llm-prompt-optimizer
llm-prompt-optimizer是一款data方向的AI技能，核心价值是Use when improving prompts for any LLM，可用于解决开发者在data领域的实际问题，帮助用户提升效率、自动化重复任务或优化工作流。
Use when improving prompts for any LLM. Applies proven prompt engineering techniques to boost output quality, reduce hallucinations, and cut token usage.
mkdir -p ./skills/llm-prompt-optimizer && curl -sfL https://raw.githubusercontent.com/sickn33/antigravity-awesome-skills/main/skills/llm-prompt-optimizer/SKILL.md -o ./skills/llm-prompt-optimizer/SKILL.mdRun in terminal / PowerShell. Requires curl (Unix) or PowerShell 5+ (Windows).
Skill Content
Use when improving prompts for any LLM. Applies proven prompt engineering techniques to boost output quality, reduce hallucinations, and cut token usage.
🎯 Best For
- Claude users
- Data professionals
- Analytics teams
- Researchers
💡 Use Cases
- Data pipeline auditing
- Query optimization
📖 How to Use This Skill
- 1
Install the Skill
Copy the install command from the Terminal tab and run it. The SKILL.md file downloads to your local skills directory.
- 2
Load into Your AI Assistant
Open Claude and reference the skill. Paste the SKILL.md content or use the system prompt tab.
- 3
Apply llm-prompt-optimizer to Your Work
Provide context for your task — paste source material, describe your audience, or share existing work to guide the AI.
- 4
Review and Refine
Edit the AI output for accuracy, tone, and completeness. Add human insight where the AI lacks context.
❓ Frequently Asked Questions
How do I install llm-prompt-optimizer?
Copy the install command from the Terminal tab and run it. The skill downloads to ./skills/llm-prompt-optimizer/SKILL.md, ready to use.
Can I customize this skill for my team?
Absolutely. Edit the SKILL.md file to add team-specific instructions, examples, or workflows.
⚠️ Common Mistakes to Avoid
Ignoring data quality
AI analysis inherits all data quality issues — profile your data first.