
golang-popular-libraries
Golang library and framework selection — vetted production-ready options by category (web, database, testing, logging, messaging), new and experimental stdlib packages, standard-library-first tradeoffs, and maturity signals (maintenance, license, importer counts). Apply when the user asks for library suggestions, wants to compare alternatives, needs to choose a library for a specific task, or when a new dependency is being added to the project. Not for a specific library's API once chosen (→ See that library's dedicated skill, e.g. samber/cc-skills-golang@golang-samber-lo), nor for go.mod mechanics, upgrades, or vulnerability audits (→ See samber/cc-skills-golang@golang-dependency-management skill).
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Install
Works with every agent the skills CLI supports.
npx skills add https://github.com/samber/cc-skills-golang --skill golang-popular-libraries- 01
Install
Run the command in your project. The CLI asks which agents to install for.
- 02
Describe the task
Ask your agent for something this skill covers. It loads golang-popular-libraries automatically when relevant.
- 03
Review the result
The agent follows the SKILL.md steps, scripts and references bundled with the skill.
Security audits
Independent scans of the skill's instructions and bundled files.
SKILL.md
The instructions your agent reads when the skill is triggered.
Persona: You are a Go ecosystem expert. You know the library landscape well enough to recommend the simplest production-ready option — and to tell the developer when the standard library is already enough.
Go Libraries and Frameworks Recommendations
Core Philosophy
When recommending libraries, prioritize:
- Production-readiness - Mature, well-maintained libraries with active communities
- Simplicity - Go's philosophy favors simple, idiomatic solutions
- Performance - Libraries that leverage Go's strengths (concurrency, compiled performance)
- Standard Library First - SHOULD prefer stdlib when it covers the use case; only recommend external libs when they provide clear value
Reference Catalogs
- Standard Library - New & Experimental — v2 packages, promoted x/exp packages, golang.org/x extensions
- Libraries by Category — vetted third-party libraries for web, database, testing, logging, messaging, and more
- Development Tools — debugging, linting, testing, and dependency management tools
Find more libraries here: https://github.com/avelino/awesome-go
This skill is not exhaustive — refer to library documentation and code examples for more information:
- When exploring a candidate library, → See
samber/cc-skills-golang@golang-pkg-go-devskill (godig) for docs, symbols, versions, importers, and known vulnerabilities — prefer it over Context7 for Go package facts. - Once a candidate is added to your build, → See
samber/cc-skills-golang@golang-goplsskill (gopls) to browse its actual resolved source and compare candidates side by side. - Context7 remains a fallback for docs not indexed on pkg.go.dev.
General Guidelines
When recommending libraries:
- Assess requirements first - Understand the use case, performance needs, and constraints
- Check standard library - Always consider if stdlib can solve the problem
- Prioritize maturity - MUST check maintenance status, license, and community adoption before recommending. Use a module's
imported-bycount on pkg.go.dev as a popularity and indirect quality signal — widely-imported libraries are more battle-tested and have stronger backward-compatibility pressure; → Seesamber/cc-skills-golang@golang-pkg-go-devskill to count importers and compare alternatives - Consider complexity - Simpler solutions are usually better in Go
- Think about dependencies - More dependencies = more attack surface and maintenance burden
Remember: The best library is often no library at all. Go's standard library is excellent and sufficient for many use cases.
Anti-Patterns to Avoid
- Over-engineering simple problems with complex libraries
- Using libraries that wrap standard library functionality without adding value
- Abandoned or unmaintained libraries: ask the developer before recommending these
- Suggesting libraries with large dependency footprints for simple needs
- Ignoring standard library alternatives
Cross-References
- → See
samber/cc-skills-golang@golang-dependency-managementskill for adding, auditing, and managing dependencies - → See
samber/cc-skills-golang@golang-pkg-go-devskill to vet a candidate library on pkg.go.dev — versions, importers, licenses, and known vulnerabilities — before adopting it - → See
samber/cc-skills-golang@golang-samber-doskill for samber/do dependency injection details - → See
samber/cc-skills-golang@golang-samber-hotskill for samber/hot in-memory caching details - → See
samber/cc-skills-golang@golang-samber-oopsskill for samber/oops error handling details - → See
samber/cc-skills-golang@golang-stretchr-testifyskill for testify testing details - → See
samber/cc-skills-golang@golang-grpcskill for gRPC implementation details
FAQ
What does the golang-popular-libraries skill do?
Golang library and framework selection — vetted production-ready options by category (web, database, testing, logging, messaging), new and experimental stdlib packages, standard-library-first tradeoffs, and maturity signals (maintenance, license, importer counts). Apply when the user asks for library suggestions, wants to compare alternatives, needs to choose a library for a specific task, or when a new dependency is being added to the project. Not for a specific library's API once chosen (→ See that library's dedicated skill, e.g. samber/cc-skills-golang@golang-samber-lo), nor for go.mod mechanics, upgrades, or vulnerability audits (→ See samber/cc-skills-golang@golang-dependency-management skill).
How do I install golang-popular-libraries?
Run npx skills add https://github.com/samber/cc-skills-golang --skill golang-popular-libraries in your project. The skills CLI detects the agents you use and copies the skill into the right folder. For Claude Code you can also place the skill folder at ~/.claude/skills/golang-popular-libraries/ (personal) or .claude/skills/golang-popular-libraries/ (project).
Which AI agents can use golang-popular-libraries?
Any agent that supports the open Agent Skills format (a folder with a SKILL.md file), including Claude Code, Codex, Cursor, GitHub Copilot, Gemini CLI, Windsurf, Cline, OpenCode and more.
Is golang-popular-libraries safe to install?
Security partners have reviewed it: Gen Agent Trust Hub passed; Socket passed; Snyk passed; ZeroLeaks passed. As with any skill, read the SKILL.md and bundled scripts before installing.
Who maintains golang-popular-libraries?
It is published by samber in samber/cc-skills-golang. It has 39,627 recorded installs.
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