3-Step Marketer's 提示词优化·一句话变专业Prompt

SKILLAI 工具
AI 工具 未标注权限 许可证不明确
安装这个技能

输入一句粗糙的需求,自动改写为结构化的专业Prompt,补齐角色、任务、约束、示例与输出格式,并交付HTML对比卡与原稿评分。面向所有用AI但总拿不到好结果的普通用户,把"说不清"变成"说到位"。触发:优化提示词、写Prompt、AI总答不好、Prompt模板、提示工程、结构化改写。

一句话选型结论

按资料字段整理

3-Step Marketer's 提示词优化·一句话变专业Prompt是AI 工具类的 Agent Skill,安装方式未标注,权限级别未标注,许可证不明确,有可直接复制的安装命令。技能本质是给模型读的说明书,效果取决于模型与客户端;装完先用一个小任务验证,再放进正式流程。

分类AI 工具 安装方式未标注 权限级别未标注权限 许可证许可证不明确
累计安装 未标注 本周 未标注
GitHub 星标 未标注 仓库 未标注
下载量 未标注 技能市场下载数
权限级别 未标注权限 安装前请确认风险范围
许可证 许可证不明确 未说明

安装

未标注
在支持 Skills 的客户端里执行,装完问一句「你有哪些技能」验证
skillhub install user_3dd4114e/prompt-enhancer
  1. 1
    确认客户端支持

    确认你的客户端支持 Skills(Claude、Codex、Cursor 等),并升级到较新的版本。

  2. 2
    拿到技能文件

    执行上面的命令安装;也可以把仓库里的 SKILL.md 手动放进客户端的 skills 目录。

  3. 3
    刷新技能列表

    重新打开客户端,或刷新技能列表,让新放进来的技能被加载。

  4. 4
    验证是否生效

    问一句「你有哪些技能」,确认列表里出现它,再拿一个小任务试跑。

技能档案

AI 工具
字段来自技能仓库与公开索引,中文说明由本站标注
作者 / 维护方user_3dd4114e仓库 未标注 · 版本 未标注
宿主客户端未标注技能可被这些客户端加载
安装方式未标注安装包 community
权限级别未标注权限安装前请确认风险范围
许可证未说明许可证不明确,商用前请自行确认条款
仓库可用性available技能仓库当前是否可访问
最近核验未标注上游最后核验时间 · 数据更新 1791621815
正文体量6.2 KBSKILL.md 原文大小,越大说明说明书写得越细

典型使用场景

3 类
按分类整理的常见用法,具体以 SKILL.md 为准
组合多个 AI 能力

把写作、检索、总结串成一条流程。

搭工作流

把固定流程做成可重复调用的步骤。

做提示词与评测

整理提示词并对比输出效果。

选择建议

装之前先看这几条
按条目字段给出的判断,不替你决定用不用

值得选的地方

  • 有可直接复制的安装命令,不用自己翻文档找入口。

先想清楚的地方

  • 没有标注权限级别,实际能做什么要装好后确认。
  • 许可证不明确,商用或二次分发前先到仓库确认条款。
  • 没有做站内核验,内容以作者仓库为准。
  • 技能只是说明书,实际效果取决于模型与客户端,装完先用小任务试一遍。

更适合

  • 需要在AI 工具场景里给模型补一套做法的人。
  • 愿意先读一遍 SKILL.md、确认它会让模型做什么的人。

不太适合

  • 对许可证要求很严、必须明确可商用的人。
  • 只想装完就自动变强、不打算看说明书的人。

同类对比

6 个同类
同分类里挑最接近的几条,字段以各自详情页为准
技能权限级别安装方式累计安装宿主客户端安装命令
3-Step Marketer's 提示词优化·一句话变专业Prompt当前 未标注权限 未标注 未标注 未标注 有
执行计划 只读 GitHub 仓库 151.5 万 Codex、Claude、Cursor 有
Playwright MCP 测试 浏览器控制 ClawHub 市场 136.5 万 OpenClaw 有
完成前的验证 未标注权限 GitHub 仓库 131.9 万 Codex、Claude、Cursor 有
子 Agent 驱动开发 只读 GitHub 仓库 131.2 万 Codex、Claude、Cursor 有
前端设计 执行命令 GitHub 仓库 125.6 万 Codex、Claude、Cursor 有

SKILL.md 全文

6.2 KB
模型实际读到的说明书原文,来自技能仓库

Prompt Enhancer

You have a Prompt Enhancer skill. When a user prefixes their message with p: or prompt:, you must enhance their rough input into a high-quality structured prompt, then execute that enhanced prompt to produce a superior response.

This is a two-step process: first rewrite the prompt, then answer the rewritten prompt.

Trigger Detection

Check every incoming user message for the trigger prefix:

  • The message starts with p: or prompt: (case-insensitive, leading whitespace is OK)
  • Everything after the prefix (trimmed) is the raw user intent
  • If the prefix appears mid-sentence, do NOT trigger — only match at the start

If there is no trigger prefix, process the message normally. This skill does nothing for unprefixed messages.

Empty Input Handling

If the user sends just p: or prompt: with no content (or only whitespace after the prefix), reply with:

> What would you like me to help with? Usage: Start your message with p: followed by what you want.
> Example: p: write me a python script that sorts a list

Do not proceed further.

Step 1: Enhance the Prompt

Take the raw user intent and mentally rewrite it into an optimized prompt using these principles:

1. Role Assignment

Assign yourself a specific expert role relevant to the task.
Example: "As a senior full-stack developer specializing in React and Node.js..."

2. Task Clarification

Restate the task with precision and specificity. Infer what the user actually needs, including things they didn't explicitly mention. Break complex tasks into clear subtasks or steps if appropriate.

3. Context Inference

Fill in reasonable assumptions about what the user probably wants. A user asking for "a landing page" probably wants responsive design, a CTA, modern styling, etc. If assumptions are significant, note them briefly so you can adjust if needed.

4. Output Format Specification

Decide exactly how to structure the response. Examples: provide code in a single file, use markdown headers, return JSON with specific fields, write in paragraphs not bullet points.

5. Quality Criteria & Constraints

Set the quality bar: production-ready, beginner-friendly, concise, etc. Add relevant constraints: word count, tech stack, audience level, tone. Include edge cases or considerations the user likely forgot.

6. Proportional Complexity

Critical: Match the depth of enhancement to the complexity of the request.
- Simple questions (p: what's the capital of France) get minimal enhancement — just slight clarification, no over-engineering
- Complex requests (p: build me a CRM system) get full structured treatment

Step 2: Show the Enhanced Prompt

Before giving your response, always show the user what enhanced prompt you are answering. Format it as a quote block:

> 🔧 Enhanced prompt:
> [Your rewritten, optimized prompt here]

This serves two purposes:
- Transparency: The user sees what was actually asked
- Education: Over time, users learn what good prompts look like

Step 3: Execute the Enhanced Prompt

Now answer the enhanced prompt fully, as if it were the original instruction. Give your complete, high-quality response below the quoted enhanced prompt.

Complete Response Format

Your response must always follow this structure when the skill triggers:

> 🔧 Enhanced prompt:
> [The enhanced prompt]

[Your full response to the enhanced prompt]

Example Transformations

Simple Request

User: p: explain recursion
Enhanced prompt: You are an experienced computer science educator. Explain recursion in a way that's clear and intuitive. Start with a simple real-world analogy, then show how it works in programming with a concrete code example (use Python). Explain the base case and recursive case. Keep the explanation concise and accessible to someone who understands basic programming but is new to recursion.

Creative Task

User: p: write a story about a robot
Enhanced prompt: You are a skilled fiction writer. Write a short story (800–1200 words) about a robot. The story should have a clear narrative arc with a beginning, conflict, and resolution. Give the robot a distinct personality and an emotional core that makes the reader care about them. Ground the story in a specific, vivid setting. Use descriptive prose and natural dialogue. The tone can range from whimsical to poignant — choose what serves the story best.

Technical Task

User: p: make me a todo app
Enhanced prompt: You are a senior frontend developer. Build a fully functional todo app as a single HTML file with embedded CSS and JavaScript. Requirements: Add, complete (toggle), and delete todos. Todos persist in localStorage so they survive page refresh. Clean, modern UI with smooth transitions and hover states. Responsive design that works on mobile and desktop. Empty state message when no todos exist. Input validation (prevent empty todos). Show count of remaining incomplete items. Use vanilla JavaScript — no frameworks. The code should be clean, well-commented, and production-quality.

Minimal Enhancement (Simple Question)

User: p: what's the tallest building in the world
Enhanced prompt: What is the tallest building in the world as of current records? Include the building name, location, height in both meters and feet, and the year it was completed.

Rules

  • Preserve the user's original intent exactly — enhance, never alter the core meaning
  • Write the enhanced prompt as direct instructions (not as a meta-description about what to do)
  • Keep enhanced prompts as concise as possible while being thorough — no filler
  • If the user's input is in a non-English language, write the enhanced prompt in the same language
  • If the user's input contains code snippets, preserve the code exactly and enhance only the surrounding instructions
  • If the input is already a well-structured prompt, make minimal changes — don't over-engineer what's already good

常见问题

5 问
答案由本站依据条目字段整理
3-Step Marketer's 提示词优化·一句话变专业Prompt怎么安装?

在支持 Skills 的客户端里执行:skillhub install user_3dd4114e/prompt-enhancer。安装方式为未标注。装完刷新技能列表或重开客户端。

3-Step Marketer's 提示词优化·一句话变专业Prompt支持哪些客户端?

资料没有标注宿主客户端,但只要客户端支持 Skills(Claude、Codex、Cursor 等),一般都能加载。

3-Step Marketer's 提示词优化·一句话变专业Prompt权限高吗,安全吗?

权限级别为未标注权限。安装前先看它会读取或写入哪些内容。

3-Step Marketer's 提示词优化·一句话变专业Prompt收费吗?

本站不代收费用,也没有标注具体价格。是否收费取决于技能本身和所用的模型或客户端,正式使用前按作者说明确认。

3-Step Marketer's 提示词优化·一句话变专业Prompt用什么许可证?

许可证标注为 未说明(许可证不明确)。商用或二次分发前请到仓库确认条款原文。

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技能内容以作者仓库为准;分类、权限级别与许可证状态的中文说明为中文整理,最近核验 未标注。