Golang Concurrency
Samuel BertheCommunityCreated by samberDistributed by Samuel Berthe
- Skill
- Guidelines
- Software development
- MIT
- Low risk
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
Download the skill as a ZIP:
https://autogineer.com/agent-skills/samber/golang-concurrency/downloadUnzip 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-concurrencyskill 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
Every goroutine must have a clear exit — without a shutdown mechanism (context, done channel, WaitGroup), they leak and accumulate until the process crashes
Share memory by communicating — channels transfer ownership explicitly; mutexes protect shared state but make ownership implicit
Send copies, not pointers on channels — sending pointers creates invisible shared memory, defeating the purpose of channels
Only the sender closes a channel — closing from the receiver side panics if the sender writes after close
Specify channel direction (
chan<-,<-chan) — the compiler prevents misuse at build timeDefault to unbuffered channels — larger buffers mask backpressure; use them only with measured justification
Always include
ctx.Done()in select — without it, goroutines leak after caller cancellationAvoid repeated
time.Afterin hot loops — each call allocates a timer and creates unnecessary churn; usetime.NewTimer+Resetfor long-running loopsTrack 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
| Scenario | Use | Why |
|---|---|---|
| Passing data between goroutines | Channel | Communicates ownership transfer |
| Coordinating goroutine lifecycle | Channel + context | Clean shutdown with select |
| Protecting shared struct fields | sync.Mutex / sync.RWMutex | Simple critical sections |
| Simple counters, flags | sync/atomic | Lock-free, lower overhead |
| Many readers, few writers on a map | sync.Map | Optimized for read-heavy workloads. Concurrent map read/write causes a hard crash |
| Caching expensive computations | sync.Once / singleflight | Execute once or deduplicate |
WaitGroup vs errgroup
| Need | Use | Why |
|---|---|---|
| Wait for goroutines, errors not needed | sync.WaitGroup | Fire-and-forget |
| Wait + collect first error | errgroup.Group | Error propagation |
| Wait + cancel siblings on first error | errgroup.WithContext | Context cancellation on error |
| Wait + limit concurrency | errgroup.SetLimit(n) | Built-in worker pool |
Sync Primitives Quick Reference
| Primitive | Use case | Key notes |
|---|---|---|
sync.Mutex | Protect shared state | Keep critical sections short; never hold across I/O |
sync.RWMutex | Many readers, few writers | Never upgrade RLock to Lock (deadlock) |
sync/atomic | Simple counters, flags | Prefer typed atomics (Go 1.19+): atomic.Int64, atomic.Bool |
sync.Map | Concurrent map, read-heavy | No explicit locking; use RWMutex+map when writes dominate |
sync.Pool | Reuse temporary objects | Always Reset() before Put(); reduces GC pressure |
sync.Once | One-time initialization | Go 1.21+: OnceFunc, OnceValue, OnceValues |
sync.WaitGroup | Waiting for simple goroutines | Go 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/singleflight | Deduplicate concurrent calls | Cache stampede prevention |
x/sync/errgroup | Goroutine group + errors | SetLimit(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.Contextor done channel[ ] Can I wait for it? —
sync.WaitGrouporerrgroup[ ] 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:
Find all goroutine spawns (
go func,go method) and verify shutdown mechanismsSearch for mutable globals and shared state without synchronization
Audit channel usage — ownership, direction, closure, buffer sizes
Find
time.Afterin loops, missingctx.Done()in select, unbounded spawningCheck mutex usage,
sync.Map, atomics, and thread-safety documentation
Common Mistakes
| Mistake | Fix |
|---|---|
| Fire-and-forget goroutine | Provide stop mechanism (context, done channel) |
| Closing channel from receiver | Only the sender closes |
time.After in hot loop | Reuse time.NewTimer + Reset |
Missing ctx.Done() in select | Always select on context to allow cancellation |
| Unbounded goroutine spawning | Use errgroup.SetLimit(n) or semaphore |
| Sharing pointer via channel | Send copies or immutable values |
wg.Add inside goroutine | Call Add before go — Wait may return early otherwise |
Forgetting -race in CI | Always run go test -race ./... |
| Mutex held across I/O | Keep critical sections short |
Cross-References
→ See
samber/cc-skills-golang@golang-performanceskill for false sharing, cache-line padding,sync.Poolhot-path patterns→ See
samber/cc-skills-golang@golang-contextskill for cancellation propagation and timeout patterns→ See
samber/cc-skills-golang@golang-safetyskill for concurrent map access and race condition prevention→ See
samber/cc-skills-golang@golang-troubleshootingskill for debugging goroutine leaks and deadlocks→ See
samber/cc-skills-golang@golang-design-patternsskill for graceful shutdown patterns→ See
samber/cc-skills-golang@golang-continuous-integrationskill 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/goroutineleakKeep existing tools:
tests:
go.uber.org/goleakruntime count:
runtime.NumGoroutine()stack dump:
/debug/pprof/goroutine?debug=2race checks:
go test -race ./...
References
Files
- ATTRIBUTION.mdAdded by AutoGineer911 B
- LICENSELicence file added by AutoGineer1.0 KiB
- SKILL.md9.3 KiB
- evals/evals.json16.1 KiB
- references/channels-and-select.md4.3 KiB
- references/pipelines.md7.2 KiB
- references/sync-primitives.md8.6 KiB
ATTRIBUTION.md
Attribution
This folder is an unmodified copy of the Agent Skill "golang-concurrency", distributed by AutoGineer (https://autogineer.com/agent-skills).
Commit: bb1d43d98a3f8ab639a0042f90d0ec524e39a477
Created by: samber (https://github.com/samber/cc-skills-golang/tree/bb1d43d98a3f8ab639a0042f90d0ec524e39a477/skills/golang-concurrency)
Publisher: Samuel Berthe (https://github.com/samber)
Licence: MIT License (https://spdx.org/licenses/MIT.html)
Licence evidence: declared in the frontmatter ("license: MIT")
Retrieved: 2026-11-07
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