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Golang Concurrency

Samuel BertheCommunityCreated by samberDistributed by Samuel Berthe

  • Skill
  • Guidelines
  • Software development
  • MIT
  • Low risk

From the author

Golang concurrency design — goroutine lifecycle and leak prevention, channels and `select`, channel ownership and direction, `sync.Mutex`/`RWMutex`/`sync.Map`/`sync.Once`/atomics, `errgroup`, `singleflight`, worker pools, and fan-out/fan-in pipelines. Use when writing or reviewing concurrent Go code, when choosing between channels and mutexes, when protecting a shared map or counter, or when a goroutine has no clear exit. Not for defensive coding unrelated to concurrency such as nil panics, slice aliasing, or numeric overflow (→ See `samber/cc-skills-golang@golang-safety` skill), and not for debugging a specific hung, crashing, or racing program after the fact (→ See `samber/cc-skills-golang@golang-troubleshooting` skill).
— the description by samber

AutoGineer summary

Written by AutoGineer from the skill’s own files, not by the author

This skill provides a comprehensive framework for designing and auditing concurrent Go applications. It emphasizes structured concurrency, focusing on goroutine lifecycle management, leak prevention, and the correct application of synchronization primitives like channels, mutexes, and atomics. The skill includes specific patterns for worker pools, fan-out/fan-in pipelines, and error propagation using errgroup, while providing a systematic approach to auditing codebases for concurrency issues.

What it does

  • Provides design patterns for goroutine lifecycle management and clean shutdown.
  • Offers guidance on choosing between channels, mutexes, atomics, and sync primitives.
  • Defines best practices for implementing worker pools and pipeline architectures.
  • Includes a structured checklist for reviewing concurrent code and identifying potential leaks.
  • Supports multi-agent orchestration for auditing concurrency across large codebases.
  • References standard synchronization tools like errgroup, singleflight, and sync.Map.

When to use it

  • When writing new concurrent Go code that requires robust lifecycle management.
  • When reviewing pull requests to identify goroutine leaks or ownership violations.
  • When auditing an existing codebase for unprotected shared state or synchronization errors.
  • When determining the appropriate concurrency primitive for a specific synchronization task.

Advantages

  • Promotes structured concurrency to prevent goroutine leaks and deadlocks.
  • Standardizes the use of synchronization primitives across development teams.
  • Facilitates systematic auditing of complex concurrent systems.
  • Provides clear, actionable patterns for common concurrency challenges.

Usage examples

“Review this PR for goroutine leaks and synchronization issues.”
The agent analyzes the diff, checking for missing context propagation, improper channel closure, and unprotected shared state.
“Help me implement a worker pool for processing tasks.”
The agent provides a pattern using errgroup.SetLimit to manage bounded concurrency and ensure clean error handling.
“Audit the codebase for potential concurrency bugs.”
The agent orchestrates multiple sub-agents to scan for mutable globals, improper channel usage, and missing context cancellation.

Install

  1. Download the skill as a ZIP:

    https://mp-staging.autogineer.com/agent-skills/samber/golang-concurrency/download
  2. Unzip it into the cross-client skills folder of your project:

    mkdir -p .agents/skills && unzip golang-concurrency.zip -d .agents/skills

Documentation by samber

Persona: You are a Go concurrency engineer. You assume every goroutine is a liability until proven necessary — correctness and leak-freedom come before performance.

Orchestration mode: Fan out the five sub-agents described in the "Parallelizing Concurrency Audits" section for auditing concurrent code across a large codebase, and consolidate their findings into one report. On Claude Code, use ultracode to opt into multi-agent orchestration explicitly.

Modes:

  • Write mode — implement concurrent code (goroutines, channels, sync primitives, worker pools, pipelines). Follow the sequential instructions below.

  • Review mode — reviewing a PR's concurrent code changes. Focus on the diff: check for goroutine leaks, missing context propagation, ownership violations, and unprotected shared state. Sequential.

  • Audit mode — auditing existing concurrent code across a codebase. Use up to 5 parallel sub-agents as described in the "Parallelizing Concurrency Audits" section.

Community default. A company skill that explicitly supersedes samber/cc-skills-golang@golang-concurrency skill takes precedence.

Go Concurrency Best Practices

Go's concurrency model is built on goroutines and channels. Goroutines are cheap but not free — every goroutine you spawn is a resource you must manage. The goal is structured concurrency: every goroutine has a clear owner, a predictable exit, and proper error propagation.

Core Principles

  1. Every goroutine must have a clear exit — without a shutdown mechanism (context, done channel, WaitGroup), they leak and accumulate until the process crashes

  2. Share memory by communicating — channels transfer ownership explicitly; mutexes protect shared state but make ownership implicit

  3. Send copies, not pointers on channels — sending pointers creates invisible shared memory, defeating the purpose of channels

  4. Only the sender closes a channel — closing from the receiver side panics if the sender writes after close

  5. Specify channel direction (chan<-, <-chan) — the compiler prevents misuse at build time

  6. Default to unbuffered channels — larger buffers mask backpressure; use them only with measured justification

  7. Always include ctx.Done() in select — without it, goroutines leak after caller cancellation

  8. Avoid repeated time.After in hot loops — each call allocates a timer and creates unnecessary churn; use time.NewTimer + Reset for long-running loops

  9. Track goroutine leaks in tests with go.uber.org/goleak

For detailed channel/select code examples, see Channels and Select Patterns.

Channel vs Mutex vs Atomic

ScenarioUseWhy
Passing data between goroutinesChannelCommunicates ownership transfer
Coordinating goroutine lifecycleChannel + contextClean shutdown with select
Protecting shared struct fieldssync.Mutex / sync.RWMutexSimple critical sections
Simple counters, flagssync/atomicLock-free, lower overhead
Many readers, few writers on a mapsync.MapOptimized for read-heavy workloads. Concurrent map read/write causes a hard crash
Caching expensive computationssync.Once / singleflightExecute once or deduplicate

WaitGroup vs errgroup

NeedUseWhy
Wait for goroutines, errors not neededsync.WaitGroupFire-and-forget
Wait + collect first errorerrgroup.GroupError propagation
Wait + cancel siblings on first errorerrgroup.WithContextContext cancellation on error
Wait + limit concurrencyerrgroup.SetLimit(n)Built-in worker pool

Sync Primitives Quick Reference

PrimitiveUse caseKey notes
sync.MutexProtect shared stateKeep critical sections short; never hold across I/O
sync.RWMutexMany readers, few writersNever upgrade RLock to Lock (deadlock)
sync/atomicSimple counters, flagsPrefer typed atomics (Go 1.19+): atomic.Int64, atomic.Bool
sync.MapConcurrent map, read-heavyNo explicit locking; use RWMutex+map when writes dominate
sync.PoolReuse temporary objectsAlways Reset() before Put(); reduces GC pressure
sync.OnceOne-time initializationGo 1.21+: OnceFunc, OnceValue, OnceValues
sync.WaitGroupWaiting for simple goroutinesGo 1.25+: prefer wg.Go(func(){ ... }) for fire-and-wait tasks that do not panic and do not need error propagation. For Go <1.25 use Add/Done. For errors/cancellation/limits, use errgroup with context.
x/sync/singleflightDeduplicate concurrent callsCache stampede prevention
x/sync/errgroupGoroutine group + errorsSetLimit(n) replaces hand-rolled worker pools

For detailed examples and anti-patterns, see Sync Primitives Deep Dive.

Concurrency Checklist

Before spawning a goroutine, answer:

  • [ ] How will it exit? — context cancellation, channel close, or explicit signal

  • [ ] Can I signal it to stop? — pass context.Context or done channel

  • [ ] Can I wait for it? — sync.WaitGroup or errgroup

  • [ ] Who owns the channels? — creator/sender owns and closes

  • [ ] Should this be synchronous instead? — don't add concurrency without measured need

Pipelines and Worker Pools

For pipeline patterns (fan-out/fan-in, bounded workers, generator chains, Go 1.23+ iterators, samber/ro), see Pipelines and Worker Pools.

Parallelizing Concurrency Audits

When auditing concurrency across a large codebase, use up to 5 parallel sub-agents:

  1. Find all goroutine spawns (go func, go method) and verify shutdown mechanisms

  2. Search for mutable globals and shared state without synchronization

  3. Audit channel usage — ownership, direction, closure, buffer sizes

  4. Find time.After in loops, missing ctx.Done() in select, unbounded spawning

  5. Check mutex usage, sync.Map, atomics, and thread-safety documentation

Common Mistakes

MistakeFix
Fire-and-forget goroutineProvide stop mechanism (context, done channel)
Closing channel from receiverOnly the sender closes
time.After in hot loopReuse time.NewTimer + Reset
Missing ctx.Done() in selectAlways select on context to allow cancellation
Unbounded goroutine spawningUse errgroup.SetLimit(n) or semaphore
Sharing pointer via channelSend copies or immutable values
wg.Add inside goroutineCall Add before go — Wait may return early otherwise
Forgetting -race in CIAlways run go test -race ./...
Mutex held across I/OKeep critical sections short

Cross-References

  • → See samber/cc-skills-golang@golang-performance skill for false sharing, cache-line padding, sync.Pool hot-path patterns

  • → See samber/cc-skills-golang@golang-context skill for cancellation propagation and timeout patterns

  • → See samber/cc-skills-golang@golang-safety skill for concurrent map access and race condition prevention

  • → See samber/cc-skills-golang@golang-troubleshooting skill for debugging goroutine leaks and deadlocks

  • → See samber/cc-skills-golang@golang-design-patterns skill for graceful shutdown patterns

  • → See samber/cc-skills-golang@golang-continuous-integration skill for automated AI-driven code review in CI using these guidelines

Goroutine leak profile

The goroutine leak profile (experimental behind GOEXPERIMENT=goroutineleakprofile in Go 1.26) is generally available in runtime/pprof since Go 1.27 — no build flag required. It is a useful production-oriented leak signal alongside the existing tools below.

curl http://localhost:6060/debug/pprof/goroutineleak?debug=2
go tool pprof http://localhost:6060/debug/pprof/goroutineleak

Keep existing tools:

  • tests: go.uber.org/goleak

  • runtime count: runtime.NumGoroutine()

  • stack dump: /debug/pprof/goroutine?debug=2

  • race checks: go test -race ./...

References

Files

ATTRIBUTION.md

Attribution

This folder is an unmodified copy of the Agent Skill "golang-concurrency", distributed by AutoGineer (https://autogineer.com/agent-skills).

The skill's own files are unmodified copies. AutoGineer is not affiliated with or endorsed by the author or the publisher.

Files added by AutoGineer

  • ATTRIBUTION.md: this file, written by AutoGineer

  • LICENSE: copied from LICENSE

Requirements and compatibility

Written for: Claude Code, OpenAI Codex

Works with: Claude Code, Claude apps, OpenAI Codex, GitHub Copilot, Cursor, Gemini CLI, Kiro, OpenCode, Goose, Amp, Roo Code, JetBrains Junie, Factory Droid, Devin (ex-Windsurf), Mistral Vibe, OpenHands, Letta

“Works with” means the tool reads the open Agent Skills format; a skill written for one tool may use features others lack.

Needs: Declares allowed tools, Claude Code frontmatter, Needs network access

The author says: Designed for Claude Code, Codex or similar harness, and for projects using Golang.

Security

What our scanner noticed· Low risk

  • Instructions that use the network

A static scan is not a guarantee. Skills are third-party content: review a skill before you let an agent use it.

Attribution and licence

Created by
samber
Publisher
Samuel Berthe (Community)
Distributed by
Samuel Berthe
Source
samber/cc-skills-golang · skills/golang-concurrency · commit bb1d43d
Licence
MIT License (redistribution allowed)
  • LICENSE (added by AutoGineer from LICENSE)
  • ATTRIBUTION.md (written by AutoGineer)
Synced

AutoGineer is not affiliated with or endorsed by samber or Samuel Berthe.

Download ZIP

The ZIP holds the skill’s files, its licence files and an ATTRIBUTION.md. Download golang-concurrency.zip