🤖 OpenClaw AI Content Pipeline (Analyze + Publish)#

Purpose#

This is a production-ready OpenClaw Skill that merges a Web Crawler, an AI Rewriter (Google Gemini), and a Facebook Auto-Publisher into one seamless pipeline. It reads URLs (news articles or Facebook posts), rewrites them into engaging social media captions, and posts them directly to your Fanpage.

Core Capabilities#

• Analyze Mode: Extracts data from URLs via Python requests/ BeautifulSoup (for static news) or Apify (for JS-heavy content like Facebook). Generates localized rewritten text via Gemini 2.5 Flash.
• Publish Mode: Pushes the generated content directly to a Facebook Page via Graph API v21.0.
• Batch Processing: Can ingest URLs line-by-line from a text file, process them in bulk, and save JSON reports.

Architecture Map#

• run.bat / main.py ← Central Orchestrators (CLI Entry points)
• agents/crawler_agent.py ← Hybrid Crawler (Native + Apify API)
• agents/writer_agent.py ← AI Content Generator (Gemini Integration)
• agents/fb_publisher_agent.py ← Graph API Poster (Messages & Images)
• config.py ← Environment Loader & System Validation

Setup & Environment#

Ensure you create a .env file at the root with the following variables:

env

# AI Models
GEMINI_API_KEY=...
OPENAI_API_KEY=...    # Optional: For DALL-E 3 image generation

# Scraping
APIFY_API_TOKEN=...

# Facebook Graph API
FB_APP_ID=...
FB_APP_SECRET=...
FB_PAGE_ID=...
FB_PAGE_ACCESS_TOKEN=...

Usage commands#

From your terminal, run the following commands (Windows run.bat wrappers):

1. Analyze (Test scrape and text rewrite)#

cmd

# Analyze a single URL
run.bat analyze "https://vnexpress.net/..."

# Analyze and save as JSON
run.bat analyze "https://dantri.com.vn/..." --save

# Batch analyze from a text file
run.bat analyze-file urls.txt

2. Publish (Post directly to Facebook)#

cmd

# Test Graph API Token connection
run.bat test
run.bat test-post

# Full pipeline (Crawl -> Rewrite -> Post to Fanpage)
run.bat run "https://dantri.com.vn/..."

# Pipeline dry-run (No actual post)
run.bat dry "https://dantri.com.vn/..."