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Vibe Coding · 课时

为人工智能提供上下文

分享文件、目标和技术信息，让人工智能适配您的项目。

为人工智能提供上下文 是 CoddyKit 上的免费 Vibe Coding 课时。 这是第 3 节课，共 4 节。 你可以在下方免费阅读本课时的完整内容 — 然后在浏览器中使用内置代码编辑器和全天候 AI 导师进行实践。 这是 Vibe Coding 学习路径的一部分，你的进度在网页和 CoddyKit 应用中同步。 Vibe Coding 课程共包含 4 节课。

本课时的部分内容尚未翻译，以英文显示。

Why Context Changes Everything

The same prompt can produce wildly different code depending on what the AI knows about your project. A prompt with no context makes the AI guess your framework, your style, even your file names.

Give it context, and the code drops right into your project — same conventions, same style, no rewrites. This lesson is about feeding the AI the right background.

Three Kinds of Context

Useful context comes in three flavors:

  • Project context — your tech stack, framework, conventions
  • Code context — the actual files and snippets you're working with
  • Goal context — the bigger 'why' behind the task

The best prompts weave in all three so the AI builds something that truly fits.

Project Context: Your Stack

Always tell the AI what you're building with. 'React with Tailwind' produces very different code than 'plain HTML and CSS'. Naming your stack stops the AI from importing libraries you don't have.

"This project uses React, TypeScript and Tailwind CSS.
 We use functional components and hooks only — no class
 components. Build a reusable <Avatar /> component that
 shows a circular user image with a fallback initial."

Code Context: Show Your Files

The biggest upgrade to any prompt is pasting the actual code you're working with. Now the AI matches your variable names, your style, and your existing structure instead of inventing new ones.

"Here's my current cart code:

  let cart = [];
  function addItem(name, price) {
    cart.push({ name, price });
  }

Add a function removeItem(name) that removes the first
matching item, and a total() function that sums the prices."

Editors Share Context Automatically

Tools like Cursor and Claude Code can read your open files and project structure for you. In Cursor you can tag files with @filename to pull them into the prompt.

This is why AI-native editors feel smarter than a plain chatbot — they already know your codebase.

In Cursor's chat:

"Look at @cart.js and @checkout.js.
 The total in checkout doesn't match the cart.
 Find why and fix it."

Goal Context: The 'Why'

Telling the AI why you're doing something helps it make smarter choices. If it knows the app is for kids, or must work offline, or needs to be ultra-fast, it adapts the code accordingly.

"This is a flashcard app for young children, so the UI must
 be large, colorful, and tappable with no small targets.
 Build the answer-reveal button with that in mind."

Context Helps the AI Match Your Style

When you show existing code, the AI mirrors your conventions. Here's a style the AI would copy if you pasted it — notice the arrow functions and naming. Asking for 'one more like this' keeps the codebase consistent.

This snippet runs on its own so you can see the pattern in action.

const formatPrice = (n) => '$' + n.toFixed(2);
const formatPercent = (n) => n.toFixed(0) + '%';

// Ask AI: "Add formatDate in this same arrow-function style."
console.log(formatPrice(12.5));
console.log(formatPercent(0.42 * 100));

A Project Context File

Pro move: keep a short context file the AI reads every time. Cursor uses .cursorrules and Claude Code uses CLAUDE.md. Put your stack, conventions and do/don't rules there once.

Now you never have to repeat yourself in every prompt.

Example CLAUDE.md:

# Project Conventions
- Stack: Next.js + Tailwind
- Use TypeScript, no 'any'
- Components in /components, one per file
- Prefer small, pure functions
- Never add a dependency without asking

Too Much Context Is Real Too

Context is powerful but not free. Dumping ten unrelated files confuses the AI and buries the part that matters. Share what's relevant to this task, not your whole project.

Aim for: the file you're changing, the file it talks to, and a one-line description of the stack.

Context Stops Hallucinations

When the AI lacks context, it sometimes invents function names, files or APIs that don't exist — called a hallucination. Giving real code grounds it in reality.

If the AI keeps referencing things you never wrote, that's a sign: it needs more context, not a better model.

Symptom of missing context:

  AI: "Just call your existing saveUser() helper."
  You: "...I don't have a saveUser() helper."

Fix: paste the real file so the AI sees what exists.

A Fully-Contextualized Prompt

Here's everything combined: stack, real code, and the goal. This is the kind of prompt that gets production-ready code that fits on the first try.

"Stack: plain HTML/CSS/JS, single index.html. (PROJECT)

Here's my current toggle code:
  const btn = document.querySelector('#theme');
  btn.onclick = () => document.body.classList.toggle('dark'); (CODE)

Goal: I want the theme choice to persist after refresh, since
 users hate re-toggling every visit. Add localStorage. (GOAL)"

Quick Check

The AI keeps suggesting you call functions and files that don't exist in your project. What's the most likely cause and fix?

Recap: Ground the AI in Your World

Context turns generic code into code that fits. Always consider sharing:

  • Project context — your stack and conventions
  • Code context — the real files (tag them in Cursor/Claude Code)
  • Goal context — the 'why' behind the task

Keep a CLAUDE.md or .cursorrules so you don't repeat yourself, and share only what's relevant. Next: how to iterate — refining a prompt step by step instead of starting over.

常见问题解答

「为人工智能提供上下文」课时是免费的吗？

是的 — 「为人工智能提供上下文」的完整文本可在网页上免费阅读。要进行交互式练习（内置代码编辑器和全天候 AI 导师）并解锁 Vibe Coding 课程的其余内容，请升级到 CoddyKit PRO。 Vibe Coding 课程共包含 4 节课。

「为人工智能提供上下文」这节课中我会学到什么？

分享文件、目标和技术信息，让人工智能适配您的项目。 你通过在浏览器中直接运行的动手代码来练习 Vibe Coding，全天候 AI 导师会在你学习这节课的过程中回答你的问题。

学习 Vibe Coding 需要有经验吗？

无需任何先前经验。CoddyKit 上的 Vibe Coding 课程适合初学者到高级学习者，你可以从这里开始或从头开始，按照自己的节奏学习。 这是第 3 节课，共 4 节。

「为人工智能提供上下文」课时需要多长时间？

大多数 CoddyKit 课程大约需要 5–10 分钟。每节课都很精短且互动，所以你能稳步进步，并在网页和应用中从离开的地方继续。

我能在这节 Vibe Coding 课中编写并运行代码吗？

能。每节 Vibe Coding 课都包含内置代码编辑器，你可以在浏览器中直接编写并运行真实代码，并获得即时 AI 反馈 — 无需本地设置。

此课程中的所有课时

  1. 优秀构建提示词的结构
  2. 明确具体
  3. 为人工智能提供上下文
  4. 迭代提示词
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