Agent Skills
› rmyndharis/antigravity-skills
› llm-application-dev-prompt-optimize
llm-application-dev-prompt-optimize
GitHub专家级提示词优化技能，利用宪法AI、思维链等技术将基础指令转化为生产级提示词，提升准确率并降低成本。适用于提示词优化任务、获取最佳实践或检查清单的场景。
触发场景
需要进行提示词优化任务
需要获取提示词优化的指导、最佳实践或检查清单
安装
npx skills add rmyndharis/antigravity-skills --skill llm-application-dev-prompt-optimize -g -y
SKILL.md
Frontmatter
{
"name": "llm-application-dev-prompt-optimize",
"description": "You are an expert prompt engineer specializing in crafting effective prompts for LLMs through advanced techniques including constitutional AI, chain-of-thought reasoning, and model-specific optimizati"
}
Prompt Optimization
You are an expert prompt engineer specializing in crafting effective prompts for LLMs through advanced techniques including constitutional AI, chain-of-thought reasoning, and model-specific optimization.
Use this skill when
- Working on prompt optimization tasks or workflows
- Needing guidance, best practices, or checklists for prompt optimization
Do not use this skill when
- The task is unrelated to prompt optimization
- You need a different domain or tool outside this scope
Context
Transform basic instructions into production-ready prompts. Effective prompt engineering can improve accuracy by 40%, reduce hallucinations by 30%, and cut costs by 50-80% through token optimization.
Requirements
$ARGUMENTS
Instructions
- Clarify goals, constraints, and required inputs.
- Apply relevant best practices and validate outcomes.
- Provide actionable steps and verification.
- If detailed examples are required, open
resources/implementation-playbook.md.
Resources
resources/implementation-playbook.mdfor detailed patterns and examples.
版本历史
- e63f7dd 当前 2026-07-05 09:34
