Habilidades superpowers-lab
🧪

superpowers-lab

Seguro

Set up your Claude AI lab environment

Need a safe space to experiment with Claude AI capabilities without risk? This skill provides documentation and patterns for creating a controlled lab environment to test and explore advanced Claude features.

Suporta: Claude Codex Code(CC)
🥉 73 Bronze
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Testar

A utilizar "superpowers-lab". How do I organize my lab environment for Claude experiments?

Resultado esperado:

A structured directory layout with separate folders for prompts, outputs, configurations, and test results, each with clear naming conventions and documentation templates.

A utilizar "superpowers-lab". What should I track during Claude capability testing?

Resultado esperado:

Key metrics including response accuracy, latency, token usage, error rates, and qualitative observations about behavior patterns across different prompt variations.

Auditoria de Segurança

Seguro
v1 • 2/25/2026

Security audit found no actual vulnerabilities. Static analyzer flagged 4 patterns that are all false positives: (1) URLs at lines 4 and 22 are documentation links to GitHub repositories, not executable network requests; (2) Lines 3 and 20 contain prose text describing the skill, not cryptographic code. The skill consists entirely of markdown documentation with no executable code, no network operations, no file system access, and no external command execution.

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Arquivos analisados
23
Linhas analisadas
0
achados
1
Total de auditorias
Nenhum problema de segurança encontrado
Auditado por: claude

Pontuação de qualidade

38
Arquitetura
100
Manutenibilidade
87
Conteúdo
50
Comunidade
100
Segurança
83
Conformidade com especificações

O Que Você Pode Construir

AI Developer Testing

Set up a controlled environment to test new Claude AI capabilities before production deployment

Prompt Engineering Research

Create a safe space to experiment with different prompt patterns and observe Claude behavior

Team Training

Establish a learning environment for teams to explore Claude features without affecting production systems

Tente Estes Prompts

Basic Lab Setup
Help me set up a basic lab environment for testing Claude AI capabilities. What directories and files should I create?
Experiment Design
I want to test how Claude handles complex multi-step reasoning tasks. Design an experiment structure for my lab environment.
Safety Boundaries
What safety boundaries should I implement in my Claude lab environment to prevent unintended consequences during experimentation?
Advanced Feature Testing
Create a comprehensive testing framework for evaluating Claude Code integration capabilities in isolated lab conditions.

Melhores Práticas

  • Always isolate lab experiments from production systems using separate directories and configurations
  • Document all experiments with clear descriptions of inputs, expected outputs, and actual results
  • Establish clear success criteria before beginning any capability testing session

Evitar

  • Testing unvalidated prompts directly in production environments
  • Failing to log experiment parameters and results for reproducibility
  • Ignoring rate limits and usage quotas when running automated tests

Perguntas Frequentes

What is a Claude AI lab environment?
A lab environment is a controlled, isolated setup where you can safely experiment with Claude AI capabilities without affecting production systems or real users.
Do I need special tools to use this skill?
No special tools are required. This skill provides documentation guidance. You only need a standard development environment and access to Claude AI.
Can I use this skill for production testing?
This skill is designed for lab and experimentation purposes. For production testing, you should implement additional safety measures and validation processes.
Is my experiment data stored or shared?
This skill is documentation only and does not store or transmit any data. All experiments and their results remain entirely on your local system.
How do I get started with the lab environment?
Start by creating a dedicated directory for your lab, then use the prompt templates to guide your initial setup and first experiments with Claude.
What if I encounter unexpected Claude behavior?
Document the behavior thoroughly including exact prompts used, then analyze patterns. The lab environment is specifically designed for discovering and understanding such behaviors safely.

Detalhes do Desenvolvedor

Estrutura de arquivos

📄 SKILL.md