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name: go-concurrency-pipelines description: Design, implement, test, and review bounded in-process Go concurrency using goroutines, channels, iterators, mutexes, shared collections, WaitGroup, errgroup, backpressure, ordering, cancellation, and deterministic lifecycle checks. Use when building worker pools, streaming pipelines, concurrent batches, background stages, or diagnosing races, goroutine leaks, blocked operations, synchronization ownership, and shutdown failures. license: MIT compatibility: Codex, Claude Code, and other Agent Skills-compatible clients. metadata: version: "0.2.0" displayName: Go Concurrency Pipelines category: Go tags: go,golang,concurrency,goroutines,channels,pipelines

Go Concurrency Pipelines

Every goroutine needs an owner, a stop condition, and a completion path. Bound admission before optimizing throughput.

Core Workflow

1. Define input, output, ordering, partial-result, and failure contracts.
2. Prefer a synchronous or iterator API unless callers need channel mechanics.
3. Assign ownership of goroutines, channel closure, timers, and cancellation.
4. Bound concurrency, queues, retries, and memory together.
5. Make every blocking send, receive, and wait cancellation-aware.
6. Join all owned goroutines on success, failure, cancellation, and early exit.
7. Test lifecycle behavior with barriers and deadlines rather than sleeps.
8. Review shared maps, slices, locks, wait groups, and copied synchronization values.
9. Run race checks and inspect leak-prone paths.

Read Next

Task	Load
Design a pipeline	guidelines.md, workflows/design-cancellable-pipeline.md
Review goroutine ownership	workflows/review-goroutine-lifecycle.md
Test concurrency deterministically	workflows/test-concurrency-contract.md
Choose channels, iterators, buffers, or ordering	references/concurrency-pipelines/knowledge.md, references/concurrency-pipelines/rules.md
Review mutexes, WaitGroup, errgroup, or shared collections	references/concurrency-pipelines/rules.md, references/concurrency-pipelines/examples.md
Review patterns	references/concurrency-pipelines/examples.md

Guardrails

• Only a sender that owns completion closes a channel.
• Do not use a buffer as a substitute for cancellation and joining.
• Do not expose internal channels when an iterator or synchronous result suffices.
• Do not assume select guarantees fairness.
• Do not multiply a concurrency limit through hidden retries or nested fan-out.
• Do not prove timing behavior with arbitrary sleeps.
• Do not copy values containing mutexes, wait groups, conditions, or other sync state.
• Do not detach work from a request without a new bound, owner, error sink, and join policy.

Source Notes

Guidance is transformed and paraphrased from Inanc Gumus, Go by Example: Programmer's Guide to Idiomatic and Testable Programs (Manning, 2025), Chapters 6-7 and Appendix E. Examples are original.

Synchronization, context, and shared-collection guidance also incorporates transformed material from Teiva Harsanyi, 100 Go Mistakes and How to Avoid Them (Manning, 2022), Chapters 8-9.

Book: https://www.manning.com/books/go-by-example

Verify language and API behavior against https://go.dev/ref/spec, https://pkg.go.dev/context, https://pkg.go.dev/iter, and https://go.dev/doc/articles/race_detector.