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EdgeKnowledge_Skill

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AI-powered knowledge mining from online forums — deep crawls with browser automation, visual analysis, and structured reports.

EdgeKnowledge_Skill is a Claude Code skill that intelligently crawls online forums and communities using browser automation with anti-detection measures. It features three-tier routing (local Playwright, agent-browser, Gemini API), V2 Hunter Mode with value signal detection and resource downloading, and generates structured Markdown reports analyzing trends, power users, and resources.

▶ Demo ansehen 📦 Installieren 💡 Anwendungsfälle

Warum nutzen

Hauptfunktionen

Live-Demo

In der Praxis

edgeknowledge-skill.replay ▶ bereit
0/0

Installation

Repository des Autors · Offizielle Dokumentation zu Claude Skills

Anwendungsfälle

Praxisnahe Nutzung: EdgeKnowledge_Skill

How to research a niche topic across multiple forums

👤 Researchers and analysts gathering competitive intelligence ⏱ ~30 min intermediate

Wann einsetzen: You need to understand what a community is saying about a specific topic.

Voraussetzungen
  • EdgeKnowledge skill installed — chmod +x install.sh && ./install.sh
  • Claude Code CLI and Python 3.8+ — Install both before running the installer
Ablauf
  1. Define your research target
    Research what the indie hacker community on Reddit is saying about AI-powered SaaS tools. Focus on pricing strategies and customer acquisition.✓ Kopiert
    → Skill identifies relevant subreddits and begins crawling
  2. Review the report
    Generate a structured report from the crawled data. Highlight the top strategies and most-mentioned tools.✓ Kopiert
    → Markdown report with categorized findings and source links

Ergebnis: A structured research report with actionable insights from community discussions.

Fallstricke
  • Crawling too aggressively triggers rate limits — The built-in anti-detection handles this, but avoid targeting too many communities at once
Kombinieren mit: filesystem

Kombinationen

Mit anderen MCPs für 10-fache Wirkung

edgeknowledge-skill + filesystem

Save research reports and downloaded resources to organized folders

Research the latest trends in the SEO community and save the report to ~/research/seo-trends.md.✓ Kopiert

Werkzeuge

Was dieses MCP bereitstellt

WerkzeugEingabenWann aufrufenKosten
Forum crawler target forums, search terms Crawl forums for content matching your research criteria 0 (local) or API costs for Gemini tier
Report generator crawled data Generate a structured analysis report from crawled data 0

Kosten & Limits

Was der Betrieb kostet

API-Kontingent
Depends on routing tier — local Playwright is free, Gemini API has its own quotas
Tokens pro Aufruf
1000–5000 tokens per research session
Kosten in €
Free for local browsing; Gemini API tier may have costs
Tipp
Use the local Playwright tier for most tasks — only fall back to Gemini for CAPTCHA-heavy sites.

Sicherheit

Rechte, Secrets, Reichweite

Credential-Speicherung: Forum credentials stored locally for session reuse — keep in env vars, not in skill config
Datenabfluss: Connects to target forums via browser. Gemini tier routes through Google API.

Fehlerbehebung

Häufige Fehler und Lösungen

Browser fails to launch

Ensure Playwright browsers are installed: npx playwright install chromium. Check that Python 3.8+ is available.

Prüfen: python3 --version && npx playwright --version
CAPTCHA blocking access

The skill includes CAPTCHA bypass, but some sites may still block. Try again later or use a different routing tier.

Empty results from crawl

The target forum may require login. Provide credentials or log in manually first.

Prüfen: Try accessing the forum URL in a regular browser

Alternativen

EdgeKnowledge_Skill vs. andere

AlternativeWann stattdessenKompromiss
fetch MCPYou just need to read a specific forum page without deep crawlingNo anti-detection, no deep crawling, but simpler and faster

Mehr

Ressourcen

📖 Offizielle README auf GitHub lesen

🐙 Offene Issues ansehen

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