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Golang Popular Libraries

Samuel BertheCommunityCreated by samberDistributed by Samuel Berthe

  • Skill
  • Guidelines
  • Software development
  • MIT
  • No issues found

From the author

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).
— the description by samber

AutoGineer summary

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

This skill provides a curated, expert-led approach to selecting Go libraries and frameworks. It emphasizes a 'standard library first' philosophy, ensuring that developers only introduce external dependencies when necessary. It offers a vetted catalog of production-ready options across common categories like web, database, and testing, while providing clear criteria for assessing maturity, maintenance, and performance. The skill acts as a decision-making framework to help developers avoid over-engineering and dependency bloat.

What it does

  • Recommends vetted, production-ready Go libraries by category.
  • Promotes the use of the Go standard library and official golang.org/x extensions.
  • Provides criteria for evaluating library maturity, including maintenance and community adoption.
  • Helps developers compare alternative libraries for specific tasks.
  • Advises on when to avoid external dependencies to keep projects simple and maintainable.

When to use it

  • When you need to choose a library for a new task or feature.
  • When you are evaluating alternatives for an existing dependency.
  • When you want to know if the standard library can solve a specific problem.
  • When you are adding a new dependency and want to ensure it is production-ready.

Advantages

  • Reduces dependency bloat by prioritizing standard library solutions.
  • Ensures selection of mature, well-maintained, and performant code.
  • Provides a consistent, idiomatic approach to Go project architecture.
  • Helps mitigate risks associated with abandoned or unmaintained packages.

Usage examples

“What is the best library for building a REST API in Go?”
The agent will provide a comparison of popular frameworks like Gin, Echo, and Chi, highlighting their strengths and suggesting the best fit based on your specific performance or simplicity requirements.
“Should I use an external library for structured logging?”
The agent will explain the capabilities of the standard library's log/slog package and advise whether it meets your needs or if an external library is required for advanced features.
“I need a database ORM. What are my options?”
The agent will list vetted options like GORM, SQLx, or Ent, explaining the trade-offs between reflection-based ORMs and code-generation tools like sqlc.

Install

  1. Download the skill as a ZIP:

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

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

Documentation by samber

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:

  1. Production-readiness - Mature, well-maintained libraries with active communities

  2. Simplicity - Go's philosophy favors simple, idiomatic solutions

  3. Performance - Libraries that leverage Go's strengths (concurrency, compiled performance)

  4. Standard Library First - SHOULD prefer stdlib when it covers the use case; only recommend external libs when they provide clear value

Reference Catalogs

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-dev skill (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-gopls skill (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:

  1. Assess requirements first - Understand the use case, performance needs, and constraints

  2. Check standard library - Always consider if stdlib can solve the problem

  3. Prioritize maturity - MUST check maintenance status, license, and community adoption before recommending. Use a module's imported-by count on pkg.go.dev as a popularity and indirect quality signal — widely-imported libraries are more battle-tested and have stronger backward-compatibility pressure; → See samber/cc-skills-golang@golang-pkg-go-dev skill to count importers and compare alternatives

  4. Consider complexity - Simpler solutions are usually better in Go

  5. 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-management skill for adding, auditing, and managing dependencies

  • → See samber/cc-skills-golang@golang-pkg-go-dev skill 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-do skill for samber/do dependency injection details

  • → See samber/cc-skills-golang@golang-samber-hot skill for samber/hot in-memory caching details

  • → See samber/cc-skills-golang@golang-samber-oops skill for samber/oops error handling details

  • → See samber/cc-skills-golang@golang-stretchr-testify skill for testify testing details

  • → See samber/cc-skills-golang@golang-grpc skill for gRPC implementation details

Files

references/stdlib.md

Standard Library - New & Experimental

The Go standard library continues to evolve with v2 packages and experimental features. Prefer these over external libraries when available.

V2 Packages (API Breaking Changes)

math/rand/v2 (Go 1.22+) Improved random number generation with better algorithms (ChaCha8, PCG). Auto-seeded, no more rand.Seed() needed.

encoding/json/v2 (default JSON implementation as of Go 1.27; introduced experimental behind GOEXPERIMENT=jsonv2 in Go 1.25) Next-generation JSON encoding/decoding, now the default underneath encoding/json. Stricter than v1: rejects duplicate object keys and invalid UTF-8. → See samber/cc-skills-golang@golang-modernize skill for migration guidance and the GOEXPERIMENT=nojsonv2 rollback.

New Packages (Promoted from x/exp)

slices (Go 1.21+) Generic slice operations: BinarySearch, Clone, Compact, Compare, Contains, Delete, Insert, Replace, Reverse, Sort. Reduces the need for external libraries.

maps (Go 1.21+) Generic map operations: Clone, Copy, DeleteFunc, Equal, EqualFunc. Go 1.23+ adds iterator helpers such as All, Collect, Insert, Keys, and Values.

cmp (Go 1.21+) Comparison utilities: Compare, Or, Ordered. Used with the slices/maps packages.

iter (Go 1.23+) Iterator support for sequences. Enables range-over functions and integrates with slices/maps methods.

unique (Go 1.23+) Value canonicalization and interning. Efficient deduplication of comparable values.

log/slog (Go 1.21+) Structured logging for the standard library. Alternative to external logging libraries for many use cases.

weak (Go 1.24+) Weak references for garbage collection. Useful for caches and observers.

structs (Go 1.23+) Structure layout control and introspection.

uuid (Go 1.27+) UUID generation and parsing (New, NewV4, NewV7, Parse). Prefer over github.com/google/uuid for new code unless a v3/v5 namespaced UUID or another RFC-variant feature the stdlib package doesn't cover is needed.

golang.org/x (Official Extensions)

golang.org/x/oauth2 OAuth2 client implementation. Supports multiple providers (Google, GitHub, etc.). Official OAuth2 client.

golang.org/x/crypto Additional cryptographic algorithms: bcrypt, blowfish, scrypt, ssh, acme (Let's Encrypt), pbkdf2.

golang.org/x/net Network utilities: websocket, context, proxy, trace, http2, ipv4/ipv6, netutil.

golang.org/x/text Text processing: encoding, unicode, cases, search, language (language tag parsing and matching).

golang.org/x/sync Extended synchronization: errgroup, singleflight, semaphore.

golang.org/x/sys/cpu CPU feature detection for architecture-specific optimized code. Use it only when dispatching between measured implementations; prefer portable stdlib code first.

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

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

Security

No issues found by our static scan· No issues found

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Attribution and licence

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

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Download ZIP

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