Skill: 0xcjl/web-reader-pro (version 1.0.0)

--- name: web-reader-pro description: "Advanced web content extraction skill for OpenClaw using multi-tier fallback strategy (Jina → Scrapling → WebFetch) with intelligent routing, caching, quality scoring, and domain learning. Use when: reading article content, extracting web page text, scraping dynamic JS-heavy pages, or fetching WeChat official account articles." metadata: author: 0xcjl version: "1.0.0" --- # Web Reader Pro - OpenClaw Skill ## Overview Web Reader Pro is an advanced web content extraction skill for OpenClaw that uses a multi-tier fallback strategy with intelligent routing, caching, and quality assessment. ## Features ### 1. Three-Tier Fallback Strategy - **Tier 1: Jina Reader API** - Fast, reliable, best for most websites - **Tier 2: Scrapling + Playwright** - Dynamic content rendering for JS-heavy sites - **Tier 3: WebFetch Fallback** - Basic extraction for simple pages ### 2. Jina Quota Monitoring - Tracks API call count with persistent counter - Warning alerts when approaching quota limits - Automatic fallback to lower-tier methods when quota exhausted ### 3. Smart Cache Layer - Short-term caching (configurable TTL, default 1 hour) - Cache key based on URL hash - Reduces redundant API calls ### 4. Extraction Quality Scoring - Scores based on: word count, title detection, content density - Minimum quality threshold (default: 200 words + valid title) - Auto-escalation to next tier if quality below threshold ### 5. Domain-Level Routing Learning - Learns optimal extraction tier per domain - Persists learned routes in local JSON database - Adapts based on historical success rates ### 6. Retry with Exponential Backoff - Configurable max retries per tier (default: 3) - Exponential backoff: 1s, 2s, 4s, 8s... - Respects rate limits and transient failures ## Installation ```bash # Install dependencies pip install -r requirements.txt # Install Scrapling (requires Node.js) ./scripts/install_scrapling.sh # Or install Scrapling manually npm install -g @scrapinghub/scrapling ``` ## Usage ### Basic Usage ```python from scripts.web_reader_pro import WebReaderPro reader = WebReaderPro() result = reader.fetch("https://example.com") print(result['title']) print(result['content']) ``` ### Advanced Configuration ```python reader = WebReaderPro( jina_api_key="your-jina-key", # Optional: set via env JINA_API_KEY cache_ttl=3600, # Cache TTL in seconds (default: 3600) quality_threshold=200, # Min word count for quality (default: 200) max_retries=3, # Max retries per tier (default: 3) enable_learning=True, # Enable domain learning (default: True) scrapling_path="/usr/local/bin/scrapling" # Path to scrapling binary ) ``` ## Result Format ```python { "title": "Page Title", "content": "Extracted content in markdown...", "url": "https://example.com", "tier_used": "jina|scrapling|webfetch", "quality_score": 85, "cached": False, "domain_learned_tier": "jina", "extracted_at": "2024-01-01T00:00:00Z" } ``` ## Environment Variables | Variable | Description | Default | |----------|-------------|---------| | `JINA_API_KEY` | Jina Reader API key | Required for Tier 1 | | `WEB_READER_CACHE_DIR` | Cache directory path | `~/.openclaw/cache/web-reader-pro/` | | `WEB_READER_LEARNING_DB` | Learning database path | `~/.openclaw/data/web-reader-pro/routes.json` | | `WEB_READER_JINA_QUOTA` | Jina quota limit | `100000` | ## API Reference ### WebReaderPro.fetch(url, force_refresh=False) Fetch and extract content from a URL. **Parameters:** - `url` (str): Target URL - `force_refresh` (bool): Bypass cache if True **Returns:** Dict with title, content, metadata ### WebReaderPro.fetch_with_tier(url, preferred_tier) Fetch using a specific tier (bypassing automatic selection). **Parameters:** - `url` (str): Target URL - `preferred_tier` (str): "jina", "scrapling", or "webfetch" ### WebReaderPro.get_jina_status() Get current Jina API quota usage. **Returns:** Dict with count, limit, percentage, warnings ### WebReaderPro.clear_cache(url=None) Clear cache for specific URL or all URLs. **Parameters:** - `url` (str, optional): Specific URL to clear, or None for all ### WebReaderPro.get_domain_routes() Get learned domain-to-tier mappings. **Returns:** Dict of domain -> preferred tier ## Tier Comparison | Tier | Speed | JS Rendering | Best For | Cost | |------|-------|--------------|----------|------| | Jina | Fast | No | Static pages, articles | API calls | | Scrapling | Medium | Yes | SPAs, dynamic content | CPU | | WebFetch | Fastest | No | Simple pages, fallbacks | Free | ## License MIT


Security scan verdicts — ClawScan: clean | static analysis: clean | VirusTotal: clean | SkillSpector: suspicious (CRITICAL)