Edge Knowledge

What it does

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'.

When to use it

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.

What's included

• Scripts: none bundled (has_scripts=false) but the skill documents browser-use automation patterns and a value-signal extraction workflow.
• References: none bundled (has_references=false) though the SKILL.md contains explicit tool recommendations (browser-use, agent-browser, gallery-dl, ai-captcha-bypass).
• Instructions: detailed process for intent extraction, forum recommendation, anti-detection settings, multi-tier routing (browser-use -> agent-browser -> Gemini MCP), and structured report templates.

Compatible agents

Inferable tools: browser automation agents (Playwright/agent-browser), LLM-assisted captcha solvers (ai-captcha-bypass / Gemini), and downloader tools (gallery-dl, yt-dlp).