Phase 6: Jumpstart Wizard UI & WP Client

frontend/src/components/admin/jumpstart/JumpstartWizard.tsx

@@ -0,0 +1,176 @@
+
+// @ts-nocheck
+import React, { useState, useEffect } from 'react';
+import { WordPressClient } from '@/lib/wordpress/WordPressClient';
+import { getDirectusClient, createItem } from '@/lib/directus/client';
+import { Card, CardContent } from '@/components/ui/card';
+import { Button } from '@/components/ui/button';
+import { Progress } from '@/components/ui/progress';
+import { Badge } from '@/components/ui/badge';
+import { Input } from '@/components/ui/input';
+
+type Step = 'connect' | 'inventory' | 'qc' | 'launch';
+
+export default function JumpstartWizard() {
+    const [step, setStep] = useState<Step>('connect');
+    const [logs, setLogs] = useState<string[]>([]);
+
+    // Connection State
+    const [siteUrl, setSiteUrl] = useState('');
+    const [username, setUsername] = useState('');
+    const [appPassword, setAppPassword] = useState('');
+
+    // Inventory State
+    const [inventory, setInventory] = useState<any>(null);
+    const [qcItems, setQcItems] = useState<any[]>([]);
+
+    const addLog = (msg: string) => setLogs(prev => [`[${new Date().toLocaleTimeString()}] ${msg}`, ...prev]);
+
+    // 1. CONNECT THE CABLES
+    const handleConnect = async () => {
+        addLog(`🔌 Connecting to ${siteUrl}...`);
+        try {
+            const wp = new WordPressClient(siteUrl, appPassword ? `${username}:${appPassword}` : undefined);
+            const alive = await wp.testConnection();
+            if (alive) {
+                addLog("✅ Connection Successful.");
+                setStep('inventory');
+                await scanInventory(wp);
+            } else {
+                addLog("❌ Connection Failed. Check URL.");
+            }
+        } catch (e) { addLog(`❌ Error: ${e.message}`); }
+    };
+
+    // 2. INVENTORY & FILTER
+    const scanInventory = async (wp: WordPressClient) => {
+        addLog("📦 Fetching Inventory (Posts, Pages, Taxonomies)...");
+        // Mocking inventory scan for UI dev
+        // In real impl, we fetch categories/tags and filter < 10
+        setTimeout(() => {
+            addLog("🔎 Filtering Taxonomies (<10 ignored)...");
+            addLog("📊 Found 124 Post, 12 Good Categories.");
+            setInventory({ total_posts: 124, valid_categories: 12 });
+            setStep('qc');
+            generateQC(wp);
+        }, 1500);
+    };
+
+    // 3. QC GENERATION (First 3)
+    const generateQC = async (wp: WordPressClient) => {
+        addLog("🧪 Generating QC Batch (First 3 Articles)...");
+        // Trigger API with limit=3
+        setTimeout(() => {
+            setQcItems([
+                { id: 1, title: 'AI Refactored: Post One', status: 'Review Needed' },
+                { id: 2, title: 'AI Refactored: Post Two', status: 'Review Needed' },
+                { id: 3, title: 'AI Refactored: Post Three', status: 'Review Needed' }
+            ]);
+            addLog("⚠️ QC Paused. Waiting for Approval.");
+        }, 2000);
+    };
+
+    // 4. IGNITION
+    const handleLaunch = () => {
+        setStep('launch');
+        addLog("🚀 IGNITION! Starting Mass Generation & Deployment...");
+    };
+
+    return (
+        <div className="max-w-4xl mx-auto space-y-6">
+            {/* Header / Animation */}
+            <div className="flex items-center justify-between bg-slate-900 p-6 rounded-xl border border-slate-700 relative overflow-hidden">
+                <div className="z-10 relative">
+                    <h1 className="text-3xl font-extrabold text-white mb-2">Guided Jumpstart Test</h1>
+                    <p className="text-slate-400">Phase 6: Connection, Inventory, QC, Ignition.</p>
+                </div>
+                <img
+                    src="/assets/rocket_man.webp"
+                    className={`w-32 h-32 object-contain transition-transform duration-1000 ${step === 'launch' ? 'translate-x-[200px] -translate-y-[100px] opacity-0' : ''}`}
+                />
+            </div>
+
+            <div className="grid grid-cols-3 gap-6">
+                {/* Main Control Panel */}
+                <Card className="col-span-2 bg-slate-800 border-slate-700">
+                    <CardContent className="p-6 space-y-6">
+                        {step === 'connect' && (
+                            <div className="space-y-4">
+                                <h2 className="text-xl font-bold text-white">1. Connect the Cables</h2>
+                                <div className="space-y-2">
+                                    <label className="text-sm text-slate-400">Site URL</label>
+                                    <Input value={siteUrl} onChange={e => setSiteUrl(e.target.value)} className="bg-slate-900 border-slate-600" placeholder="https://..." />
+                                </div>
+                                <div className="grid grid-cols-2 gap-4">
+                                    <div className="space-y-2">
+                                        <label className="text-sm text-slate-400">Username</label>
+                                        <Input value={username} onChange={e => setUsername(e.target.value)} className="bg-slate-900 border-slate-600" />
+                                    </div>
+                                    <div className="space-y-2">
+                                        <label className="text-sm text-slate-400">App Password</label>
+                                        <Input type="password" value={appPassword} onChange={e => setAppPassword(e.target.value)} className="bg-slate-900 border-slate-600" />
+                                    </div>
+                                </div>
+                                <Button onClick={handleConnect} className="w-full bg-blue-600 hover:bg-blue-500">Connect & Scan</Button>
+                            </div>
+                        )}
+
+                        {step === 'qc' && (
+                            <div className="space-y-4">
+                                <h2 className="text-xl font-bold text-white">2. Quality Control Gate</h2>
+                                <div className="bg-slate-900 p-4 rounded-lg space-y-2">
+                                    {qcItems.map(item => (
+                                        <div key={item.id} className="flex justify-between items-center bg-slate-800 p-3 rounded border border-slate-700">
+                                            <span className="text-slate-200 font-medium">{item.title}</span>
+                                            <Badge variant="outline" className="text-yellow-400 border-yellow-400">Review Needed</Badge>
+                                        </div>
+                                    ))}
+                                </div>
+                                <div className="flex gap-4">
+                                    <Button variant="outline" className="flex-1 border-slate-600 text-slate-300">Reject / Regenerate</Button>
+                                    <Button onClick={handleLaunch} className="flex-1 bg-green-600 hover:bg-green-500">Approve & Ignite 🚀</Button>
+                                </div>
+                            </div>
+                        )}
+
+                        {step === 'launch' && (
+                            <div className="space-y-4 text-center py-8">
+                                <h2 className="text-2xl font-bold text-green-400 animate-pulse">Engine Running</h2>
+                                <p className="text-slate-400">Deployment in progress. Do not close this window.</p>
+                                <Progress value={45} className="h-4 bg-slate-900" />
+                                <div className="grid grid-cols-3 gap-4 pt-4">
+                                    <div className="bg-slate-900 p-3 rounded">
+                                        <div className="text-2xl font-bold text-white">124</div>
+                                        <div className="text-xs text-slate-500">Total</div>
+                                    </div>
+                                    <div className="bg-slate-900 p-3 rounded">
+                                        <div className="text-2xl font-bold text-blue-400">45</div>
+                                        <div className="text-xs text-slate-500">Processed</div>
+                                    </div>
+                                    <div className="bg-slate-900 p-3 rounded">
+                                        <div className="text-2xl font-bold text-green-400">42</div>
+                                        <div className="text-xs text-slate-500">Deployed</div>
+                                    </div>
+                                </div>
+                            </div>
+                        )}
+                    </CardContent>
+                </Card>
+
+                {/* Live Logs */}
+                <Card className="bg-slate-900 border-slate-800 shadow-inner h-[500px] overflow-hidden flex flex-col">
+                    <div className="p-3 border-b border-slate-800 bg-slate-950">
+                        <h3 className="text-xs font-mono text-green-500 uppercase">System Logs</h3>
+                    </div>
+                    <div className="flex-1 p-4 overflow-y-auto font-mono text-xs space-y-2">
+                        {logs.map((log, i) => (
+                            <div key={i} className="text-slate-400 border-l-2 border-slate-800 pl-2">
+                                {log}
+                            </div>
+                        ))}
+                    </div>
+                </Card>
+            </div>
+        </div>
+    );
+}

frontend/src/components/admin/wordpress/WPImporter.tsx

@@ -0,0 +1,192 @@
+// @ts-nocheck
+import React, { useState } from 'react';
+import { WordPressClient, type WPPost } from '@/lib/wordpress/WordPressClient';
+import { getDirectusClient, createItem } from '@/lib/directus/client'; // Import Directus helper
+import { Card, CardHeader, CardTitle, CardContent } from '@/components/ui/card';
+import { Button } from '@/components/ui/button';
+import { Input } from '@/components/ui/input';
+import { Label } from '@/components/ui/label';
+import { Badge } from '@/components/ui/badge';
+
+export default function WPImporter() {
+    const [url, setUrl] = useState('');
+    const [connected, setConnected] = useState(false);
+    const [loading, setLoading] = useState(false);
+    const [status, setStatus] = useState('');
+    const [items, setItems] = useState<WPPost[]>([]);
+    const [selection, setSelection] = useState<Set<number>>(new Set());
+
+    const connect = async () => {
+        setLoading(true);
+        setStatus('Scanning site...');
+        try {
+            const wp = new WordPressClient(url);
+            const isAlive = await wp.testConnection();
+            if (isAlive) {
+                const pages = await wp.getPages();
+                const posts = await wp.getPosts();
+                setItems([...pages, ...posts].map(i => ({...i, id: i.id}))); // Ensure ID
+                setConnected(true);
+            } else {
+                alert("Could not connect to WordPress site.");
+            }
+        } catch (e) {
+            console.error(e);
+            alert("Connection error");
+        } finally {
+            setLoading(false);
+            setStatus('');
+        }
+    };
+
+    const toggleSelection = (id: number) => {
+        const next = new Set(selection);
+        if (next.has(id)) next.delete(id);
+        else next.add(id);
+        setSelection(next);
+    };
+
+    const handleImport = async () => {
+        setLoading(true);
+        setStatus('Creating Site & Job...');
+        
+        try {
+            const client = getDirectusClient();
+            
+            // 1. Create Site
+            // We assume url is like 'https://domain.com'
+            const domain = new URL(url).hostname;
+            const sitePayload = {
+                name: domain,
+                url: url,
+                domain: domain,
+                status: 'setup'
+            };
+            const site = await client.request(createItem('sites', sitePayload));
+            
+            // 2. Prepare Import Queue
+            const selectedItems = items.filter(i => selection.has(i.id)).map(i => ({
+                 original_id: i.id,
+                 slug: i.slug,
+                 title: i.title.rendered,
+                 type: i.type 
+            }));
+
+            // 3. Create Generation Job
+            const jobPayload = {
+                site_id: site.id,
+                status: 'Pending',
+                target_quantity: selectedItems.length,
+                filters: {
+                    mode: 'refactor',
+                    items: selectedItems
+                }
+            };
+            const job = await client.request(createItem('generation_jobs', jobPayload));
+
+            // 4. Trigger Generation API
+            setStatus('Starting Refactor Engine...');
+            const res = await fetch('/api/generate-content', {
+                method: 'POST',
+                headers: {'Content-Type': 'application/json'},
+                body: JSON.stringify({ jobId: job.id, mode: 'refactor' })
+            });
+
+            if (res.ok) {
+                alert(`Success! Site created and ${selectedItems.length} items queued for refactoring.`);
+                window.location.href = `/admin/sites/${site.id}`; // Redirect to site
+            } else {
+                const err = await res.json();
+                alert('Error starting job: ' + err.error);
+            }
+
+        } catch (e) {
+            console.error(e);
+            alert("Import failed: " + e.message);
+        } finally {
+            setLoading(false);
+            setStatus('');
+        }
+    };
+
+    return (
+        <div className="space-y-6">
+            {!connected ? (
+                <Card className="bg-slate-800 border-slate-700 max-w-xl mx-auto">
+                    <CardHeader>
+                        <CardTitle>Connect WordPress Site</CardTitle>
+                    </CardHeader>
+                    <CardContent className="space-y-4">
+                        <div className="space-y-2">
+                            <Label>Site URL</Label>
+                            <Input
+                                placeholder="https://example.com"
+                                value={url}
+                                onChange={e => setUrl(e.target.value)}
+                                className="bg-slate-900 border-slate-700 text-white"
+                            />
+                        </div>
+                        <Button
+                            onClick={connect}
+                            disabled={loading || !url}
+                            className="w-full bg-blue-600 hover:bg-blue-700"
+                        >
+                            {loading ? 'Connecting...' : 'Scan Site'}
+                        </Button>
+                    </CardContent>
+                </Card>
+            ) : (
+                <div className="space-y-6">
+                    <div className="flex justify-between items-center bg-slate-800 p-4 rounded-lg border border-slate-700">
+                        <div>
+                            <h2 className="text-xl font-bold text-white">Select Content to Import</h2>
+                            <p className="text-slate-400 text-sm">Found {items.length} items from {url}</p>
+                        </div>
+                        <div className="flex gap-3">
+                            <Button variant="outline" onClick={() => setConnected(false)} className="border-slate-600 text-slate-300">
+                                Output
+                            </Button>
+                            <Button className="bg-green-600 hover:bg-green-700 text-white" onClick={handleImport} disabled={selection.size === 0}>
+                                Import {selection.size} Items
+                            </Button>
+                        </div>
+                    </div>
+
+                    <div className="bg-slate-800 rounded-lg border border-slate-700 overflow-hidden">
+                        <table className="w-full text-left text-sm text-slate-400">
+                            <thead className="bg-slate-900/50 text-slate-200 uppercase font-medium">
+                                <tr>
+                                    <th className="px-6 py-3 w-12">
+                                        <input type="checkbox" className="rounded border-slate-600 bg-slate-800" />
+                                    </th>
+                                    <th className="px-6 py-3">Title</th>
+                                    <th className="px-6 py-3">Type</th>
+                                    <th className="px-6 py-3">Slug</th>
+                                </tr>
+                            </thead>
+                            <tbody className="divide-y divide-slate-700">
+                                {items.map(item => (
+                                    <tr key={item.id} className="hover:bg-slate-700/50 transition-colors">
+                                        <td className="px-6 py-4">
+                                            <input
+                                                type="checkbox"
+                                                checked={selection.has(item.id)}
+                                                onChange={() => toggleSelection(item.id)}
+                                                className="rounded border-slate-600 bg-slate-800"
+                                            />
+                                        </td>
+                                        <td className="px-6 py-4 font-medium text-slate-200" dangerouslySetInnerHTML={{ __html: item.title.rendered }} />
+                                        <td className="px-6 py-4">
+                                            <Badge variant="outline">{item.type}</Badge>
+                                        </td>
+                                        <td className="px-6 py-4 font-mono text-xs">{item.slug}</td>
+                                    </tr>
+                                ))}
+                            </tbody>
+                        </table>
+                    </div>
+                </div>
+            )}
+        </div>
+    );
+}

frontend/src/lib/cartesian/CartesianEngine.ts

@@ -26,8 +26,9 @@ export class CartesianEngine {
 
     /**
      * Generate a single article based on specific inputs.
+     * @param overrides Optional overrides for slug, title, etc.
      */
-    async generateArticle(context: GenerationContext) {
+    async generateArticle(context: GenerationContext, overrides?: any) {
         const { avatar, niche, city, site, template } = context;
         const variant = await this.getAvatarVariant(avatar.id, 'neutral'); // Default to neutral or specific
 
@@ -51,19 +52,9 @@ export class CartesianEngine {
                 universal = result[0] || {};
             } catch (e) { console.error(`Block not found: ${blockId}`); }
 
-            // Fetch Personalized Expansion
+            // Fetch Personalized Expansion (Skipped for MVP)
-            let personal: any = {};
-            try {
-                // Need a way to match block_id + avatar_id. 
-                // Our schema imported flat structure? 
-                // Ideally we query the offer_blocks_personalized collection
-                // filtering by block_related_id AND avatar_related_id
-                // For prototype, we might have stored it loosely.
-                // Let's assume we can fetch.
-            } catch (e) { }
 
-            // MERGE (Simplified for now - using universal only + placeholder)
+            // MERGE 
-            // Real merge adds personal pains to universal pains
             const mergedBlock = {
                 id: blockId,
                 title: universal.title,
@@ -84,12 +75,12 @@ export class CartesianEngine {
         const html = HTMLRenderer.renderArticle(blocksData);
 
         // 4. Generate Meta
-        const metaTitle = this.generateMetaTitle(context, variant);
+        const metaTitle = overrides?.title || this.generateMetaTitle(context, variant);
 
         return {
             title: metaTitle,
             html_content: html,
-            slug: this.generateSlug(metaTitle),
+            slug: overrides?.slug || this.generateSlug(metaTitle),
             meta_desc: "Generated description..." // Implementation TBD
         };
     }
@@ -129,17 +120,17 @@ export class CartesianEngine {
         // Handle Spintax Content & Components
         if (block.spintax) {
             let content = SpintaxParser.parse(block.spintax);
-            
+
             // Dynamic Component Replacement
             if (content.includes('{{COMPONENT_AVATAR_GRID}}')) {
-                 content = content.replace('{{COMPONENT_AVATAR_GRID}}', this.generateAvatarGrid());
+                content = content.replace('{{COMPONENT_AVATAR_GRID}}', this.generateAvatarGrid());
             }
             if (content.includes('{{COMPONENT_OPTIN_FORM}}')) {
-                 content = content.replace('{{COMPONENT_OPTIN_FORM}}', this.generateOptinForm());
+                content = content.replace('{{COMPONENT_OPTIN_FORM}}', this.generateOptinForm());
             }
 
             content = GrammarEngine.resolve(content, variant);
-            resolvedBlock.content = content; 
+            resolvedBlock.content = content;
         }
 
         return resolvedBlock;
@@ -150,7 +141,7 @@ export class CartesianEngine {
             "Scaling Founder", "Marketing Director", "Ecom Owner", "SaaS CEO", "Local Biz Owner",
             "Real Estate Agent", "Coach/Consultant", "Agency Owner", "Startup CTO", "Enterprise VP"
         ];
-        
+
         let html = '<div class="grid grid-cols-2 md:grid-cols-5 gap-4 my-8">';
         avatars.forEach(a => {
             html += `

frontend/src/lib/wordpress/WordPressClient.ts

@@ -0,0 +1,75 @@
+
+export interface WPPost {
+    id: number;
+    date: string;
+    slug: string;
+    status: string;
+    type: string;
+    link: string;
+    title: { rendered: string };
+    content: { rendered: string };
+    excerpt: { rendered: string };
+}
+
+export class WordPressClient {
+    private baseUrl: string;
+    private authHeader: string | null = null;
+
+    constructor(domain: string, appPassword?: string) {
+        // Normalize domain
+        this.baseUrl = domain.replace(/\/$/, '');
+        if (!this.baseUrl.startsWith('http')) {
+            this.baseUrl = `https://${this.baseUrl}`;
+        }
+
+        if (appPassword) {
+            // Assumes username is 'admin' or handled in the pass string if formatted 'user:pass'
+            // Usually Application Passwords are just the pwd, requiring a user.
+            // For now, let's assume the user passes "username:app_password" string or implemented later.
+            // We'll stick to public GET for now which doesn't need auth for reading content usually.
+            // If auth is needed:
+            // this.authHeader = `Basic ${btoa(appPassword)}`; 
+        }
+    }
+
+    async testConnection(): Promise<boolean> {
+        try {
+            const res = await fetch(`${this.baseUrl}/wp-json/`);
+            return res.ok;
+        } catch (e) {
+            console.error("WP Connection Failed", e);
+            return false;
+        }
+    }
+
+    async getPages(limit = 100): Promise<WPPost[]> {
+        const url = `${this.baseUrl}/wp-json/wp/v2/pages?per_page=${limit}`;
+        return this.fetchCollection(url);
+    }
+
+    async getPosts(limit = 100): Promise<WPPost[]> {
+        const url = `${this.baseUrl}/wp-json/wp/v2/posts?per_page=${limit}`;
+        return this.fetchCollection(url);
+    }
+
+    async getCategories(): Promise<any[]> {
+        // Fetch all categories
+        return this.fetchCollection(`${this.baseUrl}/wp-json/wp/v2/categories?per_page=100`);
+    }
+
+    async getTags(): Promise<any[]> {
+        // Fetch all tags
+        return this.fetchCollection(`${this.baseUrl}/wp-json/wp/v2/tags?per_page=100`);
+    }
+
+    private async fetchCollection(url: string): Promise<any[]> {
+        try {
+            const res = await fetch(url);
+            if (!res.ok) throw new Error(`WP API Error: ${res.status}`);
+            return await res.json();
+        } catch (e) {
+            console.error("Fetch Error", e);
+            throw e;
+        }
+    }
+}

frontend/src/pages/admin/sites/import.astro

@@ -0,0 +1,18 @@
+---
+import Layout from '@/layouts/AdminLayout.astro';
+import WPImporter from '@/components/admin/wordpress/WPImporter';
+---
+
+<Layout title="Import WordPress Site">
+  <div class="p-6 space-y-6">
+    <div class="flex items-center gap-2 text-slate-400 text-sm">
+        <a href="/admin/sites" class="hover:text-blue-400">Sites</a>
+        <span>/</span>
+        <span class="text-white">Import Wizard</span>
+    </div>
+
+    <h1 class="text-3xl font-bold text-slate-100">Content Import & Refactor</h1>
+
+    <WPImporter client:load />
+  </div>
+</Layout>

frontend/src/pages/admin/sites/index.astro

@@ -10,12 +10,16 @@ import SiteList from '@/components/admin/sites/SiteList';
         <h1 class="text-3xl font-bold text-slate-100">My Sites</h1>
         <p class="text-slate-400">Manage your connected WordPress and Webflow sites.</p>
       </div>
-      <a href="/admin/sites/new" class="bg-blue-600 hover:bg-blue-700 text-white px-4 py-2 rounded-lg font-medium transition-colors flex items-center gap-2">
+      <div class="flex gap-3">
-        <svg class="w-5 h-5" fill="none" stroke="currentColor" viewBox="0 0 24 24">
+        <a href="/admin/sites/import" class="bg-slate-700 hover:bg-slate-600 text-white px-4 py-2 rounded-lg font-medium transition-colors flex items-center gap-2 border border-slate-600">
-            <path stroke-linecap="round" stroke-linejoin="round" stroke-width="2" d="M12 4v16m8-8H4" />
+            <svg class="w-5 h-5" fill="none" stroke="currentColor" viewBox="0 0 24 24"><path stroke-linecap="round" stroke-linejoin="round" stroke-width="2" d="M7 16a4 4 0 01-.88-7.903A5 5 0 1115.9 6L16 6a5 5 0 011 9.9M15 13l-3-3m0 0l-3 3m3-3v12" /></svg>
-        </svg>
+            Import Content
-        Add Site
+        </a>
-      </a>
+        <a href="/admin/sites/new" class="bg-blue-600 hover:bg-blue-700 text-white px-4 py-2 rounded-lg font-medium transition-colors flex items-center gap-2">
+            <svg class="w-5 h-5" fill="none" stroke="currentColor" viewBox="0 0 24 24"><path stroke-linecap="round" stroke-linejoin="round" stroke-width="2" d="M12 4v16m8-8H4" /></svg>
+            Add Site
+        </a>
+      </div>
     </div>
 
     <SiteList client:load />

frontend/src/pages/admin/sites/jumpstart.astro

@@ -0,0 +1,10 @@
+---
+import Layout from '@/layouts/AdminLayout.astro';
+import JumpstartWizard from '@/components/admin/jumpstart/JumpstartWizard';
+---
+
+<Layout title="Guided Jumpstart Test">
+    <div class="p-8">
+        <JumpstartWizard client:load />
+    </div>
+</Layout>

frontend/src/pages/api/generate-content.ts

@@ -76,7 +76,63 @@ export const POST: APIRoute = async ({ request }) => {
             generatedCount++;
         }
 
-        // 4. Generate Standard Batch
+        // 4. REFACTOR MODE (WordPress Import)
+        if (mode === 'refactor') {
+            console.log("♻️ Executing Refactor Mode...");
+            const queue = filters.items || [];
+            
+            // Loop through queue items starting from current offset
+            while (generatedCount + offset < queue.length) {
+                const item = queue[generatedCount + offset];
+                
+                // Context for Refactor
+                // We use a generic 'Business' avatar for now or try to infer from content?
+                // Let's stick to a safe default: "Scaling Founder"
+                const avatarItem = await client.request(readItem('avatars' as any, 'scaling_founder')); 
+                const city = { city: 'Online', state: 'World' }; // Generic
+
+                const context = {
+                    avatar: avatarItem,
+                    niche: 'Business',
+                    city: city,
+                    site: site,
+                    // Use a generic article structure
+                    template: { structure_json: ['block_03_fix_first_scale_second', 'block_04_market_domination'] }
+                };
+
+                // Generate with Overrides
+                const article = await engine.generateArticle(context, {
+                    slug: item.slug, // PRESERVE SLUG
+                    title: `Refactored: ${item.title}` // Indicate change
+                });
+
+                // Save
+                await client.request(createItem('generated_articles' as any, {
+                    site_id: siteId,
+                    title: article.title,
+                    slug: article.slug,
+                    html_content: article.html_content,
+                    meta_desc: article.meta_desc,
+                    is_published: true, 
+                    job_id: jobId
+                }));
+                generatedCount++;
+            }
+             
+            // Complete safely
+             await client.request(updateItem('generation_jobs' as any, jobId, {
+                current_offset: offset + generatedCount,
+                status: 'Complete'
+            }));
+
+            return new Response(JSON.stringify({
+                generated: generatedCount,
+                completed: true
+            }), { status: 200 });
+        }
+
+
+        // 5. Generate Standard Batch
         // We will loop until batchSize is met or limit reached.
 
         // Load Resources needed for randomization
@@ -133,7 +189,7 @@ export const POST: APIRoute = async ({ request }) => {
             generatedCount++;
         }
 
-        // 5. Update Job
+        // 6. Update Job standard
         await client.request(updateItem('generation_jobs' as any, jobId, {
             current_offset: offset + generatedCount,
             status: (offset + generatedCount >= limit) ? 'Complete' : 'Processing'