Category: Research · Version:
0.0.1 · Author: opendirectory · Compatibility: All targets (claude, codex, opencode, gemini, anti-gravity, openclaw, hermes)Install
- npx CLI (Recommended)
- skills.sh
- Claude Code Native
- Claude Desktop
- Manus AI
Core Capabilities
When invoked, the skill commands the AI agent to conduct an exhaustive teardown of the target website through a rigid protocol:- Autonomous Navigation: Crawl the homepage, about, pricing, and blog pages.
- Visual Psychology: Take full page screenshots and analyze visual friction, layout flow, and cognitive load using the LIFT model.
- Copywriting Critique: Rewrite generic text using the PAS (Problem, Agitation, Solution) framework.
- Deep Content Audits: Read actual blog posts to identify fluff, grade technical depth, and offer new content strategies.
- Technical Readiness: Verify the presence of llms.txt, sitemap.xml, and semantic JSON-LD Schema (FAQPage, SoftwareApplication, etc) for generative search optimization.
Requirements
The host AI agent must have access to:- A multimodal LLM capable of analyzing screenshots natively.
- Chrome DevTools MCP Server (https://github.com/ChromeDevTools/chrome-devtools-mcp).
- Chrome CDP Skill (https://github.com/pasky/chrome-cdp-skill).
- Terminal access to run fallback Python scripts if browser automation fails.
- Install and configure the Chrome DevTools MCP server in the agent MCP settings.
- Add the Chrome CDP skill to the agent skills directory.
- Ensure Chrome is running with remote debugging enabled (e.g.,
chrome --remote-debugging-port=9222).
Setup
For Developers (Manual Setup)
- Clone or download the
position-merepository. - Copy the
position-me/directory into the agent designated skills directory. - Alternatively, extract the raw
SKILL.mdandreferences/folder into the agent custom prompt configuration.
For AI Agents (Automated Setup)
- Clone or download the
position-merepository into the active project workspace. - Read directly from the
position-me/source folder. - Add the
SKILL.mdfile to the active context window or skill registry. - Verify access to the
references/EVALUATION_SOP.mdandreferences/REPORT_TEMPLATE.mdfiles.
Execution Protocol for Agents
Once loaded, the AI agent must strictly follow this execution loop:- Data Gathering: Prompt the user for the target URL.
- Connect to Browser: Use the Chrome DevTools MCP combined with the Chrome CDP skill.
- Multi-Page Crawl: Navigate to the homepage, pricing page, about page, and at least one blog post.
- Capture Vision Context: Take screenshots of every visited page and load them into memory.
- Extract DOM Context: Pull the accessibility tree, search for
llms.txt, and verify JSON-LD schemas. - Analyze: Apply the frameworks specified in
references/EVALUATION_SOP.md. - Report: Generate a scored, highly structured teardown using exactly the format in
references/REPORT_TEMPLATE.md.

