# dark-social-attributor > Use when the user asks to "figure out where our direct traffic really comes from", "measure dark social", "add a how-di… Use when the user asks to "figure out where our direct traffic really comes from", "measure dark social", "add a how-did-you-hear-about-us field", or "show social drives signups without click data"; produces a share-link/UTM hygiene spec for owned share surfaces, a self-reported attribution field design that replaces an existing form field (free-text first, coded later), a GA4 direct-traffic decomposition read (deep-URL directs, mobile-app skew, private-push correlation) with every derived number hard-labeled Estimated/proxy, and a branded-search-lift proxy from GSC plus Wikipedia pageviews — the declared dark-social method behind ECHO O2. Not for paid-channel attribution reconciliation (platform-claimed vs analytics conversions) — use attribution-reconciler. 暗社交归因/直接流量分解/自报来源字段/分享链路UTM - Type: Skill - Made by: aaron-he-zhu - Formats: Skills - Version: 20.1.0 - Source: https://github.com/aaron-he-zhu/aaron-marketing-skills/tree/HEAD/social/observe/dark-social-attributor - Page: https://pluginboard.ai/skills/dark-social-attributor ## Works with - ChatGPT - Claude - Gemini - GitHub Copilot - Cursor - Claude Code - Codex - Antigravity - Gemini CLI - Replit - OpenClaw - OpenCode - Hermes Agent ## Install ### ChatGPT In ChatGPT: Download the dark-social-attributor folder and zip it, then Plugins → Skills → Create → Upload from your computer. Business and Enterprise plans. View the folder on GitHub: https://github.com/aaron-he-zhu/aaron-marketing-skills/tree/HEAD/social/observe/dark-social-attributor ### Claude In Claude (web or desktop): Download the dark-social-attributor folder and zip the folder itself, then upload it in Customize → Skills. View the folder on GitHub: https://github.com/aaron-he-zhu/aaron-marketing-skills/tree/HEAD/social/observe/dark-social-attributor ### Gemini In Gemini: Download the dark-social-attributor folder, then at gemini.google.com click Customize → Skills → Create → Upload and pick the folder (or a .zip of it). View the folder on GitHub: https://github.com/aaron-he-zhu/aaron-marketing-skills/tree/HEAD/social/observe/dark-social-attributor ### GitHub Copilot Run in your terminal: ```shell npx -y degit aaron-he-zhu/aaron-marketing-skills/social/observe/dark-social-attributor ~/.copilot/skills/dark-social-attributor ``` View the folder on GitHub: https://github.com/aaron-he-zhu/aaron-marketing-skills/tree/HEAD/social/observe/dark-social-attributor ### Cursor Run in your terminal: ```shell npx -y degit aaron-he-zhu/aaron-marketing-skills/social/observe/dark-social-attributor ~/.cursor/skills/dark-social-attributor ``` View the folder on GitHub: https://github.com/aaron-he-zhu/aaron-marketing-skills/tree/HEAD/social/observe/dark-social-attributor ### Claude Code Run in your terminal: ```shell npx -y degit aaron-he-zhu/aaron-marketing-skills/social/observe/dark-social-attributor ~/.claude/skills/dark-social-attributor ``` View the folder on GitHub: https://github.com/aaron-he-zhu/aaron-marketing-skills/tree/HEAD/social/observe/dark-social-attributor Or all of Aaron Marketing Skills, in Claude Code: ```text /plugin marketplace add aaron-he-zhu/aaron-marketing-skills /plugin install aaron-marketing@aaron ``` ### Codex Run in your terminal: ```shell npx -y degit aaron-he-zhu/aaron-marketing-skills/social/observe/dark-social-attributor ~/.agents/skills/dark-social-attributor ``` View the folder on GitHub: https://github.com/aaron-he-zhu/aaron-marketing-skills/tree/HEAD/social/observe/dark-social-attributor ### Antigravity In Antigravity: Copy the dark-social-attributor folder into ~/.gemini/config/skills (Antigravity app and IDE) or ~/.gemini/antigravity-cli/skills (Antigravity CLI). View the folder on GitHub: https://github.com/aaron-he-zhu/aaron-marketing-skills/tree/HEAD/social/observe/dark-social-attributor ### Gemini CLI Run in your terminal: ```shell npx -y degit aaron-he-zhu/aaron-marketing-skills/social/observe/dark-social-attributor ~/.gemini/skills/dark-social-attributor ``` View the folder on GitHub: https://github.com/aaron-he-zhu/aaron-marketing-skills/tree/HEAD/social/observe/dark-social-attributor ### Replit Run in your terminal: ```shell npx -y degit aaron-he-zhu/aaron-marketing-skills/social/observe/dark-social-attributor .agents/skills/dark-social-attributor ``` View the folder on GitHub: https://github.com/aaron-he-zhu/aaron-marketing-skills/tree/HEAD/social/observe/dark-social-attributor ### OpenClaw Run in your terminal: ```shell npx -y degit aaron-he-zhu/aaron-marketing-skills/social/observe/dark-social-attributor ~/.openclaw/skills/dark-social-attributor ``` View the folder on GitHub: https://github.com/aaron-he-zhu/aaron-marketing-skills/tree/HEAD/social/observe/dark-social-attributor ### OpenCode Run in your terminal: ```shell npx -y degit aaron-he-zhu/aaron-marketing-skills/social/observe/dark-social-attributor ~/.config/opencode/skills/dark-social-attributor ``` View the folder on GitHub: https://github.com/aaron-he-zhu/aaron-marketing-skills/tree/HEAD/social/observe/dark-social-attributor ### Hermes Agent Run in your terminal: ```shell npx -y degit aaron-he-zhu/aaron-marketing-skills/social/observe/dark-social-attributor ~/.hermes/skills/dark-social-attributor ``` View the folder on GitHub: https://github.com/aaron-he-zhu/aaron-marketing-skills/tree/HEAD/social/observe/dark-social-attributor --- From Pluginboard (https://pluginboard.ai).