Aif Best Practices

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by lee-to · vlatest · Repository

Ensures AI/ML projects adhere to Lee-To's documented best practices for ethical development, performance, and maintainability.

Install on your platform

We auto-selected Claude Code based on this skill’s supported platforms.

1

Run in terminal (recommended)

terminal
claude mcp add aif-best-practices npx -- -y @trustedskills/aif-best-practices
2

Or manually add to ~/.claude/settings.json

~/.claude/settings.json
{
  "mcpServers": {
    "aif-best-practices": {
      "command": "npx",
      "args": [
        "-y",
        "@trustedskills/aif-best-practices"
      ]
    }
  }
}

Requires Claude Code (claude CLI). Run claude --version to verify your install.

About This Skill

What it does

This skill provides guidance and recommendations for improving AI agent performance. It helps users structure prompts effectively, avoid common pitfalls in prompt design, and generally optimize interactions with AI models. The goal is to increase the reliability and quality of responses generated by AI agents.

When to use it

  • Prompt Engineering: When you're struggling to get the desired output from an AI agent and need help refining your prompts.
  • Troubleshooting Agent Behavior: If an AI agent consistently produces unexpected or undesirable results, this skill can offer insights into potential issues.
  • Improving Response Quality: To enhance the clarity, accuracy, and relevance of responses generated by AI agents across various tasks.
  • Standardizing Prompts: When you need to ensure consistency in how prompts are structured for different users or applications.

Key capabilities

  • Prompt structuring guidance
  • Pitfall avoidance recommendations
  • Response quality optimization techniques
  • Consistency enforcement

Example prompts

  • "Analyze this prompt: 'Write a short story about a cat.' and suggest improvements."
  • "What are some common pitfalls to avoid when prompting an AI for creative writing?"
  • "How can I structure my prompts to ensure the AI agent provides more accurate information?"

Tips & gotchas

This skill assumes you have a basic understanding of how AI agents work. While it offers guidance, ultimately successful implementation depends on careful consideration of your specific use case and experimentation with different prompting strategies.

Tags

🛡️

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Details

Version
vlatest
License
Author
lee-to
Installs
16

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Passed automated security scans.