wehub-resource-sync
749 lines
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<h1 class="article-title">Claude Code Skills for Custom Workflows: AI Automation Expert</h1>
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<p class="article-subtitle">Learn how to install and use Claude Code Skills to create custom AI
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workflows with progressive context loading and slash command automation.</p>
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<div class="article-meta-full">
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<span class="read-time">4 min read</span>
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<div class="article-tags">
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<span class="tag">Claude Code</span>
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<span class="tag">Skills</span>
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<span class="tag">Workflows</span>
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<span class="tag">Automation</span>
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</div>
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</div>
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</header>
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<article class="article-body">
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<img src="../assets/skills-creator-cover.png" alt="Claude Code Skills System" class="article-cover"
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loading="lazy">
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<div class="article-content-full">
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<h2>What are Claude Code Skills?</h2>
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<p>Claude Code Skills are modular capabilities that extend Claude's functionality automatically. Skills
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package instructions, metadata, and optional resources (scripts, templates, documentation) that
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Claude uses on-demand when relevant to your request. Unlike commands that you invoke explicitly,
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Skills work behind the scenes - Claude automatically loads them when they match your task.</p>
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<!-- Mermaid Diagram -->
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<div class="mermaid-diagram"
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style="background: #1a1a1a; border: 1px solid #333; border-radius: 8px; padding: 2rem; margin: 2rem 0; text-align: center;">
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<pre class="mermaid">
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graph TB
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A[👤 User Request] --> B[🔍 Skill Triggered]
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B --> C[📋 Level 1: Metadata Always Loaded]
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C --> D[📚 Level 2: SKILL.md Instructions]
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D --> E[📦 Level 3: Resources & Scripts]
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E --> F[✅ Task Complete]
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style B fill:#F97316,stroke:#fff,color:#000
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style D fill:#F97316,stroke:#fff,color:#000
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</pre>
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</div>
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<h2>Key Capabilities</h2>
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<ul>
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||
<li><strong>Automatic Activation</strong> - Claude triggers Skills automatically when they match
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your request</li>
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||
<li><strong>Progressive Context Loading</strong> - Three-level loading: metadata (always),
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||
instructions (when triggered), resources (as needed)</li>
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||
<li><strong>Domain Expertise Packaging</strong> - Bundle workflows, best practices, scripts, and
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||
reference materials</li>
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||
<li><strong>Zero Token Cost When Idle</strong> - Skills only consume context when actively used</li>
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<li><strong>Filesystem-Based Architecture</strong> - Skills exist as directories with SKILL.md and
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||
optional resources</li>
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<li><strong>Executable Scripts Support</strong> - Include Python/Node scripts that run without
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||
loading into context</li>
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</ul>
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<h2>Installation</h2>
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||
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<p>Skills are typically created manually or installed from templates. Here's how to use the example
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||
skills-creator from Claude Code Templates:</p>
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<pre><code class="language-bash">npx claude-code-templates@latest --skill=development/skill-creator</code></pre>
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<p><strong>Where are skills installed?</strong></p>
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<p>Skills are saved in <code>.claude/skills/</code> directory in your project:</p>
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||
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<pre><code class="language-bash">your-project/
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├── .claude/
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│ └── skills/
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│ └── my-skill/
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│ ├── SKILL.md # ← Required skill instructions
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│ └── scripts/ # Optional executable scripts
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│ └── helper.py # Example script
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├── src/
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│ └── components/
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├── package.json
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└── README.md</code></pre>
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||
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<h2>How Skills Work</h2>
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||
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||
<p>Skills activate automatically when Claude detects they're relevant to your request. You don't invoke
|
||
them explicitly - just describe what you need, and Claude uses the appropriate Skill behind the
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||
scenes.</p>
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<pre><code class="language-bash"># Start Claude Code
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claude
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||
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# Skills activate automatically based on your request
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> Review this code for security vulnerabilities
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||
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# Claude automatically uses the code-review Skill if installed</code></pre>
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||
|
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<p><strong>Progressive Loading:</strong> Skills load in three levels - metadata (always loaded),
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||
instructions (when triggered), and resources (as needed). This means you can install many Skills
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||
without performance penalty.</p>
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||
|
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<h2>Usage Examples</h2>
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||
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<h3>Example 1: PDF Processing Skill</h3>
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<pre><code class="language-bash">claude
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> Extract text from this PDF and create a summary
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# Claude automatically detects PDF task and loads pdf-processing Skill</code></pre>
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<p><strong>Result:</strong> The Skill provides Claude with PDF extraction expertise. Claude reads
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SKILL.md instructions, uses bundled pdfplumber scripts, and delivers extracted text with summary.
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Advanced features like form-filling documentation (FORMS.md) remain unloaded unless needed.</p>
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||
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<h3>Example 2: Database Schema Skill</h3>
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||
<pre><code class="language-bash">claude
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> Write a query to get all users with pending orders
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# Claude detects database query and loads database-schema Skill</code></pre>
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||
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<p><strong>Result:</strong> Skill loads with your database schema as reference material. Claude accesses
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table definitions, relationships, and example queries from bundled files. The schema file only
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enters context if Claude needs to reference it - otherwise it stays on the filesystem.</p>
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||
|
||
<h3>Example 3: API Integration Skill</h3>
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||
<pre><code class="language-bash">claude
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||
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> Show me how to authenticate with the Stripe API
|
||
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# Claude recognizes API integration task and loads stripe-api Skill</code></pre>
|
||
|
||
<p><strong>Result:</strong> Skill provides Stripe API documentation, authentication patterns, and
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||
example code. Claude can execute bundled test scripts to validate API calls without loading script
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||
code into context - only the output appears.</p>
|
||
|
||
<h2>Official Documentation</h2>
|
||
|
||
<p>For more information about Skills in Claude Code, see the <a
|
||
href="https://code.claude.com/docs/en/skills?utm_source=aitmpl&utm_medium=referral&utm_campaign=blog"
|
||
target="_blank">official documentation</a>.</p>
|
||
|
||
<div class="success-box">
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||
<strong>Key takeaway:</strong> Skills give Claude Code domain expertise without wasting context tokens. Install them once, and Claude automatically uses them when relevant.
|
||
</div>
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<div class="explore-components-banner">
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<h3>Explore 800+ Claude Code Components</h3>
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<p>Discover agents, commands, MCPs, settings, hooks, skills and templates to supercharge your Claude Code workflow</p>
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<a href="../../index.html">Browse All Components</a>
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|
||
d="M12 0c-6.626 0-12 5.373-12 12 0 5.302 3.438 9.8 8.207 11.387.599.111.793-.261.793-.577v-2.234c-3.338.726-4.033-1.416-4.033-1.416-.546-1.387-1.333-1.756-1.333-1.756-1.089-.745.083-.729.083-.729 1.205.084 1.839 1.237 1.839 1.237 1.07 1.834 2.807 1.304 3.492.997.107-.775.418-1.305.762-1.604-2.665-.305-5.467-1.334-5.467-5.931 0-1.311.469-2.381 1.236-3.221-.124-.303-.535-1.524.117-3.176 0 0 1.008-.322 3.301 1.23.957-.266 1.983-.399 3.003-.404 1.02.005 2.047.138 3.006.404 2.291-1.552 3.297-1.30 3.297-1.30.653 1.653.242 2.874.118 3.176.77.84 1.235 1.911 1.235 3.221 0 4.609-2.807 5.624-5.479 5.921.43.372.823 1.102.823 2.222v3.293c0 .319.192.694.801.576 4.765-1.589 8.199-6.086 8.199-11.386 0-6.627-5.373-12-12-12z" />
|
||
</svg>
|
||
GitHub
|
||
</a>
|
||
</div>
|
||
</div>
|
||
</div>
|
||
</div>
|
||
</footer>
|
||
|
||
<!-- Code Copy Functionality -->
|
||
<script>
|
||
// Code Copy Functionality for Blog Articles
|
||
class CodeCopy {
|
||
constructor() {
|
||
this.initCodeBlocks();
|
||
this.setupCopyFunctionality();
|
||
}
|
||
|
||
initCodeBlocks() {
|
||
// Convert existing pre elements to new code-block structure
|
||
const preElements = document.querySelectorAll('.article-content-full pre:not(.converted)');
|
||
|
||
preElements.forEach(pre => {
|
||
const code = pre.querySelector('code');
|
||
if (!code) return;
|
||
|
||
// Detect language from class or content
|
||
const language = this.detectLanguage(code);
|
||
const isTerminal = language === 'bash' || language === 'terminal';
|
||
|
||
// Create new code block structure
|
||
const codeBlock = document.createElement('div');
|
||
codeBlock.className = isTerminal ? 'code-block terminal-block' : 'code-block';
|
||
|
||
// Create header
|
||
const header = document.createElement('div');
|
||
header.className = 'code-header';
|
||
|
||
const languageSpan = document.createElement('span');
|
||
languageSpan.className = 'code-language';
|
||
languageSpan.textContent = language;
|
||
|
||
const copyButton = document.createElement('button');
|
||
copyButton.className = 'copy-button';
|
||
copyButton.innerHTML = `
|
||
<svg width="14" height="14" viewBox="0 0 24 24" fill="currentColor">
|
||
<path d="M16 1H4c-1.1 0-2 .9-2 2v14h2V3h12V1zm3 4H8c-1.1 0-2 .9-2 2v14c0 1.1.9 2 2 2h11c1.1 0 2-.9 2-2V7c0-1.1-.9-2-2-2zm0 16H8V7h11v14z"/>
|
||
</svg>
|
||
Copy
|
||
`;
|
||
|
||
header.appendChild(languageSpan);
|
||
header.appendChild(copyButton);
|
||
|
||
// Clone and prepare the pre element
|
||
const newPre = pre.cloneNode(true);
|
||
newPre.classList.add('converted');
|
||
|
||
// Assemble new structure
|
||
codeBlock.appendChild(header);
|
||
codeBlock.appendChild(newPre);
|
||
|
||
// Replace original pre
|
||
pre.parentNode.replaceChild(codeBlock, pre);
|
||
});
|
||
}
|
||
|
||
detectLanguage(codeElement) {
|
||
// Check for class-based language detection
|
||
const className = codeElement.className;
|
||
if (className.includes('language-')) {
|
||
return className.match(/language-(\w+)/)[1];
|
||
}
|
||
|
||
// Check content patterns
|
||
const content = codeElement.textContent;
|
||
|
||
if (content.includes('npm ') || content.includes('$ ') || content.includes('claude-code ')) {
|
||
return 'bash';
|
||
}
|
||
if (content.includes('import ') && content.includes('from ')) {
|
||
return 'javascript';
|
||
}
|
||
if (content.includes('CREATE TABLE') || content.includes('SELECT ')) {
|
||
return 'sql';
|
||
}
|
||
if (content.includes('{') && content.includes('"')) {
|
||
return 'json';
|
||
}
|
||
if (content.includes('def ') || content.includes('import ')) {
|
||
return 'python';
|
||
}
|
||
|
||
return 'text';
|
||
}
|
||
|
||
setupCopyFunctionality() {
|
||
document.addEventListener('click', async (e) => {
|
||
if (!e.target.closest('.copy-button')) return;
|
||
|
||
const button = e.target.closest('.copy-button');
|
||
const codeBlock = button.closest('.code-block');
|
||
const pre = codeBlock.querySelector('pre');
|
||
const code = pre.querySelector('code');
|
||
|
||
if (!code) return;
|
||
|
||
try {
|
||
// Get clean text content
|
||
let textToCopy = code.textContent;
|
||
|
||
// Clean up terminal prompts if it's a terminal block
|
||
if (codeBlock.classList.contains('terminal-block')) {
|
||
textToCopy = this.cleanTerminalOutput(textToCopy);
|
||
}
|
||
|
||
await navigator.clipboard.writeText(textToCopy);
|
||
|
||
// Update button state
|
||
const originalContent = button.innerHTML;
|
||
button.innerHTML = `
|
||
<svg width="14" height="14" viewBox="0 0 24 24" fill="currentColor">
|
||
<path d="M9 16.17L4.83 12l-1.42 1.41L9 19 21 7l-1.41-1.41z"/>
|
||
</svg>
|
||
Copied!
|
||
`;
|
||
button.classList.add('copied');
|
||
|
||
// Reset after 2 seconds
|
||
setTimeout(() => {
|
||
button.innerHTML = originalContent;
|
||
button.classList.remove('copied');
|
||
}, 2000);
|
||
|
||
} catch (err) {
|
||
console.error('Failed to copy code:', err);
|
||
|
||
// Fallback: select text
|
||
const selection = window.getSelection();
|
||
const range = document.createRange();
|
||
range.selectNodeContents(code);
|
||
selection.removeAllRanges();
|
||
selection.addRange(range);
|
||
}
|
||
});
|
||
}
|
||
|
||
cleanTerminalOutput(text) {
|
||
// Remove common terminal prompts and clean output
|
||
return text
|
||
.split('\n')
|
||
.map(line => {
|
||
// Remove prompts like "$ ", "❯ ", "claude-code> "
|
||
line = line.replace(/^[\$❯]\s*/, '').replace(/^claude-code>\s*/, '');
|
||
|
||
// Remove output/result comments (lines starting with # ✓)
|
||
if (line.trim().startsWith('# ✓') ||
|
||
line.trim().startsWith('# Start using') ||
|
||
line.trim().startsWith('# Your .claude') ||
|
||
line.trim().startsWith('# This will') ||
|
||
line.includes('Components will be installed') ||
|
||
line.includes('directory now contains')) {
|
||
return '';
|
||
}
|
||
|
||
return line;
|
||
})
|
||
.filter(line => line.trim() !== '') // Remove empty lines
|
||
.join('\n')
|
||
.trim();
|
||
}
|
||
}
|
||
|
||
// Initialize when DOM is loaded
|
||
if (document.readyState === 'loading') {
|
||
document.addEventListener('DOMContentLoaded', () => new CodeCopy());
|
||
} else {
|
||
new CodeCopy();
|
||
}
|
||
|
||
// Explore components banner hover effect
|
||
document.addEventListener('DOMContentLoaded', () => {
|
||
const banner = document.querySelector('.explore-components-banner a');
|
||
if (banner) {
|
||
banner.addEventListener('mouseenter', () => {
|
||
banner.style.background = '#00cc33';
|
||
banner.style.transform = 'translateY(-2px)';
|
||
});
|
||
banner.addEventListener('mouseleave', () => {
|
||
banner.style.background = '#00ff41';
|
||
banner.style.transform = 'translateY(0)';
|
||
});
|
||
}
|
||
});
|
||
|
||
// Copy Markdown functionality
|
||
class MarkdownCopier {
|
||
constructor() {
|
||
this.setupButton();
|
||
}
|
||
|
||
setupButton() {
|
||
const button = document.getElementById('copy-markdown-btn');
|
||
if (!button) return;
|
||
|
||
button.addEventListener('click', async () => {
|
||
const markdown = this.extractMarkdown();
|
||
|
||
try {
|
||
await navigator.clipboard.writeText(markdown);
|
||
|
||
// Update button state
|
||
const originalContent = button.innerHTML;
|
||
button.innerHTML = `
|
||
<svg width="16" height="16" viewBox="0 0 24 24" fill="currentColor">
|
||
<path d="M9 16.17L4.83 12l-1.42 1.41L9 19 21 7l-1.41-1.41z"/>
|
||
</svg>
|
||
✓
|
||
`;
|
||
button.classList.add('copied');
|
||
|
||
// Reset after 2 seconds
|
||
setTimeout(() => {
|
||
button.innerHTML = originalContent;
|
||
button.classList.remove('copied');
|
||
}, 2000);
|
||
|
||
} catch (err) {
|
||
console.error('Failed to copy markdown:', err);
|
||
}
|
||
});
|
||
}
|
||
|
||
extractMarkdown() {
|
||
const title = document.querySelector('.article-title')?.textContent || '';
|
||
const subtitle = document.querySelector('.article-subtitle')?.textContent || '';
|
||
const date = document.querySelector('time')?.textContent || '';
|
||
const content = document.querySelector('.article-content-full');
|
||
|
||
let markdown = `# ${title}\n\n`;
|
||
|
||
if (subtitle) {
|
||
markdown += `${subtitle}\n\n`;
|
||
}
|
||
|
||
if (date) {
|
||
markdown += `*${date}*\n\n`;
|
||
}
|
||
|
||
if (!content) return markdown;
|
||
|
||
// Process content elements
|
||
const elements = content.children;
|
||
|
||
for (const element of elements) {
|
||
markdown += this.processElement(element) + '\n\n';
|
||
}
|
||
|
||
return markdown.trim();
|
||
}
|
||
|
||
processElement(element) {
|
||
const tagName = element.tagName.toLowerCase();
|
||
|
||
switch (tagName) {
|
||
case 'h2':
|
||
return `## ${element.textContent}`;
|
||
case 'h3':
|
||
return `### ${element.textContent}`;
|
||
case 'h4':
|
||
return `#### ${element.textContent}`;
|
||
case 'p':
|
||
return element.textContent;
|
||
case 'ul':
|
||
return this.processList(element, '-');
|
||
case 'ol':
|
||
return this.processList(element, '1.');
|
||
case 'table':
|
||
return this.processTable(element);
|
||
case 'pre':
|
||
return this.processCodeBlock(element);
|
||
case 'div':
|
||
if (element.classList.contains('code-block')) {
|
||
return this.processCodeBlock(element.querySelector('pre'));
|
||
}
|
||
if (element.classList.contains('newsletter-cta') ||
|
||
element.classList.contains('explore-components-banner')) {
|
||
return '';
|
||
}
|
||
return element.textContent || '';
|
||
case 'img':
|
||
const alt = element.getAttribute('alt') || '';
|
||
const src = element.getAttribute('src') || '';
|
||
return ``;
|
||
default:
|
||
return element.textContent || '';
|
||
}
|
||
}
|
||
|
||
processList(listElement, marker) {
|
||
const items = listElement.querySelectorAll('li');
|
||
return Array.from(items)
|
||
.map(item => `${marker} ${item.textContent}`)
|
||
.join('\n');
|
||
}
|
||
|
||
processTable(table) {
|
||
const rows = table.querySelectorAll('tr');
|
||
if (rows.length === 0) return '';
|
||
|
||
let markdown = '';
|
||
|
||
// Process header
|
||
const headerRow = rows[0];
|
||
const headers = headerRow.querySelectorAll('th, td');
|
||
const headerText = Array.from(headers).map(h => h.textContent.trim()).join(' | ');
|
||
markdown += `| ${headerText} |\n`;
|
||
|
||
// Add separator
|
||
const separator = Array.from(headers).map(() => '---').join(' | ');
|
||
markdown += `| ${separator} |\n`;
|
||
|
||
// Process body rows
|
||
for (let i = 1; i < rows.length; i++) {
|
||
const row = rows[i];
|
||
const cells = row.querySelectorAll('td, th');
|
||
const cellText = Array.from(cells).map(c => c.textContent.trim()).join(' | ');
|
||
markdown += `| ${cellText} |\n`;
|
||
}
|
||
|
||
return markdown;
|
||
}
|
||
|
||
processCodeBlock(preElement) {
|
||
if (!preElement) return '';
|
||
|
||
const code = preElement.querySelector('code');
|
||
const codeText = code ? code.textContent : preElement.textContent;
|
||
|
||
// Detect language from parent code-block or code element classes
|
||
const codeBlock = preElement.closest('.code-block');
|
||
let language = '';
|
||
|
||
if (codeBlock) {
|
||
const languageSpan = codeBlock.querySelector('.code-language');
|
||
if (languageSpan) {
|
||
language = languageSpan.textContent.toLowerCase();
|
||
}
|
||
} else if (code && code.className.includes('language-')) {
|
||
language = code.className.match(/language-(\w+)/)?.[1] || '';
|
||
}
|
||
|
||
return `\`\`\`${language}\n${codeText}\n\`\`\``;
|
||
}
|
||
}
|
||
|
||
// Initialize markdown copier
|
||
document.addEventListener('DOMContentLoaded', () => {
|
||
new MarkdownCopier();
|
||
});
|
||
</script>
|
||
|
||
<!-- Mermaid Diagram Support -->
|
||
<script type="module">
|
||
import mermaid from 'https://cdn.jsdelivr.net/npm/mermaid@10/dist/mermaid.esm.min.mjs';
|
||
mermaid.initialize({
|
||
startOnLoad: true,
|
||
theme: 'dark',
|
||
themeVariables: {
|
||
primaryColor: '#F97316',
|
||
primaryTextColor: '#fff',
|
||
primaryBorderColor: '#F97316',
|
||
lineColor: '#00ff41',
|
||
secondaryColor: '#1a1a1a',
|
||
tertiaryColor: '#2d2d2d'
|
||
}
|
||
});
|
||
</script>
|
||
</body>
|
||
|
||
</html> |