golang-concurrency
Golang concurrency patterns. Use when writing or reviewing concurrent Go code involving goroutines, channels, select, locks, sync primitives, errgroup, singleflight, worker pools, or fan-out/fan-in pipelines. Also triggers when you detect goroutine leaks, race conditions, channel
Supply asset profile
Coding and developer agents
Code review, repo analysis, testing, CI, GitHub, DevOps, and developer workflow skills.
Scenario
Coding agents
I need a coding agent that can understand a repository, edit code, and review pull requests.
Agent fit
Claude Code + OpenAI Agents + CLI
Codex, Claude Code, Cursor, CLI, or custom agents.
Install
Ready
npx skills add samber/cc-skills-golang --skill golang-concurrency
Maintenance
fresh
2d since push
Risk
Safe to try
Quality score needs review
GitHub quality
3.0K
82/100 Quality · 81/100 Trust
Coverage tags
Review notes
Quality score needs review
Agent adoption scorecard
Trust, audit, and install readiness at a glance
These scores combine public repository metadata, OpenAgentSkill review signals, maintenance freshness, and install readiness. They are a shortlist signal, not a replacement for human review.
Quality
StrongSolid option that is likely worth shortlisting for production workflows.
Trust
Sandbox onlyUseful candidate with missing or mixed trust signals. Keep it in an isolated workspace until the outcome loop proves task fit.
Audit
Safe to tryA machine-readable review of install readiness, security metadata, maintenance, and adoption risk.
OpenAgentSkill Trust Score v5
Human review before install
Run only in a sandbox and compare close alternatives before using it for real work.
Stars
3.0K GitHub stars
Repo activity
3.0K stars, 197 forks
Maintenance
2d since push
License
MIT
Install
npx skills add samber/cc-skills-golang --skill golang-concurrency
Install safety
standard package or runtime install path
Permission surface
shell or command execution, network or browser access
Agent outcomes
No agent outcome data yet
Docs
Strong README/SKILL.md context
Risk summary
Review before production
- Quality score needs review
Install readiness
Install path available
- Install path is available
- Repository evidence is available
- License is declared
- No Agent Proven outcome evidence yet
Agent-readable metadata
Machine-readable decision data for this skill.
Use this block or the embedded JSON to decide whether an agent should install this skill, choose an alternative, or ask for human review first.
Suited tasks
- Coding agents workflows
- Claude Code teams
- teams that value GitHub adoption signals
- Inspect source files
Suited agents
Install decision
- Command
- npx skills add samber/cc-skills-golang --skill golang-concurrency
- Policy
- review
- Human review
- yes
Trust and risk
- Trust
- 73/100
- Audit
- 85/100
- Risk level
- Safe to try
Outcome loop
- Endpoint
- /api/agent/outcome
- Event ID
- resolve
- Outcomes
- 5
Install command
npx skills add samber/cc-skills-golang --skill golang-concurrencyDo not use when
- teams that need a vendor-supported SLA
- high-compliance environments without internal security review
- No major risk signals from current metadata
- High-risk permission hints: Shell or command execution
- Quality score needs review
Alternative
Code Review
168.6K Stars
npx skills add mattpocock/skills --skill code-review
Alternative
Grill With Docs
164.7K Stars
npx skills add mattpocock/skills --skill grill-with-docs
Alternative
To Spec
164.7K Stars
npx skills add mattpocock/skills --skill to-spec
Alternative
To Tickets
176.7K Stars
npx skills add mattpocock/skills --skill to-tickets
Agent safety v2
61/100 · Review before install
Usable candidate, but the agent should surface permission and audit notes before installation.
Require human approval before installing into a real workspace.
high
Shell or command execution
Skill metadata references terminal, CLI, shell, subprocess, or command execution workflows.
medium
Network access
Skill likely fetches remote pages, APIs, repositories, or external services.
- High-risk permission hints: Shell or command execution
- Quality score needs review
Install targets
Install this skill in your agent workflow
Use the public install endpoint to fetch the command, safety checklist, target prompts, and canonical links for this skill.
OpenAgentSkill CLI
Resolve policy, run the source installer safely, and report a verified install receipt.
$ npx --yes https://github.com/Leon-Drq/openagentskill/releases/download/cli-v0.2.1/openagentskill-0.2.1.tgz install samber-golang-concurrencyAgent resolve plan
Let an agent verify fit before installing.
The Resolve API returns the selected skill, alternatives, safety policy, audit notes, install target, and copy-paste prompt an agent can follow without scraping this page.
Open JSON
/api/agent/resolve?task=Use%20golang-concurrency%20for%20an%20agent%20workflow&agent=codex&max_risk=medium
Resolve text
/api/agent/resolve?task=Use%20golang-concurrency%20for%20an%20agent%20workflow&agent=codex&max_risk=medium&format=text
Install handoff
/api/skills/samber-golang-concurrency/install
Agent should check
- Task fit and alternatives from Resolve API.
- Audit score, trust score, and safety policy warnings.
- Install target compatibility for Codex, Claude Code, Cursor, or CLI.
Copy prompt
Task: Use golang-concurrency in this workspace.
Resolve first: https://www.openagentskill.com/api/agent/resolve?task=Use%20golang-concurrency%20for%20an%20agent%20workflow&agent=codex&max_risk=medium
Review install handoff: https://www.openagentskill.com/api/skills/samber-golang-concurrency/install
Install command: npx skills add samber/cc-skills-golang --skill golang-concurrency
Before running it, summarize audit warnings, required permissions, and the fallback skill if install is risky.Agent handoff
Give an agent the install path, not another directory page.
Use the public install endpoint to fetch the command, safety checklist, target prompts, and canonical links for this skill.
Install handoff
/api/skills/samber-golang-concurrency/install
LLM text format
/api/skills/samber-golang-concurrency/install?format=text
Find alternatives
/api/skills/search?q=golang-concurrency&limit=3
Agent prompt
Use golang-concurrency for this task. Review https://www.openagentskill.com/api/skills/samber-golang-concurrency/install, then install with: npx skills add samber/cc-skills-golang --skill golang-concurrencyRegistry metadata
Agent-readable profile for automatic skill selection.
This page exposes the same decision, trust, audit, use-case, and install signals through the Registry API, so agents can rank this skill without scraping the UI.
Manifest
/api/registry/manifest/samber-golang-concurrency
LLM text
/api/registry/manifest/samber-golang-concurrency?format=text
Install alias
/api/registry/install/samber-golang-concurrency
Recommend
/api/registry/recommend?task=Use%20golang-concurrency%20in%20an%20agent%20workflow&limit=3
Agent fit
Coding agents
Use-case tags
Platforms
Claude Code, OpenAI Agents
Audit report
Safe to try · 85/100
A machine-readable review of install readiness, security metadata, maintenance, and adoption risk.
Agent decision cockpit
Primary pick for Coding agents
Use this as a leading candidate, then validate the README and install path in your own agent stack.
Role in stack
Primary pick
Primary fit
Coding agents
Trust label
Production-ready
Install path
Command ready
Use when
- Coding agents workflows
- Claude Code teams
- teams that value GitHub adoption signals
Evidence
- 3,010 GitHub stars
- recent repository activity
- install command or GitHub repo available
- 82/100 quality profile
- 6 OpenAgentSkill engagement events
review first
- No major risk signals from current metadata
Implementation path
- 1Install it in a sandbox agent and run one Coding agents task end to end.
- 2Compare output quality, latency, and failure behavior against at least one alternative.
- 3Promote it into production only after reviewing repository permissions, license, and maintenance signals.
Trust profile
Sandbox only
Useful candidate with missing or mixed trust signals. Keep it in an isolated workspace until the outcome loop proves task fit.
GitHub adoption
PASS3.0K GitHub stars
Stars/forks activity
INFO3.0K stars, 197 forks; issue activity unavailable in current metadata
Recent maintenance
PASS2d since push
License clarity
PASSMIT
Good signals
- AI review approved
- Install path is available
- Repository evidence is available
- Recently maintained repository
- Meaningful GitHub adoption signal
- Install command has no obvious high-risk pattern
- Outcome loop is ready but needs first real agent run
Review before install
- Quality score needs review
- No real agent outcome reports yet
- Human review required before unattended installation
Recommended action
Run only in a sandbox and compare close alternatives before using it for real work.
Quality profile
Strong candidate for agent workflows
Solid option that is likely worth shortlisting for production workflows.
Workflow fit
Use this skill in these scenarios
Build and ship code
Coding agents
I need a coding agent that can understand a repository, edit code, and review pull requests.
Manage repositories
GitHub automation
I need my agent to triage GitHub issues, review pull requests, and summarize repository changes.
Operate web apps
Browser automation
I need my agent to control a browser, fill forms, and verify web app workflows.
Workflow fit
Add it to a complete workflow
Inspect, patch, and verify code
Coding review agent
A workflow for software agents that inspect repositories, review pull requests, generate tests, and turn findings into shippable patches.
Operate and verify web apps
Browser QA agent
A workflow for agents that navigate products, fill forms, take screenshots, and verify real user flows across web applications.
Find, compare, and synthesize
Research report agent
A workflow for agents that gather sources, compare claims, summarize long material, and draft useful research briefs.
Alternative shortlist
Compare before you install
Similar skills that may fit this task.
Code Review
Review a branch or diff against repository standards and the originating spec in two independent analysis passes.
Grill With Docs
A relentless interview that pressure-tests a plan against the codebase, sharpens domain language, and updates CONTEXT.md and ADRs when decisions become durable.
To Spec
Turn the current conversation and codebase context into a structured implementation spec, then publish it to the configured project issue tracker.
To Tickets
Break a plan, spec, or conversation into independently actionable tracer-bullet tickets with explicit blocking relationships.
Overview
--- name: golang-concurrency description: "Golang concurrency patterns. Use when writing or reviewing concurrent Go code involving goroutines, channels, select, locks, sync primitives, errgroup, singleflight, worker pools, or fan-out/fan-in pipelines. Also triggers when you detect goroutine leaks, race conditions, channel ownership issues, or need to choose between channels and mutexes." user-invocable: true license: MIT compatibility: Designed for Claude Code, Codex or similar harness, and for projects using Golang. metadata: author: samber version: "1.2.0" openclaw: emoji: "⚡" homepage: https://github.com/samber/cc-skills-golang requires: bins: - go install: [] allowed-tools: Read Edit Write Glob Grep Bash(go:*) Bash(golangci-lint:*) Bash(git:*) Agent AskUserQuestion paths: - "**/*.go" ---
**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](references/channels-and-select.md).
## 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](references/sync-primitives.md).
## 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](references/pipelines.md).
## 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
| 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-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
### Go 1.26 experimental goroutine leak profile
For Go 1.26 diagnostics, there is an experimental goroutine leak profile. It is useful for production-oriented leak investigation, but is gated by `GOEXPERIMENT=goroutineleakprofile`; do not rely on it as default stable behavior.
Typical usage when the experiment is enabled:
```bash 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
- [Go Concurrency Patterns: Pipelines](https://go.dev/blog/pipelines) - [Effective Go: Concurrency](https://go.dev/doc/effective_go#concurrency)
Technical details
- Version
- 1.0.0
- License
- MIT
- Last updated
- Aug 20, 2026
- Published
- Aug 20, 2026
Decision snapshot
Primary pick
3,010 GitHub stars
Audit
Install review
Install and adoption review
- Security
- 83/100
- Maintenance
- 100/100
- Install
- 92/100
Agent-proven evidence
Agent-proven evidence
Outcome reports after resolve, review, install, and one narrow run.
- Success rate
- —
- Recent failure
- —
- Outcomes
- 0
- Output quality
- —
- Failed
- 0
- Not relevant
- 0
- Installs
- 0
- Risk blocked
- 0
- Setup needed
- 0
- Production
- 0
No agent outcome data yet. The first agent run can report success, setup needs, risk blocks, failure, or not-relevant through /api/agent/outcome.
Install
Add to agent workflow
Free and open source. Review the report before installing into production agents.
Growth loop
Share kit
Scenario-led draft for golang-concurrency, ready for a manual X post.
golang-concurrency: Golang concurrency patterns. Use when writing or reviewing concurrent Go code involving gorou... 3.0K stars https://www.openagentskill.com/skills/samber-golang-concurrency?ref=x
Optional reply with install command
Listing + install path for golang-concurrency: https://www.openagentskill.com/skills/samber-golang-concurrency?ref=x Install: npx skills add samber/cc-skills-golang --skill golang-concurrency
Listing source
Registry indexed
This listing was indexed from public sources and is not marked official until a maintainer claim is approved.
- Creator
- samber
- Source
- samber/cc-skills-golang
- Indexed by
- OpenAgentSkill community index
Attribution links to the public repository or creator profile. Creators can claim the listing to update ownership signals.
Claim this skillOwner claim
Claim this skill listing
This Registry indexed listing is attributed to samber but is not marked official yet. Claim it to add a verified owner signal and make future launch, install, and audit updates easier to trust.
Creator backlink kit
Add the evidence badges to your README
Show the canonical listing, current trust and audit signals, and real Agent-Proven evidence where developers evaluate the repository.
[](https://www.openagentskill.com/skills/samber-golang-concurrency)
[](https://www.openagentskill.com/skills/samber-golang-concurrency)
[](https://www.openagentskill.com/skills/samber-golang-concurrency/audit)
[](https://www.openagentskill.com/skills/samber-golang-concurrency)Author
samber
@samber
Tags
Platform fit
Health signals
- GitHub stars
- 3.0K
- Quality score
- 48/100
- Last GitHub push
- Aug 20, 2026
- Framework hints
- Unknown
- OpenAgentSkill views
- 6
- Install copies
- 0
- Outbound clicks
- 0
Community signal
Share whether this skill looks useful for your agent workflow. Aggregated feedback improves rankings over time.
Trust & safety
Sandbox only
- GitHub adoption3.0K GitHub starsPASS
- Stars/forks activity3.0K stars, 197 forks; issue activity unavailable in current metadataINFO
- Recent maintenance2d since pushPASS
- License clarityMITPASS
- README/SKILL.md completenessMetadata includes enough usage and workflow contextPASS
- Dependency/runtime riskcommand execution surface, network or browser surfaceINFO
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164.7K StarsTo Tickets
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