Which AI agents work with Adaptive Enforcement Lab Claude Skills Go CLI Architecture?

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Who published Adaptive Enforcement Lab Claude Skills Go CLI Architecture?

tomevault-io (@tomevault-io) published this skill. Their other Agent Skills are listed on their SkillMD profile.

Adaptive Enforcement Lab Claude Skills Go CLI Architecture by tomevault-io

Name: Adaptive Enforcement Lab Claude Skills Go CLI Architecture
Author: tomevault-io

File contents

Go CLI Architecture

When to Use This Skill

Go vs Shell Scripts

Start with shell scripts for prototyping. Graduate to Go when you need type safety, testability, or complex orchestration logic.

Use Go when you need:

Direct Kubernetes API access with type-safe clients
Complex orchestration logic across multiple resources
Reusable tooling packaged as container images
Performance-critical operations (milliseconds matter)
Long-running controllers or operators

Use shell scripts when you need:

Simple glue logic between existing tools
Quick prototypes or one-off operations
kubectl-based workflows without custom logic
CI/CD steps that primarily call other CLIs

Implementation

See the full implementation guide in the source documentation.

Key Principles

Principle	Description
Separation of concerns	Commands handle CLI logic; `pkg/` handles business logic
Testable by default	Interfaces for external dependencies enable fake clients
Fail fast	Validate configuration and connectivity before operations
Structured output	JSON output for machine consumption, human-friendly by default
Graceful degradation	Clear error messages with actionable context

Building CLIs that operators trust.

Examples

See examples.md for code examples.

References

Converted and distributed by TomeVault — claim your Tome and manage your conversions.

---name: adaptive-enforcement-lab-claude-skills-go-cli-architecturedescription: Go CLI Architecture---# Go CLI Architecture## When to Use This Skill> **Go vs Shell Scripts**>>> Start with shell scripts for prototyping. Graduate to Go when you need type safety, testability, or complex orchestration logic.>**Use Go when you need:**- Direct Kubernetes API access with type-safe clients- Complex orchestration logic across multiple resources- Reusable tooling packaged as container images- Performance-critical operations (milliseconds matter)- Long-running controllers or operators**Use shell scripts when you need:**- Simple glue logic between existing tools- Quick prototypes or one-off operations- kubectl-based workflows without custom logic- CI/CD steps that primarily call other CLIs---## ImplementationSee the full implementation guide in the [source documentation](https://adaptive-enforcement-lab.com/build/go-cli-architecture/).## Key Principles| Principle | Description || ----------- | ------------- || **[Separation of concerns](../../patterns/architecture/separation-of-concerns/index.md)** | Commands handle CLI logic; `pkg/` handles business logic || **[Testable by default](testing/index.md)** | Interfaces for external dependencies enable fake clients || **[Fail fast](../../patterns/error-handling/fail-fast/index.md)** | Validate configuration and connectivity before operations || **[Structured output](command-architecture/io-contracts.md)** | JSON output for machine consumption, human-friendly by default || **[Graceful degradation](../../patterns/error-handling/graceful-degradation/index.md)** | Clear error messages with actionable context |---*Building CLIs that operators trust.*## ExamplesSee [examples.md](examples.md) for code examples.## References- [Source Documentation](https://adaptive-enforcement-lab.com/build/go-cli-architecture/)- [AEL Build](https://adaptive-enforcement-lab.com/build/)---> Converted and distributed by [TomeVault](https://tomevault.io/claim/adaptive-enforcement-lab) — claim your Tome and manage your conversions.

Frequently asked questions

Adaptive Enforcement Lab Claude Skills Go CLI Architecture

File contents

Go CLI Architecture

When to Use This Skill

Implementation

Key Principles

Examples

References

Related skills

Frequently asked questions

How do I install the Adaptive Enforcement Lab Claude Skills Go CLI Architecture skill?

What does the Adaptive Enforcement Lab Claude Skills Go CLI Architecture skill do?

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Which AI agents work with Adaptive Enforcement Lab Claude Skills Go CLI Architecture?

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Who published Adaptive Enforcement Lab Claude Skills Go CLI Architecture?