EdgeKnowledge_Skill

왜 쓰나요

핵심 기능

Three-tier browser routing: local Playwright, Vercel agent-browser, Google Gemini MCP
Anti-detection systems: random delays, login limits, CAPTCHA bypass
V2 Hunter Mode: value signal detection, auto-reply templates, resource downloading
Three-layer content analysis: edge knowledge, power users, resources
Structured Markdown report generation with actionable insights

라이브 데모

실제 사용 모습

edgeknowledge-skill.replay ▶ 준비됨

0/0

설치

작성자 저장소 · Claude Skills 공식 문서

사용 사례

실전 활용법: EdgeKnowledge_Skill

How to research a niche topic across multiple forums

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

언제 쓸까: You need to understand what a community is saying about a specific topic.

사전 조건

EdgeKnowledge skill installed — chmod +x install.sh && ./install.sh
Claude Code CLI and Python 3.8+ — Install both before running the installer

흐름

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.✓ 복사됨

→ Skill identifies relevant subreddits and begins crawling
Review the report

Generate a structured report from the crawled data. Highlight the top strategies and most-mentioned tools.✓ 복사됨

→ Markdown report with categorized findings and source links

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

함정

Crawling too aggressively triggers rate limits — The built-in anti-detection handles this, but avoid targeting too many communities at once

함께 쓰기: filesystem

조합

다른 MCP와 조합해 10배 효율

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.✓ 복사됨

도구

이 MCP가 노출하는 것

도구	입력	언제 호출	비용
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

비용 및 제한

운영 비용

API 쿼터: Depends on routing tier — local Playwright is free, Gemini API has its own quotas
호출당 토큰: 1000–5000 tokens per research session
금액: Free for local browsing; Gemini API tier may have costs
팁: Use the local Playwright tier for most tasks — only fall back to Gemini for CAPTCHA-heavy sites.

보안

권한, 시크릿, 파급범위

자격 증명 저장: Forum credentials stored locally for session reuse — keep in env vars, not in skill config

데이터 외부 송신: Connects to target forums via browser. Gemini tier routes through Google API.

Ensure your crawling complies with each forum's Terms of Service.
Anti-detection features are designed for respectful automated access, not for circumventing explicit blocks.
Downloaded resources may be subject to copyright — verify usage rights.

문제 해결

자주 발생하는 오류와 해결

Browser fails to launch

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

확인: 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.

확인: Try accessing the forum URL in a regular browser

대안