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Improves and refines prompts before sending them to Claude using the @anthropic-ai/sdk. Invoke this skill when the user wants to optimize, refine, or improve a prompt, or when a prompt needs to be made clearer, more specific, or more effective.
用 Codex 或 Claude 帮你安装 复制这段 Prompt，粘贴到 Codex、Claude 或其他助手里，让它检查 Skill 页面并帮你完成安装。
基于 SOC 职业分类
| name | prompt-improver |
| description | Improves and refines prompts before sending them to Claude using the @anthropic-ai/sdk. Invoke this skill when the user wants to optimize, refine, or improve a prompt, or when a prompt needs to be made clearer, more specific, or more effective. |
| metadata | {"version":"1.0.0"} |
Use the Anthropic SDK to analyze and improve prompts before they are used.
@anthropic-ai/sdk with meta-instructions to improve itnode skills/prompt-improver/scripts/improve.js "<prompt>" to get the improved versionCreate skills/prompt-improver/scripts/improve.js if it doesn't exist:
import Anthropic from '@anthropic-ai/sdk'
const client = new Anthropic()
const originalPrompt = process.argv[2]
if (!originalPrompt) {
console.error('Usage: node improve.js "<prompt>"')
process.exit(1)
}
const response = await client.messages.create({
model: 'claude-sonnet-4-6',
max_tokens: 1024,
messages: [
{
role: 'user',
content: `Improve the following prompt. Make it clearer, more specific, and more effective. Return ONLY the improved prompt, no explanation.\n\nOriginal prompt:\n${originalPrompt}`,
},
],
})
console.log(response.content[0].text)
claude-sonnet-4-6 for the improvement call (fast and capable)ANTHROPIC_API_KEY to be set in the environmentSets up and manages headless browser automation via Browserless or local Playwright. Invoke this skill when the user needs web scraping, page automation, or browser-based testing.
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