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from edgeknowledge_skill23
AI-driven forum crawler that deep-fetches high-value edge knowledge from forums (Reddit, BlackHatWorld, GreyHatMafia) using browser automation, visual analysis,
Edge Knowledge is a skill for autonomously discovering and extracting edge or scarce operational knowledge from forum communities. It uses layered browser automation, screenshot/visual analysis, and content extraction to collect posts, high-value comments, and resource links, then synthesises structured Markdown reports with identified tactics, notable contributors, and resources. Typical outputs include JSON of posts and a single Markdown report organized into 'edge knowledge', 'notable contributors', and 'resources'.
Use this skill when you need deep, targeted intelligence from community forums, especially for tactic discovery, tooling, or gray-area techniques that are not well-covered by mainstream sources. It's appropriate for research scenarios requiring login-enabled access, reply-unlock handling, or multi-step visual extraction of content behind dynamic pages. Avoid using it for generic web search.
Inferable tools: browser automation agents (Playwright/agent-browser), LLM-assisted captcha solvers (ai-captcha-bypass / Gemini), and downloader tools (gallery-dl, yt-dlp).
Edge Knowledge is a massive (27K chars) Chinese-language skill for forum intelligence gathering from grey-hat/SEO communities like BlackHatWorld and BestBlackHatForum. It instructs agents to store forum credentials in plaintext, auto-bypass CAPTCHAs, spoof user agents, and automate deceptive replies to unlock hidden content. The three bundled PowerShell scripts are benign CLI wrappers but can't run on Linux. The SKILL.md is a monolithic document mixing instructions, config schemas, workflow diagrams, and tool integrations without clean separation.
PowerShell runtime (scripts are .ps1)Security score of 47 reflects significant concerns (plaintext credential storage, CAPTCHA bypass instructions, anti-detection spoofing, deceptive auto-reply) but the skill is not outright malicious — it's a grey-hat intelligence tool. The architecture is poor: monolithic SKILL.md with no modular separation, no references/ directory, and platform-incompatible scripts. Usefulness is limited by niche audience, complex prerequisites, and the fact most target forums will block automated access.
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