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Go Observability Signals

golang-observability

samber/cc-skills-golang

Guides Go engineers through production observability by covering structured logging with slog, Prometheus metrics, OpenTelemetry tracing, continuous profiling, RUM event tracking, alerting, and Grafana dashboards for observable services.

Go Library Advisor

golang-popular-libraries

samber/cc-skills-golang

Guides AI agents to suggest production-ready Go libraries and frameworks when a dependency choice is needed, emphasizing standard-library-first analysis and clear suitability for specific tasks.

Go Project Layout Guide

golang-project-layout

samber/cc-skills-golang

Guides architects and engineers through selecting architectures, DI strategies, module names, directory layouts, workspace tooling, and checklists when starting or restructuring Go projects from CLIs to services.

Defensive Go Safety

samber/cc-skills-golang

Summarizes defensive Go practices for reviewing or writing code to avoid nil panics, silent data corruption, numeric traps, and improper resource handling so reviewers and engineers can keep runtime behavior predictable.

Dependency Injection With Do

golang-samber-do

samber/cc-skills-golang

Guides Go developers in applying samber/do for type-safe dependency injection, covering provider registration, lazy/eager/transient/value services, container invocation, package organization, and lifecycle practices when composing service-based applications.

In-Memory Go Caching

golang-samber-hot

samber/cc-skills-golang

Guides Go engineers on adopting samber/hot for in-memory caching with eviction choices, TTL, loaders, sharding, stale-while-revalidate, missing-key caching, and Prometheus metrics to cut latency for high-frequency medium-to-low cardinality data.

Go Functional Utilities

golang-samber-lo

samber/cc-skills-golang

Provides samber/lo-based helpers for Go, offering 500+ type-safe generics for slices, maps, strings, tuples, and concurrency so you can express Map, Filter, Reduce, GroupBy, Chunk, Flatten, and more without manual loops.

Reactive Streams For Go

golang-samber-ro

samber/cc-skills-golang

Samber/ro provides Go reactive streams with 150+ type-safe operators, declarative observables, automatic backpressure, context integration, and plugins (HTTP, cron, fsnotify, JSON, logging) for building async event-driven pipelines, real-time enrichment, and shared stream consumers.

Go Security Audit Playbook

golang-security

samber/cc-skills-golang

Guidance for Go security engineers covering injection, cryptography, filesystem, network, secrets, memory safety, and logging so audits or coding efforts stay defense-in-depth aware.

Golang Testify Best Practices

golang-stretchr-testify

samber/cc-skills-golang

Guides Go engineers through stretchr/testify, covering assert vs require, core and advanced assertions, mock expectations, and suite lifecycles so you can write clear, reliable tests whenever testify is imported.

Go Struct Interface Guide

golang-structs-interfaces

samber/cc-skills-golang

Documents Go struct and interface best practices for composition, embedding, type assertions, interface segregation, pointer/value receivers, and when to prefer concrete return types for clarity.

Google Workspace Reports

gws-admin-reports

googleworkspace/cli

Command-line wrapper around the Google Workspace Admin SDK that fetches audit logs, activity streams, and usage reports (customer, entity, user) for administrators, with schema inspection helpers to craft --params and --json flags.

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