring coroutines, multiplatform development, or Android with Compose. Invoke for Flow API, KMP projects, Ktor servers, DSL design, sealed classes. Keywords: Kotlin, coroutines, Flow, multiplatform, Compose, Ktor.
golang-pro
Use when building Go applications requiring concurrent programming, microservices architecture, or high-performance systems. Invoke for goroutines, channels, Go generics, gRPC integration. Keywords: Go, Golang, concurrency, microservices, goroutines.
ln-628-concurrency-auditor
Concurrency audit worker (L3). Checks race conditions, missing async/await, resource contention, thread safety, deadlock potential. Returns findings with severity, location, effort, recommendations.
dispatching-parallel-agents
Use when facing 3+ independent failures that can be investigated without shared state or dependencies - dispatches multiple Claude agents to investigate and fix independent problems concurrently
migrating-to-swift-concurrency
Provides the complete Swift Concurrency Migration Guide. Use when migrating to Swift 6, resolving data-race safety errors, understanding Sendable and actor isolation, or incrementally adopting async/await.
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