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        <title>Specialization on Producthunt daily</title>
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        <title>agency-agents</title>
        <link>https://producthunt.programnotes.cn/en/p/agency-agents/</link>
        <pubDate>Tue, 30 Jun 2026 18:43:16 +0800</pubDate>
        
        <guid>https://producthunt.programnotes.cn/en/p/agency-agents/</guid>
        <description>&lt;img src="https://images.unsplash.com/photo-1656696886793-13659032707d?ixid=M3w0NjAwMjJ8MHwxfHJhbmRvbXx8fHx8fHx8fDE3ODI4MTYxMTl8&amp;ixlib=rb-4.1.0" alt="Featured image of post agency-agents" /&gt;&lt;h1 id=&#34;msitarzewskiagency-agents&#34;&gt;&lt;a class=&#34;link&#34; href=&#34;https://github.com/msitarzewski/agency-agents&#34;  target=&#34;_blank&#34; rel=&#34;noopener&#34;
    &gt;msitarzewski/agency-agents&lt;/a&gt;
&lt;/h1&gt;&lt;h1 id=&#34;-the-agency-ai-specialists-ready-to-transform-your-workflow&#34;&gt;🎭 The Agency: AI Specialists Ready to Transform Your Workflow
&lt;/h1&gt;&lt;blockquote&gt;
&lt;p&gt;&lt;strong&gt;A complete AI agency at your fingertips&lt;/strong&gt; - From frontend wizards to Reddit community ninjas, from whimsy injectors to reality checkers. Each agent is a specialized expert with personality, processes, and proven deliverables.&lt;/p&gt;
&lt;/blockquote&gt;
&lt;p&gt;&lt;a class=&#34;link&#34; href=&#34;https://github.com/msitarzewski/agency-agents&#34;  target=&#34;_blank&#34; rel=&#34;noopener&#34;
    &gt;&lt;img src=&#34;https://img.shields.io/github/stars/msitarzewski/agency-agents?style=social&#34;
	
	
	
	loading=&#34;lazy&#34;
	
		alt=&#34;GitHub stars&#34;
	
	
&gt;&lt;/a&gt;
&lt;a class=&#34;link&#34; href=&#34;https://opensource.org/licenses/MIT&#34;  target=&#34;_blank&#34; rel=&#34;noopener&#34;
    &gt;&lt;img src=&#34;https://img.shields.io/badge/License-MIT-yellow.svg&#34;
	
	
	
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		alt=&#34;License: MIT&#34;
	
	
&gt;&lt;/a&gt;
&lt;a class=&#34;link&#34; href=&#34;https://makeapullrequest.com&#34;  target=&#34;_blank&#34; rel=&#34;noopener&#34;
    &gt;&lt;img src=&#34;https://img.shields.io/badge/PRs-welcome-brightgreen.svg&#34;
	
	
	
	loading=&#34;lazy&#34;
	
		alt=&#34;PRs Welcome&#34;
	
	
&gt;&lt;/a&gt;
&lt;a class=&#34;link&#34; href=&#34;https://github.com/sponsors/msitarzewski&#34;  target=&#34;_blank&#34; rel=&#34;noopener&#34;
    &gt;&lt;img src=&#34;https://img.shields.io/badge/Sponsor-%E2%9D%A4-pink?logo=github&#34;
	
	
	
	loading=&#34;lazy&#34;
	
		alt=&#34;Sponsor&#34;
	
	
&gt;&lt;/a&gt;
&lt;a class=&#34;link&#34; href=&#34;https://github.com/msitarzewski/agency-agents-app/releases/latest&#34;  target=&#34;_blank&#34; rel=&#34;noopener&#34;
    &gt;&lt;img src=&#34;https://img.shields.io/github/v/release/msitarzewski/agency-agents-app?label=Download%20app&amp;amp;color=2563eb&#34;
	
	
	
	loading=&#34;lazy&#34;
	
		alt=&#34;Download the app&#34;
	
	
&gt;&lt;/a&gt;&lt;/p&gt;
&lt;blockquote&gt;
&lt;h3 id=&#34;-theres-an-app-now&#34;&gt;🆕 There&amp;rsquo;s an app now
&lt;/h3&gt;&lt;p&gt;&lt;strong&gt;&lt;a class=&#34;link&#34; href=&#34;https://agencyagents.app&#34;  target=&#34;_blank&#34; rel=&#34;noopener&#34;
    &gt;Agency Agents&lt;/a&gt;&lt;/strong&gt; is a native app for &lt;strong&gt;macOS, Linux &amp;amp; Windows&lt;/strong&gt; that browses the entire roster and installs it into Claude Code, Cursor, Codex, Gemini, Osaurus, and more — with a click. No clone, no scripts, and it auto-updates.&lt;/p&gt;
&lt;p&gt;&lt;strong&gt;→ &lt;a class=&#34;link&#34; href=&#34;https://github.com/msitarzewski/agency-agents-app/releases/latest&#34;  target=&#34;_blank&#34; rel=&#34;noopener&#34;
    &gt;Download the latest release&lt;/a&gt; · &lt;a class=&#34;link&#34; href=&#34;https://agencyagents.app&#34;  target=&#34;_blank&#34; rel=&#34;noopener&#34;
    &gt;agencyagents.app&lt;/a&gt;&lt;/strong&gt;&lt;/p&gt;
&lt;/blockquote&gt;
&lt;hr&gt;
&lt;h2 id=&#34;-what-is-this&#34;&gt;🚀 What Is This?
&lt;/h2&gt;&lt;p&gt;Born from a Reddit thread and months of iteration, &lt;strong&gt;The Agency&lt;/strong&gt; is a growing collection of meticulously crafted AI agent personalities. Each agent is:&lt;/p&gt;
&lt;ul&gt;
&lt;li&gt;&lt;strong&gt;🎯 Specialized&lt;/strong&gt;: Deep expertise in their domain (not generic prompt templates)&lt;/li&gt;
&lt;li&gt;&lt;strong&gt;🧠 Personality-Driven&lt;/strong&gt;: Unique voice, communication style, and approach&lt;/li&gt;
&lt;li&gt;&lt;strong&gt;📋 Deliverable-Focused&lt;/strong&gt;: Real code, processes, and measurable outcomes&lt;/li&gt;
&lt;li&gt;&lt;strong&gt;✅ Production-Ready&lt;/strong&gt;: Battle-tested workflows and success metrics&lt;/li&gt;
&lt;/ul&gt;
&lt;p&gt;&lt;strong&gt;Think of it as&lt;/strong&gt;: Assembling your dream team, except they&amp;rsquo;re AI specialists who never sleep, never complain, and always deliver.&lt;/p&gt;
&lt;hr&gt;
&lt;h2 id=&#34;-quick-start&#34;&gt;⚡ Quick Start
&lt;/h2&gt;&lt;h3 id=&#34;option-1-install-the-app-recommended&#34;&gt;Option 1: Install the app (Recommended)
&lt;/h3&gt;&lt;p&gt;The fastest way in — no clone, no terminal. &lt;a class=&#34;link&#34; href=&#34;https://agencyagents.app&#34;  target=&#34;_blank&#34; rel=&#34;noopener&#34;
    &gt;&lt;strong&gt;Agency Agents&lt;/strong&gt;&lt;/a&gt; is a native desktop app (macOS · Linux · Windows) that browses the whole roster and installs agents into Claude Code, Cursor, Codex, Gemini CLI, OpenCode, Qwen, and Osaurus for you, then keeps them up to date.&lt;/p&gt;
&lt;p&gt;&lt;strong&gt;&lt;a class=&#34;link&#34; href=&#34;https://github.com/msitarzewski/agency-agents-app/releases/latest&#34;  target=&#34;_blank&#34; rel=&#34;noopener&#34;
    &gt;⬇ Download the latest release&lt;/a&gt;&lt;/strong&gt; — or on a Mac:&lt;/p&gt;
&lt;div class=&#34;highlight&#34;&gt;&lt;div class=&#34;chroma&#34;&gt;
&lt;table class=&#34;lntable&#34;&gt;&lt;tr&gt;&lt;td class=&#34;lntd&#34;&gt;
&lt;pre tabindex=&#34;0&#34; class=&#34;chroma&#34;&gt;&lt;code&gt;&lt;span class=&#34;lnt&#34;&gt;1
&lt;/span&gt;&lt;/code&gt;&lt;/pre&gt;&lt;/td&gt;
&lt;td class=&#34;lntd&#34;&gt;
&lt;pre tabindex=&#34;0&#34; class=&#34;chroma&#34;&gt;&lt;code class=&#34;language-bash&#34; data-lang=&#34;bash&#34;&gt;&lt;span class=&#34;line&#34;&gt;&lt;span class=&#34;cl&#34;&gt;brew install --cask msitarzewski/agency-agents/agency-agents
&lt;/span&gt;&lt;/span&gt;&lt;/code&gt;&lt;/pre&gt;&lt;/td&gt;&lt;/tr&gt;&lt;/table&gt;
&lt;/div&gt;
&lt;/div&gt;&lt;p&gt;Prefer the command line? The script-based options below install the same agents.&lt;/p&gt;
&lt;h3 id=&#34;option-2-use-with-claude-code&#34;&gt;Option 2: Use with Claude Code
&lt;/h3&gt;&lt;div class=&#34;highlight&#34;&gt;&lt;div class=&#34;chroma&#34;&gt;
&lt;table class=&#34;lntable&#34;&gt;&lt;tr&gt;&lt;td class=&#34;lntd&#34;&gt;
&lt;pre tabindex=&#34;0&#34; class=&#34;chroma&#34;&gt;&lt;code&gt;&lt;span class=&#34;lnt&#34;&gt;1
&lt;/span&gt;&lt;span class=&#34;lnt&#34;&gt;2
&lt;/span&gt;&lt;span class=&#34;lnt&#34;&gt;3
&lt;/span&gt;&lt;span class=&#34;lnt&#34;&gt;4
&lt;/span&gt;&lt;span class=&#34;lnt&#34;&gt;5
&lt;/span&gt;&lt;span class=&#34;lnt&#34;&gt;6
&lt;/span&gt;&lt;span class=&#34;lnt&#34;&gt;7
&lt;/span&gt;&lt;span class=&#34;lnt&#34;&gt;8
&lt;/span&gt;&lt;/code&gt;&lt;/pre&gt;&lt;/td&gt;
&lt;td class=&#34;lntd&#34;&gt;
&lt;pre tabindex=&#34;0&#34; class=&#34;chroma&#34;&gt;&lt;code class=&#34;language-bash&#34; data-lang=&#34;bash&#34;&gt;&lt;span class=&#34;line&#34;&gt;&lt;span class=&#34;cl&#34;&gt;&lt;span class=&#34;c1&#34;&gt;# Install all agents to your Claude Code directory&lt;/span&gt;
&lt;/span&gt;&lt;/span&gt;&lt;span class=&#34;line&#34;&gt;&lt;span class=&#34;cl&#34;&gt;./scripts/install.sh --tool claude-code
&lt;/span&gt;&lt;/span&gt;&lt;span class=&#34;line&#34;&gt;&lt;span class=&#34;cl&#34;&gt;
&lt;/span&gt;&lt;/span&gt;&lt;span class=&#34;line&#34;&gt;&lt;span class=&#34;cl&#34;&gt;&lt;span class=&#34;c1&#34;&gt;# Or manually copy a category if you only want one division&lt;/span&gt;
&lt;/span&gt;&lt;/span&gt;&lt;span class=&#34;line&#34;&gt;&lt;span class=&#34;cl&#34;&gt;cp engineering/*.md ~/.claude/agents/
&lt;/span&gt;&lt;/span&gt;&lt;span class=&#34;line&#34;&gt;&lt;span class=&#34;cl&#34;&gt;
&lt;/span&gt;&lt;/span&gt;&lt;span class=&#34;line&#34;&gt;&lt;span class=&#34;cl&#34;&gt;&lt;span class=&#34;c1&#34;&gt;# Then activate any agent in your Claude Code sessions:&lt;/span&gt;
&lt;/span&gt;&lt;/span&gt;&lt;span class=&#34;line&#34;&gt;&lt;span class=&#34;cl&#34;&gt;&lt;span class=&#34;c1&#34;&gt;# &amp;#34;Hey Claude, activate Frontend Developer mode and help me build a React component&amp;#34;&lt;/span&gt;
&lt;/span&gt;&lt;/span&gt;&lt;/code&gt;&lt;/pre&gt;&lt;/td&gt;&lt;/tr&gt;&lt;/table&gt;
&lt;/div&gt;
&lt;/div&gt;&lt;h3 id=&#34;option-3-use-as-reference&#34;&gt;Option 3: Use as Reference
&lt;/h3&gt;&lt;p&gt;Each agent file contains:&lt;/p&gt;
&lt;ul&gt;
&lt;li&gt;Identity &amp;amp; personality traits&lt;/li&gt;
&lt;li&gt;Core mission &amp;amp; workflows&lt;/li&gt;
&lt;li&gt;Technical deliverables with code examples&lt;/li&gt;
&lt;li&gt;Success metrics &amp;amp; communication style&lt;/li&gt;
&lt;/ul&gt;
&lt;p&gt;Browse the agents below and copy/adapt the ones you need!&lt;/p&gt;
&lt;h3 id=&#34;option-4-use-with-other-tools-github-copilot-antigravity-gemini-cli-opencode-openclaw-cursor-aider-windsurf-kimi-code-codex-osaurus-hermes&#34;&gt;Option 4: Use with Other Tools (GitHub Copilot, Antigravity, Gemini CLI, OpenCode, OpenClaw, Cursor, Aider, Windsurf, Kimi Code, Codex, Osaurus, Hermes)
&lt;/h3&gt;&lt;div class=&#34;highlight&#34;&gt;&lt;div class=&#34;chroma&#34;&gt;
&lt;table class=&#34;lntable&#34;&gt;&lt;tr&gt;&lt;td class=&#34;lntd&#34;&gt;
&lt;pre tabindex=&#34;0&#34; class=&#34;chroma&#34;&gt;&lt;code&gt;&lt;span class=&#34;lnt&#34;&gt; 1
&lt;/span&gt;&lt;span class=&#34;lnt&#34;&gt; 2
&lt;/span&gt;&lt;span class=&#34;lnt&#34;&gt; 3
&lt;/span&gt;&lt;span class=&#34;lnt&#34;&gt; 4
&lt;/span&gt;&lt;span class=&#34;lnt&#34;&gt; 5
&lt;/span&gt;&lt;span class=&#34;lnt&#34;&gt; 6
&lt;/span&gt;&lt;span class=&#34;lnt&#34;&gt; 7
&lt;/span&gt;&lt;span class=&#34;lnt&#34;&gt; 8
&lt;/span&gt;&lt;span class=&#34;lnt&#34;&gt; 9
&lt;/span&gt;&lt;span class=&#34;lnt&#34;&gt;10
&lt;/span&gt;&lt;span class=&#34;lnt&#34;&gt;11
&lt;/span&gt;&lt;span class=&#34;lnt&#34;&gt;12
&lt;/span&gt;&lt;span class=&#34;lnt&#34;&gt;13
&lt;/span&gt;&lt;span class=&#34;lnt&#34;&gt;14
&lt;/span&gt;&lt;span class=&#34;lnt&#34;&gt;15
&lt;/span&gt;&lt;span class=&#34;lnt&#34;&gt;16
&lt;/span&gt;&lt;span class=&#34;lnt&#34;&gt;17
&lt;/span&gt;&lt;span class=&#34;lnt&#34;&gt;18
&lt;/span&gt;&lt;span class=&#34;lnt&#34;&gt;19
&lt;/span&gt;&lt;/code&gt;&lt;/pre&gt;&lt;/td&gt;
&lt;td class=&#34;lntd&#34;&gt;
&lt;pre tabindex=&#34;0&#34; class=&#34;chroma&#34;&gt;&lt;code class=&#34;language-bash&#34; data-lang=&#34;bash&#34;&gt;&lt;span class=&#34;line&#34;&gt;&lt;span class=&#34;cl&#34;&gt;&lt;span class=&#34;c1&#34;&gt;# Step 1 -- generate integration files for all supported tools&lt;/span&gt;
&lt;/span&gt;&lt;/span&gt;&lt;span class=&#34;line&#34;&gt;&lt;span class=&#34;cl&#34;&gt;./scripts/convert.sh
&lt;/span&gt;&lt;/span&gt;&lt;span class=&#34;line&#34;&gt;&lt;span class=&#34;cl&#34;&gt;
&lt;/span&gt;&lt;/span&gt;&lt;span class=&#34;line&#34;&gt;&lt;span class=&#34;cl&#34;&gt;&lt;span class=&#34;c1&#34;&gt;# Step 2 -- install interactively (auto-detects what you have installed)&lt;/span&gt;
&lt;/span&gt;&lt;/span&gt;&lt;span class=&#34;line&#34;&gt;&lt;span class=&#34;cl&#34;&gt;./scripts/install.sh
&lt;/span&gt;&lt;/span&gt;&lt;span class=&#34;line&#34;&gt;&lt;span class=&#34;cl&#34;&gt;
&lt;/span&gt;&lt;/span&gt;&lt;span class=&#34;line&#34;&gt;&lt;span class=&#34;cl&#34;&gt;&lt;span class=&#34;c1&#34;&gt;# Or target a specific tool directly&lt;/span&gt;
&lt;/span&gt;&lt;/span&gt;&lt;span class=&#34;line&#34;&gt;&lt;span class=&#34;cl&#34;&gt;./scripts/install.sh --tool antigravity
&lt;/span&gt;&lt;/span&gt;&lt;span class=&#34;line&#34;&gt;&lt;span class=&#34;cl&#34;&gt;./scripts/install.sh --tool gemini-cli
&lt;/span&gt;&lt;/span&gt;&lt;span class=&#34;line&#34;&gt;&lt;span class=&#34;cl&#34;&gt;./scripts/install.sh --tool opencode
&lt;/span&gt;&lt;/span&gt;&lt;span class=&#34;line&#34;&gt;&lt;span class=&#34;cl&#34;&gt;./scripts/install.sh --tool copilot
&lt;/span&gt;&lt;/span&gt;&lt;span class=&#34;line&#34;&gt;&lt;span class=&#34;cl&#34;&gt;./scripts/install.sh --tool openclaw
&lt;/span&gt;&lt;/span&gt;&lt;span class=&#34;line&#34;&gt;&lt;span class=&#34;cl&#34;&gt;./scripts/install.sh --tool cursor
&lt;/span&gt;&lt;/span&gt;&lt;span class=&#34;line&#34;&gt;&lt;span class=&#34;cl&#34;&gt;./scripts/install.sh --tool aider
&lt;/span&gt;&lt;/span&gt;&lt;span class=&#34;line&#34;&gt;&lt;span class=&#34;cl&#34;&gt;./scripts/install.sh --tool windsurf
&lt;/span&gt;&lt;/span&gt;&lt;span class=&#34;line&#34;&gt;&lt;span class=&#34;cl&#34;&gt;./scripts/install.sh --tool kimi
&lt;/span&gt;&lt;/span&gt;&lt;span class=&#34;line&#34;&gt;&lt;span class=&#34;cl&#34;&gt;./scripts/install.sh --tool codex
&lt;/span&gt;&lt;/span&gt;&lt;span class=&#34;line&#34;&gt;&lt;span class=&#34;cl&#34;&gt;./scripts/install.sh --tool osaurus
&lt;/span&gt;&lt;/span&gt;&lt;span class=&#34;line&#34;&gt;&lt;span class=&#34;cl&#34;&gt;./scripts/install.sh --tool hermes
&lt;/span&gt;&lt;/span&gt;&lt;/code&gt;&lt;/pre&gt;&lt;/td&gt;&lt;/tr&gt;&lt;/table&gt;
&lt;/div&gt;
&lt;/div&gt;&lt;p&gt;&lt;strong&gt;Install only the teams you need&lt;/strong&gt; (not everyone wants all 16 divisions):&lt;/p&gt;
&lt;div class=&#34;highlight&#34;&gt;&lt;div class=&#34;chroma&#34;&gt;
&lt;table class=&#34;lntable&#34;&gt;&lt;tr&gt;&lt;td class=&#34;lntd&#34;&gt;
&lt;pre tabindex=&#34;0&#34; class=&#34;chroma&#34;&gt;&lt;code&gt;&lt;span class=&#34;lnt&#34;&gt;1
&lt;/span&gt;&lt;span class=&#34;lnt&#34;&gt;2
&lt;/span&gt;&lt;span class=&#34;lnt&#34;&gt;3
&lt;/span&gt;&lt;span class=&#34;lnt&#34;&gt;4
&lt;/span&gt;&lt;span class=&#34;lnt&#34;&gt;5
&lt;/span&gt;&lt;/code&gt;&lt;/pre&gt;&lt;/td&gt;
&lt;td class=&#34;lntd&#34;&gt;
&lt;pre tabindex=&#34;0&#34; class=&#34;chroma&#34;&gt;&lt;code class=&#34;language-bash&#34; data-lang=&#34;bash&#34;&gt;&lt;span class=&#34;line&#34;&gt;&lt;span class=&#34;cl&#34;&gt;./scripts/install.sh                                    &lt;span class=&#34;c1&#34;&gt;# interactive wizard: pick tools + teams&lt;/span&gt;
&lt;/span&gt;&lt;/span&gt;&lt;span class=&#34;line&#34;&gt;&lt;span class=&#34;cl&#34;&gt;./scripts/install.sh --tool claude-code --division engineering,security
&lt;/span&gt;&lt;/span&gt;&lt;span class=&#34;line&#34;&gt;&lt;span class=&#34;cl&#34;&gt;./scripts/install.sh --tool cursor --agent frontend-developer,ui-designer
&lt;/span&gt;&lt;/span&gt;&lt;span class=&#34;line&#34;&gt;&lt;span class=&#34;cl&#34;&gt;./scripts/install.sh --list teams                       &lt;span class=&#34;c1&#34;&gt;# see every team + agent count&lt;/span&gt;
&lt;/span&gt;&lt;/span&gt;&lt;span class=&#34;line&#34;&gt;&lt;span class=&#34;cl&#34;&gt;./scripts/install.sh --tool opencode --division engineering --dry-run
&lt;/span&gt;&lt;/span&gt;&lt;/code&gt;&lt;/pre&gt;&lt;/td&gt;&lt;/tr&gt;&lt;/table&gt;
&lt;/div&gt;
&lt;/div&gt;&lt;blockquote&gt;
&lt;p&gt;&lt;strong&gt;OpenCode note:&lt;/strong&gt; OpenCode&amp;rsquo;s runtime currently registers only ~119 agents and silently drops the rest (&lt;a class=&#34;link&#34; href=&#34;https://github.com/anomalyco/opencode/issues/27988&#34;  target=&#34;_blank&#34; rel=&#34;noopener&#34;
    &gt;upstream bug&lt;/a&gt;). Installing a subset with &lt;code&gt;--division&lt;/code&gt; keeps you under that limit. The installer warns you when a selection would exceed it.&lt;/p&gt;
&lt;/blockquote&gt;
&lt;p&gt;See the &lt;a class=&#34;link&#34; href=&#34;#-multi-tool-integrations&#34; &gt;Multi-Tool Integrations&lt;/a&gt; section below for full details.&lt;/p&gt;
&lt;hr&gt;
&lt;h2 id=&#34;-the-agency-roster&#34;&gt;🎨 The Agency Roster
&lt;/h2&gt;&lt;h3 id=&#34;-engineering-division&#34;&gt;💻 Engineering Division
&lt;/h3&gt;&lt;p&gt;Building the future, one commit at a time.&lt;/p&gt;
&lt;table&gt;
	&lt;thead&gt;
			&lt;tr&gt;
					&lt;th&gt;Agent&lt;/th&gt;
					&lt;th&gt;Specialty&lt;/th&gt;
					&lt;th&gt;When to Use&lt;/th&gt;
			&lt;/tr&gt;
	&lt;/thead&gt;
	&lt;tbody&gt;
			&lt;tr&gt;
					&lt;td&gt;🎨 &lt;a class=&#34;link&#34; href=&#34;engineering/engineering-frontend-developer.md&#34; &gt;Frontend Developer&lt;/a&gt;&lt;/td&gt;
					&lt;td&gt;React/Vue/Angular, UI implementation, performance&lt;/td&gt;
					&lt;td&gt;Modern web apps, pixel-perfect UIs, Core Web Vitals optimization&lt;/td&gt;
			&lt;/tr&gt;
			&lt;tr&gt;
					&lt;td&gt;🏗️ &lt;a class=&#34;link&#34; href=&#34;engineering/engineering-backend-architect.md&#34; &gt;Backend Architect&lt;/a&gt;&lt;/td&gt;
					&lt;td&gt;API design, database architecture, scalability&lt;/td&gt;
					&lt;td&gt;Server-side systems, microservices, cloud infrastructure&lt;/td&gt;
			&lt;/tr&gt;
			&lt;tr&gt;
					&lt;td&gt;📱 &lt;a class=&#34;link&#34; href=&#34;engineering/engineering-mobile-app-builder.md&#34; &gt;Mobile App Builder&lt;/a&gt;&lt;/td&gt;
					&lt;td&gt;iOS/Android, React Native, Flutter&lt;/td&gt;
					&lt;td&gt;Native and cross-platform mobile applications&lt;/td&gt;
			&lt;/tr&gt;
			&lt;tr&gt;
					&lt;td&gt;🤖 &lt;a class=&#34;link&#34; href=&#34;engineering/engineering-ai-engineer.md&#34; &gt;AI Engineer&lt;/a&gt;&lt;/td&gt;
					&lt;td&gt;ML models, deployment, AI integration&lt;/td&gt;
					&lt;td&gt;Machine learning features, data pipelines, AI-powered apps&lt;/td&gt;
			&lt;/tr&gt;
			&lt;tr&gt;
					&lt;td&gt;🚀 &lt;a class=&#34;link&#34; href=&#34;engineering/engineering-devops-automator.md&#34; &gt;DevOps Automator&lt;/a&gt;&lt;/td&gt;
					&lt;td&gt;CI/CD, infrastructure automation, cloud ops&lt;/td&gt;
					&lt;td&gt;Pipeline development, deployment automation, monitoring&lt;/td&gt;
			&lt;/tr&gt;
			&lt;tr&gt;
					&lt;td&gt;⚡ &lt;a class=&#34;link&#34; href=&#34;engineering/engineering-rapid-prototyper.md&#34; &gt;Rapid Prototyper&lt;/a&gt;&lt;/td&gt;
					&lt;td&gt;Fast POC development, MVPs&lt;/td&gt;
					&lt;td&gt;Quick proof-of-concepts, hackathon projects, fast iteration&lt;/td&gt;
			&lt;/tr&gt;
			&lt;tr&gt;
					&lt;td&gt;💎 &lt;a class=&#34;link&#34; href=&#34;engineering/engineering-senior-developer.md&#34; &gt;Senior Developer&lt;/a&gt;&lt;/td&gt;
					&lt;td&gt;Laravel/Livewire, advanced patterns&lt;/td&gt;
					&lt;td&gt;Complex implementations, architecture decisions&lt;/td&gt;
			&lt;/tr&gt;
			&lt;tr&gt;
					&lt;td&gt;🔧 &lt;a class=&#34;link&#34; href=&#34;engineering/engineering-filament-optimization-specialist.md&#34; &gt;Filament Optimization Specialist&lt;/a&gt;&lt;/td&gt;
					&lt;td&gt;Filament PHP admin UX, structural form redesign, resource optimization&lt;/td&gt;
					&lt;td&gt;Restructuring Filament resources/forms/tables for faster, cleaner admin workflows&lt;/td&gt;
			&lt;/tr&gt;
			&lt;tr&gt;
					&lt;td&gt;⚡ &lt;a class=&#34;link&#34; href=&#34;engineering/engineering-autonomous-optimization-architect.md&#34; &gt;Autonomous Optimization Architect&lt;/a&gt;&lt;/td&gt;
					&lt;td&gt;LLM routing, cost optimization, shadow testing&lt;/td&gt;
					&lt;td&gt;Autonomous systems needing intelligent API selection and cost guardrails&lt;/td&gt;
			&lt;/tr&gt;
			&lt;tr&gt;
					&lt;td&gt;🔩 &lt;a class=&#34;link&#34; href=&#34;engineering/engineering-embedded-firmware-engineer.md&#34; &gt;Embedded Firmware Engineer&lt;/a&gt;&lt;/td&gt;
					&lt;td&gt;Bare-metal, RTOS, ESP32/STM32/Nordic firmware&lt;/td&gt;
					&lt;td&gt;Production-grade embedded systems and IoT devices&lt;/td&gt;
			&lt;/tr&gt;
			&lt;tr&gt;
					&lt;td&gt;🚨 &lt;a class=&#34;link&#34; href=&#34;engineering/engineering-incident-response-commander.md&#34; &gt;Incident Response Commander&lt;/a&gt;&lt;/td&gt;
					&lt;td&gt;Incident management, post-mortems, on-call&lt;/td&gt;
					&lt;td&gt;Managing production incidents and building incident readiness&lt;/td&gt;
			&lt;/tr&gt;
			&lt;tr&gt;
					&lt;td&gt;⛓️ &lt;a class=&#34;link&#34; href=&#34;engineering/engineering-solidity-smart-contract-engineer.md&#34; &gt;Solidity Smart Contract Engineer&lt;/a&gt;&lt;/td&gt;
					&lt;td&gt;EVM contracts, gas optimization, DeFi&lt;/td&gt;
					&lt;td&gt;Secure, gas-optimized smart contracts and DeFi protocols&lt;/td&gt;
			&lt;/tr&gt;
			&lt;tr&gt;
					&lt;td&gt;🧭 &lt;a class=&#34;link&#34; href=&#34;engineering/engineering-codebase-onboarding-engineer.md&#34; &gt;Codebase Onboarding Engineer&lt;/a&gt;&lt;/td&gt;
					&lt;td&gt;Fast developer onboarding, read-only codebase exploration, factual explanation&lt;/td&gt;
					&lt;td&gt;Helping new developers understand unfamiliar repos quickly by reading the code, tracing code paths, and stating facts about structure and behavior&lt;/td&gt;
			&lt;/tr&gt;
			&lt;tr&gt;
					&lt;td&gt;📚 &lt;a class=&#34;link&#34; href=&#34;engineering/engineering-technical-writer.md&#34; &gt;Technical Writer&lt;/a&gt;&lt;/td&gt;
					&lt;td&gt;Developer docs, API reference, tutorials&lt;/td&gt;
					&lt;td&gt;Clear, accurate technical documentation&lt;/td&gt;
			&lt;/tr&gt;
			&lt;tr&gt;
					&lt;td&gt;💬 &lt;a class=&#34;link&#34; href=&#34;engineering/engineering-wechat-mini-program-developer.md&#34; &gt;WeChat Mini Program Developer&lt;/a&gt;&lt;/td&gt;
					&lt;td&gt;WeChat ecosystem, Mini Programs, payment integration&lt;/td&gt;
					&lt;td&gt;Building performant apps for the WeChat ecosystem&lt;/td&gt;
			&lt;/tr&gt;
			&lt;tr&gt;
					&lt;td&gt;👁️ &lt;a class=&#34;link&#34; href=&#34;engineering/engineering-code-reviewer.md&#34; &gt;Code Reviewer&lt;/a&gt;&lt;/td&gt;
					&lt;td&gt;Constructive code review, security, maintainability&lt;/td&gt;
					&lt;td&gt;PR reviews, code quality gates, mentoring through review&lt;/td&gt;
			&lt;/tr&gt;
			&lt;tr&gt;
					&lt;td&gt;🗄️ &lt;a class=&#34;link&#34; href=&#34;engineering/engineering-database-optimizer.md&#34; &gt;Database Optimizer&lt;/a&gt;&lt;/td&gt;
					&lt;td&gt;Schema design, query optimization, indexing strategies&lt;/td&gt;
					&lt;td&gt;PostgreSQL/MySQL tuning, slow query debugging, migration planning&lt;/td&gt;
			&lt;/tr&gt;
			&lt;tr&gt;
					&lt;td&gt;🌿 &lt;a class=&#34;link&#34; href=&#34;engineering/engineering-git-workflow-master.md&#34; &gt;Git Workflow Master&lt;/a&gt;&lt;/td&gt;
					&lt;td&gt;Branching strategies, conventional commits, advanced Git&lt;/td&gt;
					&lt;td&gt;Git workflow design, history cleanup, CI-friendly branch management&lt;/td&gt;
			&lt;/tr&gt;
			&lt;tr&gt;
					&lt;td&gt;🏛️ &lt;a class=&#34;link&#34; href=&#34;engineering/engineering-software-architect.md&#34; &gt;Software Architect&lt;/a&gt;&lt;/td&gt;
					&lt;td&gt;System design, DDD, architectural patterns, trade-off analysis&lt;/td&gt;
					&lt;td&gt;Architecture decisions, domain modeling, system evolution strategy&lt;/td&gt;
			&lt;/tr&gt;
			&lt;tr&gt;
					&lt;td&gt;🛡️ &lt;a class=&#34;link&#34; href=&#34;engineering/engineering-sre.md&#34; &gt;SRE&lt;/a&gt;&lt;/td&gt;
					&lt;td&gt;SLOs, error budgets, observability, chaos engineering&lt;/td&gt;
					&lt;td&gt;Production reliability, toil reduction, capacity planning&lt;/td&gt;
			&lt;/tr&gt;
			&lt;tr&gt;
					&lt;td&gt;🧬 &lt;a class=&#34;link&#34; href=&#34;engineering/engineering-ai-data-remediation-engineer.md&#34; &gt;AI Data Remediation Engineer&lt;/a&gt;&lt;/td&gt;
					&lt;td&gt;Self-healing pipelines, air-gapped SLMs, semantic clustering&lt;/td&gt;
					&lt;td&gt;Fixing broken data at scale with zero data loss&lt;/td&gt;
			&lt;/tr&gt;
			&lt;tr&gt;
					&lt;td&gt;🔧 &lt;a class=&#34;link&#34; href=&#34;engineering/engineering-data-engineer.md&#34; &gt;Data Engineer&lt;/a&gt;&lt;/td&gt;
					&lt;td&gt;Data pipelines, lakehouse architecture, ETL/ELT&lt;/td&gt;
					&lt;td&gt;Building reliable data infrastructure and warehousing&lt;/td&gt;
			&lt;/tr&gt;
			&lt;tr&gt;
					&lt;td&gt;🔗 &lt;a class=&#34;link&#34; href=&#34;engineering/engineering-feishu-integration-developer.md&#34; &gt;Feishu Integration Developer&lt;/a&gt;&lt;/td&gt;
					&lt;td&gt;Feishu/Lark Open Platform, bots, workflows&lt;/td&gt;
					&lt;td&gt;Building integrations for the Feishu ecosystem&lt;/td&gt;
			&lt;/tr&gt;
			&lt;tr&gt;
					&lt;td&gt;🧱 &lt;a class=&#34;link&#34; href=&#34;engineering/engineering-cms-developer.md&#34; &gt;CMS Developer&lt;/a&gt;&lt;/td&gt;
					&lt;td&gt;WordPress &amp;amp; Drupal themes, plugins/modules, content architecture&lt;/td&gt;
					&lt;td&gt;Code-first CMS implementation and customization&lt;/td&gt;
			&lt;/tr&gt;
			&lt;tr&gt;
					&lt;td&gt;📧 &lt;a class=&#34;link&#34; href=&#34;engineering/engineering-email-intelligence-engineer.md&#34; &gt;Email Intelligence Engineer&lt;/a&gt;&lt;/td&gt;
					&lt;td&gt;Email parsing, MIME extraction, structured data for AI agents&lt;/td&gt;
					&lt;td&gt;Turning raw email threads into reasoning-ready context&lt;/td&gt;
			&lt;/tr&gt;
			&lt;tr&gt;
					&lt;td&gt;🎙️ &lt;a class=&#34;link&#34; href=&#34;engineering/engineering-voice-ai-integration-engineer.md&#34; &gt;Voice AI Integration Engineer&lt;/a&gt;&lt;/td&gt;
					&lt;td&gt;Speech-to-text pipelines, Whisper, ASR, speaker diarization&lt;/td&gt;
					&lt;td&gt;End-to-end transcription pipelines, audio preprocessing, structured transcript delivery&lt;/td&gt;
			&lt;/tr&gt;
			&lt;tr&gt;
					&lt;td&gt;🖧 &lt;a class=&#34;link&#34; href=&#34;engineering/engineering-it-service-manager.md&#34; &gt;IT Service Manager&lt;/a&gt;&lt;/td&gt;
					&lt;td&gt;ITIL 4 service management&lt;/td&gt;
					&lt;td&gt;Incident/problem/change management, SLAs, CMDB&lt;/td&gt;
			&lt;/tr&gt;
			&lt;tr&gt;
					&lt;td&gt;🪡 &lt;a class=&#34;link&#34; href=&#34;engineering/engineering-minimal-change-engineer.md&#34; &gt;Minimal Change Engineer&lt;/a&gt;&lt;/td&gt;
					&lt;td&gt;Minimum-viable diffs&lt;/td&gt;
					&lt;td&gt;Fixing only what&amp;rsquo;s asked, no scope creep&lt;/td&gt;
			&lt;/tr&gt;
			&lt;tr&gt;
					&lt;td&gt;📜 &lt;a class=&#34;link&#34; href=&#34;engineering/engineering-orgscript-engineer.md&#34; &gt;OrgScript Engineer&lt;/a&gt;&lt;/td&gt;
					&lt;td&gt;OrgScript grammar &amp;amp; AST validation&lt;/td&gt;
					&lt;td&gt;Designing/parsing OrgScript business-logic definitions&lt;/td&gt;
			&lt;/tr&gt;
			&lt;tr&gt;
					&lt;td&gt;🧬 &lt;a class=&#34;link&#34; href=&#34;engineering/engineering-prompt-engineer.md&#34; &gt;Prompt Engineer&lt;/a&gt;&lt;/td&gt;
					&lt;td&gt;LLM prompt design &amp;amp; optimization&lt;/td&gt;
					&lt;td&gt;Turning vague instructions into reliable AI behaviors&lt;/td&gt;
			&lt;/tr&gt;
			&lt;tr&gt;
					&lt;td&gt;🕸️ &lt;a class=&#34;link&#34; href=&#34;engineering/engineering-multi-agent-systems-architect.md&#34; &gt;Multi-Agent Systems Architect&lt;/a&gt;&lt;/td&gt;
					&lt;td&gt;Multi-agent pipeline design &amp;amp; governance&lt;/td&gt;
					&lt;td&gt;Topology, context, trust, failure recovery for agent systems&lt;/td&gt;
			&lt;/tr&gt;
			&lt;tr&gt;
					&lt;td&gt;🛒 &lt;a class=&#34;link&#34; href=&#34;engineering/engineering-drupal-shopping-cart.md&#34; &gt;Drupal Shopping Cart Engineer&lt;/a&gt;&lt;/td&gt;
					&lt;td&gt;Drupal Commerce storefronts&lt;/td&gt;
					&lt;td&gt;Catalog, payments, checkout, orders on Drupal 10/11&lt;/td&gt;
			&lt;/tr&gt;
			&lt;tr&gt;
					&lt;td&gt;🛍️ &lt;a class=&#34;link&#34; href=&#34;engineering/engineering-wordpress-shopping-cart.md&#34; &gt;WordPress Shopping Cart Engineer&lt;/a&gt;&lt;/td&gt;
					&lt;td&gt;WooCommerce storefronts&lt;/td&gt;
					&lt;td&gt;Catalog, payments, checkout, conversion on WordPress&lt;/td&gt;
			&lt;/tr&gt;
	&lt;/tbody&gt;
&lt;/table&gt;
&lt;h3 id=&#34;-design-division&#34;&gt;🎨 Design Division
&lt;/h3&gt;&lt;p&gt;Making it beautiful, usable, and delightful.&lt;/p&gt;
&lt;table&gt;
	&lt;thead&gt;
			&lt;tr&gt;
					&lt;th&gt;Agent&lt;/th&gt;
					&lt;th&gt;Specialty&lt;/th&gt;
					&lt;th&gt;When to Use&lt;/th&gt;
			&lt;/tr&gt;
	&lt;/thead&gt;
	&lt;tbody&gt;
			&lt;tr&gt;
					&lt;td&gt;🎯 &lt;a class=&#34;link&#34; href=&#34;design/design-ui-designer.md&#34; &gt;UI Designer&lt;/a&gt;&lt;/td&gt;
					&lt;td&gt;Visual design, component libraries, design systems&lt;/td&gt;
					&lt;td&gt;Interface creation, brand consistency, component design&lt;/td&gt;
			&lt;/tr&gt;
			&lt;tr&gt;
					&lt;td&gt;🔍 &lt;a class=&#34;link&#34; href=&#34;design/design-ux-researcher.md&#34; &gt;UX Researcher&lt;/a&gt;&lt;/td&gt;
					&lt;td&gt;User testing, behavior analysis, research&lt;/td&gt;
					&lt;td&gt;Understanding users, usability testing, design insights&lt;/td&gt;
			&lt;/tr&gt;
			&lt;tr&gt;
					&lt;td&gt;🏛️ &lt;a class=&#34;link&#34; href=&#34;design/design-ux-architect.md&#34; &gt;UX Architect&lt;/a&gt;&lt;/td&gt;
					&lt;td&gt;Technical architecture, CSS systems, implementation&lt;/td&gt;
					&lt;td&gt;Developer-friendly foundations, implementation guidance&lt;/td&gt;
			&lt;/tr&gt;
			&lt;tr&gt;
					&lt;td&gt;🎭 &lt;a class=&#34;link&#34; href=&#34;design/design-brand-guardian.md&#34; &gt;Brand Guardian&lt;/a&gt;&lt;/td&gt;
					&lt;td&gt;Brand identity, consistency, positioning&lt;/td&gt;
					&lt;td&gt;Brand strategy, identity development, guidelines&lt;/td&gt;
			&lt;/tr&gt;
			&lt;tr&gt;
					&lt;td&gt;📖 &lt;a class=&#34;link&#34; href=&#34;design/design-visual-storyteller.md&#34; &gt;Visual Storyteller&lt;/a&gt;&lt;/td&gt;
					&lt;td&gt;Visual narratives, multimedia content&lt;/td&gt;
					&lt;td&gt;Compelling visual stories, brand storytelling&lt;/td&gt;
			&lt;/tr&gt;
			&lt;tr&gt;
					&lt;td&gt;✨ &lt;a class=&#34;link&#34; href=&#34;design/design-whimsy-injector.md&#34; &gt;Whimsy Injector&lt;/a&gt;&lt;/td&gt;
					&lt;td&gt;Personality, delight, playful interactions&lt;/td&gt;
					&lt;td&gt;Adding joy, micro-interactions, Easter eggs, brand personality&lt;/td&gt;
			&lt;/tr&gt;
			&lt;tr&gt;
					&lt;td&gt;📷 &lt;a class=&#34;link&#34; href=&#34;design/design-image-prompt-engineer.md&#34; &gt;Image Prompt Engineer&lt;/a&gt;&lt;/td&gt;
					&lt;td&gt;AI image generation prompts, photography&lt;/td&gt;
					&lt;td&gt;Photography prompts for Midjourney, DALL-E, Stable Diffusion&lt;/td&gt;
			&lt;/tr&gt;
			&lt;tr&gt;
					&lt;td&gt;🌈 &lt;a class=&#34;link&#34; href=&#34;design/design-inclusive-visuals-specialist.md&#34; &gt;Inclusive Visuals Specialist&lt;/a&gt;&lt;/td&gt;
					&lt;td&gt;Representation, bias mitigation, authentic imagery&lt;/td&gt;
					&lt;td&gt;Generating culturally accurate AI images and video&lt;/td&gt;
			&lt;/tr&gt;
			&lt;tr&gt;
					&lt;td&gt;🎭 &lt;a class=&#34;link&#34; href=&#34;design/design-persona-walkthrough.md&#34; &gt;Persona Walkthrough Specialist&lt;/a&gt;&lt;/td&gt;
					&lt;td&gt;Persona-driven cognitive walkthroughs&lt;/td&gt;
					&lt;td&gt;Simulating user reactions and friction at each scroll position&lt;/td&gt;
			&lt;/tr&gt;
	&lt;/tbody&gt;
&lt;/table&gt;
&lt;h3 id=&#34;-paid-media-division&#34;&gt;💰 Paid Media Division
&lt;/h3&gt;&lt;p&gt;Turning ad spend into measurable business outcomes.&lt;/p&gt;
&lt;table&gt;
	&lt;thead&gt;
			&lt;tr&gt;
					&lt;th&gt;Agent&lt;/th&gt;
					&lt;th&gt;Specialty&lt;/th&gt;
					&lt;th&gt;When to Use&lt;/th&gt;
			&lt;/tr&gt;
	&lt;/thead&gt;
	&lt;tbody&gt;
			&lt;tr&gt;
					&lt;td&gt;💰 &lt;a class=&#34;link&#34; href=&#34;paid-media/paid-media-ppc-strategist.md&#34; &gt;PPC Campaign Strategist&lt;/a&gt;&lt;/td&gt;
					&lt;td&gt;Google/Microsoft/Amazon Ads, account architecture, bidding&lt;/td&gt;
					&lt;td&gt;Account buildouts, budget allocation, scaling, performance diagnosis&lt;/td&gt;
			&lt;/tr&gt;
			&lt;tr&gt;
					&lt;td&gt;🔍 &lt;a class=&#34;link&#34; href=&#34;paid-media/paid-media-search-query-analyst.md&#34; &gt;Search Query Analyst&lt;/a&gt;&lt;/td&gt;
					&lt;td&gt;Search term analysis, negative keywords, intent mapping&lt;/td&gt;
					&lt;td&gt;Query audits, wasted spend elimination, keyword discovery&lt;/td&gt;
			&lt;/tr&gt;
			&lt;tr&gt;
					&lt;td&gt;📋 &lt;a class=&#34;link&#34; href=&#34;paid-media/paid-media-auditor.md&#34; &gt;Paid Media Auditor&lt;/a&gt;&lt;/td&gt;
					&lt;td&gt;200+ point account audits, competitive analysis&lt;/td&gt;
					&lt;td&gt;Account takeovers, quarterly reviews, competitive pitches&lt;/td&gt;
			&lt;/tr&gt;
			&lt;tr&gt;
					&lt;td&gt;📡 &lt;a class=&#34;link&#34; href=&#34;paid-media/paid-media-tracking-specialist.md&#34; &gt;Tracking &amp;amp; Measurement Specialist&lt;/a&gt;&lt;/td&gt;
					&lt;td&gt;GTM, GA4, conversion tracking, CAPI&lt;/td&gt;
					&lt;td&gt;New implementations, tracking audits, platform migrations&lt;/td&gt;
			&lt;/tr&gt;
			&lt;tr&gt;
					&lt;td&gt;✍️ &lt;a class=&#34;link&#34; href=&#34;paid-media/paid-media-creative-strategist.md&#34; &gt;Ad Creative Strategist&lt;/a&gt;&lt;/td&gt;
					&lt;td&gt;RSA copy, Meta creative, Performance Max assets&lt;/td&gt;
					&lt;td&gt;Creative launches, testing programs, ad fatigue refreshes&lt;/td&gt;
			&lt;/tr&gt;
			&lt;tr&gt;
					&lt;td&gt;📺 &lt;a class=&#34;link&#34; href=&#34;paid-media/paid-media-programmatic-buyer.md&#34; &gt;Programmatic &amp;amp; Display Buyer&lt;/a&gt;&lt;/td&gt;
					&lt;td&gt;GDN, DSPs, partner media, ABM display&lt;/td&gt;
					&lt;td&gt;Display planning, partner outreach, ABM programs&lt;/td&gt;
			&lt;/tr&gt;
			&lt;tr&gt;
					&lt;td&gt;📱 &lt;a class=&#34;link&#34; href=&#34;paid-media/paid-media-paid-social-strategist.md&#34; &gt;Paid Social Strategist&lt;/a&gt;&lt;/td&gt;
					&lt;td&gt;Meta, LinkedIn, TikTok, cross-platform social&lt;/td&gt;
					&lt;td&gt;Social ad programs, platform selection, audience strategy&lt;/td&gt;
			&lt;/tr&gt;
	&lt;/tbody&gt;
&lt;/table&gt;
&lt;h3 id=&#34;-sales-division&#34;&gt;💼 Sales Division
&lt;/h3&gt;&lt;p&gt;Turning pipeline into revenue through craft, not CRM busywork.&lt;/p&gt;
&lt;table&gt;
	&lt;thead&gt;
			&lt;tr&gt;
					&lt;th&gt;Agent&lt;/th&gt;
					&lt;th&gt;Specialty&lt;/th&gt;
					&lt;th&gt;When to Use&lt;/th&gt;
			&lt;/tr&gt;
	&lt;/thead&gt;
	&lt;tbody&gt;
			&lt;tr&gt;
					&lt;td&gt;🎯 &lt;a class=&#34;link&#34; href=&#34;sales/sales-outbound-strategist.md&#34; &gt;Outbound Strategist&lt;/a&gt;&lt;/td&gt;
					&lt;td&gt;Signal-based prospecting, multi-channel sequences, ICP targeting&lt;/td&gt;
					&lt;td&gt;Building pipeline through research-driven outreach, not volume&lt;/td&gt;
			&lt;/tr&gt;
			&lt;tr&gt;
					&lt;td&gt;🔍 &lt;a class=&#34;link&#34; href=&#34;sales/sales-discovery-coach.md&#34; &gt;Discovery Coach&lt;/a&gt;&lt;/td&gt;
					&lt;td&gt;SPIN, Gap Selling, Sandler — question design and call structure&lt;/td&gt;
					&lt;td&gt;Preparing for discovery calls, qualifying opportunities, coaching reps&lt;/td&gt;
			&lt;/tr&gt;
			&lt;tr&gt;
					&lt;td&gt;♟️ &lt;a class=&#34;link&#34; href=&#34;sales/sales-deal-strategist.md&#34; &gt;Deal Strategist&lt;/a&gt;&lt;/td&gt;
					&lt;td&gt;MEDDPICC qualification, competitive positioning, win planning&lt;/td&gt;
					&lt;td&gt;Scoring deals, exposing pipeline risk, building win strategies&lt;/td&gt;
			&lt;/tr&gt;
			&lt;tr&gt;
					&lt;td&gt;🛠️ &lt;a class=&#34;link&#34; href=&#34;sales/sales-engineer.md&#34; &gt;Sales Engineer&lt;/a&gt;&lt;/td&gt;
					&lt;td&gt;Technical demos, POC scoping, competitive battlecards&lt;/td&gt;
					&lt;td&gt;Pre-sales technical wins, demo prep, competitive positioning&lt;/td&gt;
			&lt;/tr&gt;
			&lt;tr&gt;
					&lt;td&gt;🏹 &lt;a class=&#34;link&#34; href=&#34;sales/sales-proposal-strategist.md&#34; &gt;Proposal Strategist&lt;/a&gt;&lt;/td&gt;
					&lt;td&gt;RFP response, win themes, narrative structure&lt;/td&gt;
					&lt;td&gt;Writing proposals that persuade, not just comply&lt;/td&gt;
			&lt;/tr&gt;
			&lt;tr&gt;
					&lt;td&gt;📊 &lt;a class=&#34;link&#34; href=&#34;sales/sales-pipeline-analyst.md&#34; &gt;Pipeline Analyst&lt;/a&gt;&lt;/td&gt;
					&lt;td&gt;Forecasting, pipeline health, deal velocity, RevOps&lt;/td&gt;
					&lt;td&gt;Pipeline reviews, forecast accuracy, revenue operations&lt;/td&gt;
			&lt;/tr&gt;
			&lt;tr&gt;
					&lt;td&gt;🗺️ &lt;a class=&#34;link&#34; href=&#34;sales/sales-account-strategist.md&#34; &gt;Account Strategist&lt;/a&gt;&lt;/td&gt;
					&lt;td&gt;Land-and-expand, QBRs, stakeholder mapping&lt;/td&gt;
					&lt;td&gt;Post-sale expansion, account planning, NRR growth&lt;/td&gt;
			&lt;/tr&gt;
			&lt;tr&gt;
					&lt;td&gt;🏋️ &lt;a class=&#34;link&#34; href=&#34;sales/sales-coach.md&#34; &gt;Sales Coach&lt;/a&gt;&lt;/td&gt;
					&lt;td&gt;Rep development, call coaching, pipeline review facilitation&lt;/td&gt;
					&lt;td&gt;Making every rep and every deal better through structured coaching&lt;/td&gt;
			&lt;/tr&gt;
			&lt;tr&gt;
					&lt;td&gt;🎯 &lt;a class=&#34;link&#34; href=&#34;specialized/sales-outreach.md&#34; &gt;Sales Outreach&lt;/a&gt;&lt;/td&gt;
					&lt;td&gt;Cold prospecting, multi-touch cadences, objection handling, proposals&lt;/td&gt;
					&lt;td&gt;Top-of-funnel B2B outreach — from cold email to booked discovery call&lt;/td&gt;
			&lt;/tr&gt;
			&lt;tr&gt;
					&lt;td&gt;🧲 &lt;a class=&#34;link&#34; href=&#34;sales/sales-offer-lead-gen-strategist.md&#34; &gt;Offer &amp;amp; Lead Gen Strategist&lt;/a&gt;&lt;/td&gt;
					&lt;td&gt;Offers &amp;amp; lead magnets&lt;/td&gt;
					&lt;td&gt;Top-of-funnel offer construction and lead gen&lt;/td&gt;
			&lt;/tr&gt;
	&lt;/tbody&gt;
&lt;/table&gt;
&lt;h3 id=&#34;-marketing-division&#34;&gt;📢 Marketing Division
&lt;/h3&gt;&lt;p&gt;Growing your audience, one authentic interaction at a time.&lt;/p&gt;
&lt;table&gt;
	&lt;thead&gt;
			&lt;tr&gt;
					&lt;th&gt;Agent&lt;/th&gt;
					&lt;th&gt;Specialty&lt;/th&gt;
					&lt;th&gt;When to Use&lt;/th&gt;
			&lt;/tr&gt;
	&lt;/thead&gt;
	&lt;tbody&gt;
			&lt;tr&gt;
					&lt;td&gt;🚀 &lt;a class=&#34;link&#34; href=&#34;marketing/marketing-growth-hacker.md&#34; &gt;Growth Hacker&lt;/a&gt;&lt;/td&gt;
					&lt;td&gt;Rapid user acquisition, viral loops, experiments&lt;/td&gt;
					&lt;td&gt;Explosive growth, user acquisition, conversion optimization&lt;/td&gt;
			&lt;/tr&gt;
			&lt;tr&gt;
					&lt;td&gt;📝 &lt;a class=&#34;link&#34; href=&#34;marketing/marketing-content-creator.md&#34; &gt;Content Creator&lt;/a&gt;&lt;/td&gt;
					&lt;td&gt;Multi-platform content, editorial calendars&lt;/td&gt;
					&lt;td&gt;Content strategy, copywriting, brand storytelling&lt;/td&gt;
			&lt;/tr&gt;
			&lt;tr&gt;
					&lt;td&gt;🐦 &lt;a class=&#34;link&#34; href=&#34;marketing/marketing-twitter-engager.md&#34; &gt;Twitter Engager&lt;/a&gt;&lt;/td&gt;
					&lt;td&gt;Real-time engagement, thought leadership&lt;/td&gt;
					&lt;td&gt;Twitter strategy, LinkedIn campaigns, professional social&lt;/td&gt;
			&lt;/tr&gt;
			&lt;tr&gt;
					&lt;td&gt;🛰️ &lt;a class=&#34;link&#34; href=&#34;marketing/marketing-x-twitter-intelligence-analyst.md&#34; &gt;X/Twitter Intelligence Analyst&lt;/a&gt;&lt;/td&gt;
					&lt;td&gt;Social listening, trend detection, account monitoring&lt;/td&gt;
					&lt;td&gt;Brand risk, competitor, and audience intelligence on X/Twitter&lt;/td&gt;
			&lt;/tr&gt;
			&lt;tr&gt;
					&lt;td&gt;📱 &lt;a class=&#34;link&#34; href=&#34;marketing/marketing-tiktok-strategist.md&#34; &gt;TikTok Strategist&lt;/a&gt;&lt;/td&gt;
					&lt;td&gt;Viral content, algorithm optimization&lt;/td&gt;
					&lt;td&gt;TikTok growth, viral content, Gen Z/Millennial audience&lt;/td&gt;
			&lt;/tr&gt;
			&lt;tr&gt;
					&lt;td&gt;📸 &lt;a class=&#34;link&#34; href=&#34;marketing/marketing-instagram-curator.md&#34; &gt;Instagram Curator&lt;/a&gt;&lt;/td&gt;
					&lt;td&gt;Visual storytelling, community building&lt;/td&gt;
					&lt;td&gt;Instagram strategy, aesthetic development, visual content&lt;/td&gt;
			&lt;/tr&gt;
			&lt;tr&gt;
					&lt;td&gt;🤝 &lt;a class=&#34;link&#34; href=&#34;marketing/marketing-reddit-community-builder.md&#34; &gt;Reddit Community Builder&lt;/a&gt;&lt;/td&gt;
					&lt;td&gt;Authentic engagement, value-driven content&lt;/td&gt;
					&lt;td&gt;Reddit strategy, community trust, authentic marketing&lt;/td&gt;
			&lt;/tr&gt;
			&lt;tr&gt;
					&lt;td&gt;📱 &lt;a class=&#34;link&#34; href=&#34;marketing/marketing-app-store-optimizer.md&#34; &gt;App Store Optimizer&lt;/a&gt;&lt;/td&gt;
					&lt;td&gt;ASO, conversion optimization, discoverability&lt;/td&gt;
					&lt;td&gt;App marketing, store optimization, app growth&lt;/td&gt;
			&lt;/tr&gt;
			&lt;tr&gt;
					&lt;td&gt;🌐 &lt;a class=&#34;link&#34; href=&#34;marketing/marketing-social-media-strategist.md&#34; &gt;Social Media Strategist&lt;/a&gt;&lt;/td&gt;
					&lt;td&gt;Cross-platform strategy, campaigns&lt;/td&gt;
					&lt;td&gt;Overall social strategy, multi-platform campaigns&lt;/td&gt;
			&lt;/tr&gt;
			&lt;tr&gt;
					&lt;td&gt;📕 &lt;a class=&#34;link&#34; href=&#34;marketing/marketing-xiaohongshu-specialist.md&#34; &gt;Xiaohongshu Specialist&lt;/a&gt;&lt;/td&gt;
					&lt;td&gt;Lifestyle content, trend-driven strategy&lt;/td&gt;
					&lt;td&gt;Xiaohongshu growth, aesthetic storytelling, Gen Z audience&lt;/td&gt;
			&lt;/tr&gt;
			&lt;tr&gt;
					&lt;td&gt;💬 &lt;a class=&#34;link&#34; href=&#34;marketing/marketing-wechat-official-account.md&#34; &gt;WeChat Official Account Manager&lt;/a&gt;&lt;/td&gt;
					&lt;td&gt;Subscriber engagement, content marketing&lt;/td&gt;
					&lt;td&gt;WeChat OA strategy, community building, conversion optimization&lt;/td&gt;
			&lt;/tr&gt;
			&lt;tr&gt;
					&lt;td&gt;🧠 &lt;a class=&#34;link&#34; href=&#34;marketing/marketing-zhihu-strategist.md&#34; &gt;Zhihu Strategist&lt;/a&gt;&lt;/td&gt;
					&lt;td&gt;Thought leadership, knowledge-driven engagement&lt;/td&gt;
					&lt;td&gt;Zhihu authority building, Q&amp;amp;A strategy, lead generation&lt;/td&gt;
			&lt;/tr&gt;
			&lt;tr&gt;
					&lt;td&gt;🇨🇳 &lt;a class=&#34;link&#34; href=&#34;marketing/marketing-baidu-seo-specialist.md&#34; &gt;Baidu SEO Specialist&lt;/a&gt;&lt;/td&gt;
					&lt;td&gt;Baidu optimization, China SEO, ICP compliance&lt;/td&gt;
					&lt;td&gt;Ranking in Baidu and reaching China&amp;rsquo;s search market&lt;/td&gt;
			&lt;/tr&gt;
			&lt;tr&gt;
					&lt;td&gt;🎬 &lt;a class=&#34;link&#34; href=&#34;marketing/marketing-bilibili-content-strategist.md&#34; &gt;Bilibili Content Strategist&lt;/a&gt;&lt;/td&gt;
					&lt;td&gt;B站 algorithm, danmaku culture, UP主 growth&lt;/td&gt;
					&lt;td&gt;Building audiences on Bilibili with community-first content&lt;/td&gt;
			&lt;/tr&gt;
			&lt;tr&gt;
					&lt;td&gt;🎠 &lt;a class=&#34;link&#34; href=&#34;marketing/marketing-carousel-growth-engine.md&#34; &gt;Carousel Growth Engine&lt;/a&gt;&lt;/td&gt;
					&lt;td&gt;TikTok/Instagram carousels, autonomous publishing&lt;/td&gt;
					&lt;td&gt;Generating and publishing viral carousel content&lt;/td&gt;
			&lt;/tr&gt;
			&lt;tr&gt;
					&lt;td&gt;💼 &lt;a class=&#34;link&#34; href=&#34;marketing/marketing-linkedin-content-creator.md&#34; &gt;LinkedIn Content Creator&lt;/a&gt;&lt;/td&gt;
					&lt;td&gt;Personal branding, thought leadership, professional content&lt;/td&gt;
					&lt;td&gt;LinkedIn growth, professional audience building, B2B content&lt;/td&gt;
			&lt;/tr&gt;
			&lt;tr&gt;
					&lt;td&gt;🛒 &lt;a class=&#34;link&#34; href=&#34;marketing/marketing-china-ecommerce-operator.md&#34; &gt;China E-Commerce Operator&lt;/a&gt;&lt;/td&gt;
					&lt;td&gt;Taobao, Tmall, Pinduoduo, live commerce&lt;/td&gt;
					&lt;td&gt;Running multi-platform e-commerce in China&lt;/td&gt;
			&lt;/tr&gt;
			&lt;tr&gt;
					&lt;td&gt;🎥 &lt;a class=&#34;link&#34; href=&#34;marketing/marketing-kuaishou-strategist.md&#34; &gt;Kuaishou Strategist&lt;/a&gt;&lt;/td&gt;
					&lt;td&gt;Kuaishou, 老铁 community, grassroots growth&lt;/td&gt;
					&lt;td&gt;Building authentic audiences in lower-tier markets&lt;/td&gt;
			&lt;/tr&gt;
			&lt;tr&gt;
					&lt;td&gt;🔍 &lt;a class=&#34;link&#34; href=&#34;marketing/marketing-seo-specialist.md&#34; &gt;SEO Specialist&lt;/a&gt;&lt;/td&gt;
					&lt;td&gt;Technical SEO, content strategy, link building&lt;/td&gt;
					&lt;td&gt;Driving sustainable organic search growth&lt;/td&gt;
			&lt;/tr&gt;
			&lt;tr&gt;
					&lt;td&gt;📘 &lt;a class=&#34;link&#34; href=&#34;marketing/marketing-book-co-author.md&#34; &gt;Book Co-Author&lt;/a&gt;&lt;/td&gt;
					&lt;td&gt;Thought-leadership books, ghostwriting, publishing&lt;/td&gt;
					&lt;td&gt;Strategic book collaboration for founders and experts&lt;/td&gt;
			&lt;/tr&gt;
			&lt;tr&gt;
					&lt;td&gt;🌏 &lt;a class=&#34;link&#34; href=&#34;marketing/marketing-cross-border-ecommerce.md&#34; &gt;Cross-Border E-Commerce Specialist&lt;/a&gt;&lt;/td&gt;
					&lt;td&gt;Amazon, Shopee, Lazada, cross-border fulfillment&lt;/td&gt;
					&lt;td&gt;Full-funnel cross-border e-commerce strategy&lt;/td&gt;
			&lt;/tr&gt;
			&lt;tr&gt;
					&lt;td&gt;🎵 &lt;a class=&#34;link&#34; href=&#34;marketing/marketing-douyin-strategist.md&#34; &gt;Douyin Strategist&lt;/a&gt;&lt;/td&gt;
					&lt;td&gt;Douyin platform, short-video marketing, algorithm&lt;/td&gt;
					&lt;td&gt;Growing audiences on China&amp;rsquo;s leading short-video platform&lt;/td&gt;
			&lt;/tr&gt;
			&lt;tr&gt;
					&lt;td&gt;🎙️ &lt;a class=&#34;link&#34; href=&#34;marketing/marketing-livestream-commerce-coach.md&#34; &gt;Livestream Commerce Coach&lt;/a&gt;&lt;/td&gt;
					&lt;td&gt;Host training, live room optimization, conversion&lt;/td&gt;
					&lt;td&gt;Building high-performing livestream e-commerce operations&lt;/td&gt;
			&lt;/tr&gt;
			&lt;tr&gt;
					&lt;td&gt;🎧 &lt;a class=&#34;link&#34; href=&#34;marketing/marketing-podcast-strategist.md&#34; &gt;Podcast Strategist&lt;/a&gt;&lt;/td&gt;
					&lt;td&gt;Podcast content strategy, platform optimization&lt;/td&gt;
					&lt;td&gt;Chinese podcast market strategy and operations&lt;/td&gt;
			&lt;/tr&gt;
			&lt;tr&gt;
					&lt;td&gt;🔒 &lt;a class=&#34;link&#34; href=&#34;marketing/marketing-private-domain-operator.md&#34; &gt;Private Domain Operator&lt;/a&gt;&lt;/td&gt;
					&lt;td&gt;WeCom, private traffic, community operations&lt;/td&gt;
					&lt;td&gt;Building enterprise WeChat private domain ecosystems&lt;/td&gt;
			&lt;/tr&gt;
			&lt;tr&gt;
					&lt;td&gt;🎬 &lt;a class=&#34;link&#34; href=&#34;marketing/marketing-short-video-editing-coach.md&#34; &gt;Short-Video Editing Coach&lt;/a&gt;&lt;/td&gt;
					&lt;td&gt;Post-production, editing workflows, platform specs&lt;/td&gt;
					&lt;td&gt;Hands-on short-video editing training and optimization&lt;/td&gt;
			&lt;/tr&gt;
			&lt;tr&gt;
					&lt;td&gt;🔥 &lt;a class=&#34;link&#34; href=&#34;marketing/marketing-weibo-strategist.md&#34; &gt;Weibo Strategist&lt;/a&gt;&lt;/td&gt;
					&lt;td&gt;Sina Weibo, trending topics, fan engagement&lt;/td&gt;
					&lt;td&gt;Full-spectrum Weibo operations and growth&lt;/td&gt;
			&lt;/tr&gt;
			&lt;tr&gt;
					&lt;td&gt;🎙️ &lt;a class=&#34;link&#34; href=&#34;marketing/marketing-global-podcast-strategist.md&#34; &gt;Global Podcast Strategist&lt;/a&gt;&lt;/td&gt;
					&lt;td&gt;Show positioning, audience growth, monetisation&lt;/td&gt;
					&lt;td&gt;Podcast launch, platform algorithms, sponsorship, community building&lt;/td&gt;
			&lt;/tr&gt;
			&lt;tr&gt;
					&lt;td&gt;🔮 &lt;a class=&#34;link&#34; href=&#34;marketing/marketing-ai-citation-strategist.md&#34; &gt;AI Citation Strategist&lt;/a&gt;&lt;/td&gt;
					&lt;td&gt;AEO/GEO, AI recommendation visibility, citation auditing&lt;/td&gt;
					&lt;td&gt;Improving brand visibility across ChatGPT, Claude, Gemini, Perplexity&lt;/td&gt;
			&lt;/tr&gt;
			&lt;tr&gt;
					&lt;td&gt;🇨🇳 &lt;a class=&#34;link&#34; href=&#34;marketing/marketing-china-market-localization-strategist.md&#34; &gt;China Market Localization Strategist&lt;/a&gt;&lt;/td&gt;
					&lt;td&gt;Full-stack China market localization, Douyin/Xiaohongshu/WeChat GTM&lt;/td&gt;
					&lt;td&gt;Turning trend signals into executable China go-to-market strategies&lt;/td&gt;
			&lt;/tr&gt;
			&lt;tr&gt;
					&lt;td&gt;🎬 &lt;a class=&#34;link&#34; href=&#34;marketing/marketing-video-optimization-specialist.md&#34; &gt;Video Optimization Specialist&lt;/a&gt;&lt;/td&gt;
					&lt;td&gt;YouTube algorithm strategy, chaptering, thumbnail concepts&lt;/td&gt;
					&lt;td&gt;YouTube channel growth, video SEO, audience retention optimization&lt;/td&gt;
			&lt;/tr&gt;
			&lt;tr&gt;
					&lt;td&gt;🏗️ &lt;a class=&#34;link&#34; href=&#34;marketing/marketing-aeo-foundations.md&#34; &gt;AEO Foundations Architect&lt;/a&gt;&lt;/td&gt;
					&lt;td&gt;AI Engine Optimization infrastructure&lt;/td&gt;
					&lt;td&gt;llms.txt, AI-aware robots.txt, agent discovery files&lt;/td&gt;
			&lt;/tr&gt;
			&lt;tr&gt;
					&lt;td&gt;🤖 &lt;a class=&#34;link&#34; href=&#34;marketing/marketing-agentic-search-optimizer.md&#34; &gt;Agentic Search Optimizer&lt;/a&gt;&lt;/td&gt;
					&lt;td&gt;WebMCP &amp;amp; agentic task completion&lt;/td&gt;
					&lt;td&gt;Making sites usable by AI browsing agents&lt;/td&gt;
			&lt;/tr&gt;
			&lt;tr&gt;
					&lt;td&gt;📧 &lt;a class=&#34;link&#34; href=&#34;marketing/marketing-email-strategist.md&#34; &gt;Email Marketing Strategist&lt;/a&gt;&lt;/td&gt;
					&lt;td&gt;Lifecycle email &amp;amp; deliverability&lt;/td&gt;
					&lt;td&gt;CRM campaigns, automation, segmentation&lt;/td&gt;
			&lt;/tr&gt;
			&lt;tr&gt;
					&lt;td&gt;📡 &lt;a class=&#34;link&#34; href=&#34;marketing/marketing-multi-platform-publisher.md&#34; &gt;Multi-Platform Publisher&lt;/a&gt;&lt;/td&gt;
					&lt;td&gt;One-click Chinese multi-platform publishing&lt;/td&gt;
					&lt;td&gt;Routing one article to 知乎/小红书/CSDN/B站/公众号/掘金&lt;/td&gt;
			&lt;/tr&gt;
			&lt;tr&gt;
					&lt;td&gt;📣 &lt;a class=&#34;link&#34; href=&#34;marketing/marketing-pr-communications-manager.md&#34; &gt;PR &amp;amp; Communications Manager&lt;/a&gt;&lt;/td&gt;
					&lt;td&gt;PR, media relations &amp;amp; crisis comms&lt;/td&gt;
					&lt;td&gt;Press releases, thought leadership, reputation&lt;/td&gt;
			&lt;/tr&gt;
	&lt;/tbody&gt;
&lt;/table&gt;
&lt;h3 id=&#34;-product-division&#34;&gt;📊 Product Division
&lt;/h3&gt;&lt;p&gt;Building the right thing at the right time.&lt;/p&gt;
&lt;table&gt;
	&lt;thead&gt;
			&lt;tr&gt;
					&lt;th&gt;Agent&lt;/th&gt;
					&lt;th&gt;Specialty&lt;/th&gt;
					&lt;th&gt;When to Use&lt;/th&gt;
			&lt;/tr&gt;
	&lt;/thead&gt;
	&lt;tbody&gt;
			&lt;tr&gt;
					&lt;td&gt;🎯 &lt;a class=&#34;link&#34; href=&#34;product/product-sprint-prioritizer.md&#34; &gt;Sprint Prioritizer&lt;/a&gt;&lt;/td&gt;
					&lt;td&gt;Agile planning, feature prioritization&lt;/td&gt;
					&lt;td&gt;Sprint planning, resource allocation, backlog management&lt;/td&gt;
			&lt;/tr&gt;
			&lt;tr&gt;
					&lt;td&gt;🔍 &lt;a class=&#34;link&#34; href=&#34;product/product-trend-researcher.md&#34; &gt;Trend Researcher&lt;/a&gt;&lt;/td&gt;
					&lt;td&gt;Market intelligence, competitive analysis&lt;/td&gt;
					&lt;td&gt;Market research, opportunity assessment, trend identification&lt;/td&gt;
			&lt;/tr&gt;
			&lt;tr&gt;
					&lt;td&gt;💬 &lt;a class=&#34;link&#34; href=&#34;product/product-feedback-synthesizer.md&#34; &gt;Feedback Synthesizer&lt;/a&gt;&lt;/td&gt;
					&lt;td&gt;User feedback analysis, insights extraction&lt;/td&gt;
					&lt;td&gt;Feedback analysis, user insights, product priorities&lt;/td&gt;
			&lt;/tr&gt;
			&lt;tr&gt;
					&lt;td&gt;🧠 &lt;a class=&#34;link&#34; href=&#34;product/product-behavioral-nudge-engine.md&#34; &gt;Behavioral Nudge Engine&lt;/a&gt;&lt;/td&gt;
					&lt;td&gt;Behavioral psychology, nudge design, engagement&lt;/td&gt;
					&lt;td&gt;Maximizing user motivation through behavioral science&lt;/td&gt;
			&lt;/tr&gt;
			&lt;tr&gt;
					&lt;td&gt;🧭 &lt;a class=&#34;link&#34; href=&#34;product/product-manager.md&#34; &gt;Product Manager&lt;/a&gt;&lt;/td&gt;
					&lt;td&gt;Full lifecycle product ownership&lt;/td&gt;
					&lt;td&gt;Discovery, PRDs, roadmap planning, GTM, outcome measurement&lt;/td&gt;
			&lt;/tr&gt;
	&lt;/tbody&gt;
&lt;/table&gt;
&lt;h3 id=&#34;-project-management-division&#34;&gt;🎬 Project Management Division
&lt;/h3&gt;&lt;p&gt;Keeping the trains running on time (and under budget).&lt;/p&gt;
&lt;table&gt;
	&lt;thead&gt;
			&lt;tr&gt;
					&lt;th&gt;Agent&lt;/th&gt;
					&lt;th&gt;Specialty&lt;/th&gt;
					&lt;th&gt;When to Use&lt;/th&gt;
			&lt;/tr&gt;
	&lt;/thead&gt;
	&lt;tbody&gt;
			&lt;tr&gt;
					&lt;td&gt;🎬 &lt;a class=&#34;link&#34; href=&#34;project-management/project-management-studio-producer.md&#34; &gt;Studio Producer&lt;/a&gt;&lt;/td&gt;
					&lt;td&gt;High-level orchestration, portfolio management&lt;/td&gt;
					&lt;td&gt;Multi-project oversight, strategic alignment, resource allocation&lt;/td&gt;
			&lt;/tr&gt;
			&lt;tr&gt;
					&lt;td&gt;🐑 &lt;a class=&#34;link&#34; href=&#34;project-management/project-management-project-shepherd.md&#34; &gt;Project Shepherd&lt;/a&gt;&lt;/td&gt;
					&lt;td&gt;Cross-functional coordination, timeline management&lt;/td&gt;
					&lt;td&gt;End-to-end project coordination, stakeholder management&lt;/td&gt;
			&lt;/tr&gt;
			&lt;tr&gt;
					&lt;td&gt;⚙️ &lt;a class=&#34;link&#34; href=&#34;project-management/project-management-studio-operations.md&#34; &gt;Studio Operations&lt;/a&gt;&lt;/td&gt;
					&lt;td&gt;Day-to-day efficiency, process optimization&lt;/td&gt;
					&lt;td&gt;Operational excellence, team support, productivity&lt;/td&gt;
			&lt;/tr&gt;
			&lt;tr&gt;
					&lt;td&gt;🧪 &lt;a class=&#34;link&#34; href=&#34;project-management/project-management-experiment-tracker.md&#34; &gt;Experiment Tracker&lt;/a&gt;&lt;/td&gt;
					&lt;td&gt;A/B tests, hypothesis validation&lt;/td&gt;
					&lt;td&gt;Experiment management, data-driven decisions, testing&lt;/td&gt;
			&lt;/tr&gt;
			&lt;tr&gt;
					&lt;td&gt;👔 &lt;a class=&#34;link&#34; href=&#34;project-management/project-manager-senior.md&#34; &gt;Senior Project Manager&lt;/a&gt;&lt;/td&gt;
					&lt;td&gt;Realistic scoping, task conversion&lt;/td&gt;
					&lt;td&gt;Converting specs to tasks, scope management&lt;/td&gt;
			&lt;/tr&gt;
			&lt;tr&gt;
					&lt;td&gt;📋 &lt;a class=&#34;link&#34; href=&#34;project-management/project-management-jira-workflow-steward.md&#34; &gt;Jira Workflow Steward&lt;/a&gt;&lt;/td&gt;
					&lt;td&gt;Git workflow, branch strategy, traceability&lt;/td&gt;
					&lt;td&gt;Enforcing Jira-linked Git discipline and delivery&lt;/td&gt;
			&lt;/tr&gt;
			&lt;tr&gt;
					&lt;td&gt;📋 &lt;a class=&#34;link&#34; href=&#34;project-management/project-management-meeting-notes-specialist.md&#34; &gt;Meeting Notes Specialist&lt;/a&gt;&lt;/td&gt;
					&lt;td&gt;Structured meeting summaries&lt;/td&gt;
					&lt;td&gt;Extracting decisions, action items, open questions&lt;/td&gt;
			&lt;/tr&gt;
	&lt;/tbody&gt;
&lt;/table&gt;
&lt;h3 id=&#34;-testing-division&#34;&gt;🧪 Testing Division
&lt;/h3&gt;&lt;p&gt;Breaking things so users don&amp;rsquo;t have to.&lt;/p&gt;
&lt;table&gt;
	&lt;thead&gt;
			&lt;tr&gt;
					&lt;th&gt;Agent&lt;/th&gt;
					&lt;th&gt;Specialty&lt;/th&gt;
					&lt;th&gt;When to Use&lt;/th&gt;
			&lt;/tr&gt;
	&lt;/thead&gt;
	&lt;tbody&gt;
			&lt;tr&gt;
					&lt;td&gt;📸 &lt;a class=&#34;link&#34; href=&#34;testing/testing-evidence-collector.md&#34; &gt;Evidence Collector&lt;/a&gt;&lt;/td&gt;
					&lt;td&gt;Screenshot-based QA, visual proof&lt;/td&gt;
					&lt;td&gt;UI testing, visual verification, bug documentation&lt;/td&gt;
			&lt;/tr&gt;
			&lt;tr&gt;
					&lt;td&gt;🔍 &lt;a class=&#34;link&#34; href=&#34;testing/testing-reality-checker.md&#34; &gt;Reality Checker&lt;/a&gt;&lt;/td&gt;
					&lt;td&gt;Evidence-based certification, quality gates&lt;/td&gt;
					&lt;td&gt;Production readiness, quality approval, release certification&lt;/td&gt;
			&lt;/tr&gt;
			&lt;tr&gt;
					&lt;td&gt;📊 &lt;a class=&#34;link&#34; href=&#34;testing/testing-test-results-analyzer.md&#34; &gt;Test Results Analyzer&lt;/a&gt;&lt;/td&gt;
					&lt;td&gt;Test evaluation, metrics analysis&lt;/td&gt;
					&lt;td&gt;Test output analysis, quality insights, coverage reporting&lt;/td&gt;
			&lt;/tr&gt;
			&lt;tr&gt;
					&lt;td&gt;⚡ &lt;a class=&#34;link&#34; href=&#34;testing/testing-performance-benchmarker.md&#34; &gt;Performance Benchmarker&lt;/a&gt;&lt;/td&gt;
					&lt;td&gt;Performance testing, optimization&lt;/td&gt;
					&lt;td&gt;Speed testing, load testing, performance tuning&lt;/td&gt;
			&lt;/tr&gt;
			&lt;tr&gt;
					&lt;td&gt;🔌 &lt;a class=&#34;link&#34; href=&#34;testing/testing-api-tester.md&#34; &gt;API Tester&lt;/a&gt;&lt;/td&gt;
					&lt;td&gt;API validation, integration testing&lt;/td&gt;
					&lt;td&gt;API testing, endpoint verification, integration QA&lt;/td&gt;
			&lt;/tr&gt;
			&lt;tr&gt;
					&lt;td&gt;🛠️ &lt;a class=&#34;link&#34; href=&#34;testing/testing-tool-evaluator.md&#34; &gt;Tool Evaluator&lt;/a&gt;&lt;/td&gt;
					&lt;td&gt;Technology assessment, tool selection&lt;/td&gt;
					&lt;td&gt;Evaluating tools, software recommendations, tech decisions&lt;/td&gt;
			&lt;/tr&gt;
			&lt;tr&gt;
					&lt;td&gt;🔄 &lt;a class=&#34;link&#34; href=&#34;testing/testing-workflow-optimizer.md&#34; &gt;Workflow Optimizer&lt;/a&gt;&lt;/td&gt;
					&lt;td&gt;Process analysis, workflow improvement&lt;/td&gt;
					&lt;td&gt;Process optimization, efficiency gains, automation opportunities&lt;/td&gt;
			&lt;/tr&gt;
			&lt;tr&gt;
					&lt;td&gt;♿ &lt;a class=&#34;link&#34; href=&#34;testing/testing-accessibility-auditor.md&#34; &gt;Accessibility Auditor&lt;/a&gt;&lt;/td&gt;
					&lt;td&gt;WCAG auditing, assistive technology testing&lt;/td&gt;
					&lt;td&gt;Accessibility compliance, screen reader testing, inclusive design verification&lt;/td&gt;
			&lt;/tr&gt;
	&lt;/tbody&gt;
&lt;/table&gt;
&lt;h3 id=&#34;-security-division&#34;&gt;🔒 Security Division
&lt;/h3&gt;&lt;p&gt;Defending the stack — from secure-by-design architecture to breach response.&lt;/p&gt;
&lt;table&gt;
	&lt;thead&gt;
			&lt;tr&gt;
					&lt;th&gt;Agent&lt;/th&gt;
					&lt;th&gt;Specialty&lt;/th&gt;
					&lt;th&gt;When to Use&lt;/th&gt;
			&lt;/tr&gt;
	&lt;/thead&gt;
	&lt;tbody&gt;
			&lt;tr&gt;
					&lt;td&gt;🛡️ &lt;a class=&#34;link&#34; href=&#34;security/security-architect.md&#34; &gt;Security Architect&lt;/a&gt;&lt;/td&gt;
					&lt;td&gt;Threat modeling, secure-by-design, trust boundaries&lt;/td&gt;
					&lt;td&gt;System security models, architecture reviews, defense-in-depth&lt;/td&gt;
			&lt;/tr&gt;
			&lt;tr&gt;
					&lt;td&gt;🔐 &lt;a class=&#34;link&#34; href=&#34;security/security-appsec-engineer.md&#34; &gt;Application Security Engineer&lt;/a&gt;&lt;/td&gt;
					&lt;td&gt;SDLC security, SAST/DAST, secure code review&lt;/td&gt;
					&lt;td&gt;Securing the dev lifecycle, code-level vulnerabilities&lt;/td&gt;
			&lt;/tr&gt;
			&lt;tr&gt;
					&lt;td&gt;🗡️ &lt;a class=&#34;link&#34; href=&#34;security/security-penetration-tester.md&#34; &gt;Penetration Tester&lt;/a&gt;&lt;/td&gt;
					&lt;td&gt;Authorized pentests, red team ops, exploitation&lt;/td&gt;
					&lt;td&gt;Finding exploitable weaknesses before attackers do&lt;/td&gt;
			&lt;/tr&gt;
			&lt;tr&gt;
					&lt;td&gt;☁️ &lt;a class=&#34;link&#34; href=&#34;security/security-cloud-security-architect.md&#34; &gt;Cloud Security Architect&lt;/a&gt;&lt;/td&gt;
					&lt;td&gt;Zero trust, cloud-native defense-in-depth&lt;/td&gt;
					&lt;td&gt;Securing cloud infrastructure and architectures&lt;/td&gt;
			&lt;/tr&gt;
			&lt;tr&gt;
					&lt;td&gt;🚨 &lt;a class=&#34;link&#34; href=&#34;security/security-incident-responder.md&#34; &gt;Incident Responder&lt;/a&gt;&lt;/td&gt;
					&lt;td&gt;DFIR, breach investigation, threat containment&lt;/td&gt;
					&lt;td&gt;Active breaches, forensics, crisis response&lt;/td&gt;
			&lt;/tr&gt;
			&lt;tr&gt;
					&lt;td&gt;🔍 &lt;a class=&#34;link&#34; href=&#34;security/security-threat-intelligence-analyst.md&#34; &gt;Threat Intelligence Analyst&lt;/a&gt;&lt;/td&gt;
					&lt;td&gt;Adversary tracking, campaign mapping, ATT&amp;amp;CK&lt;/td&gt;
					&lt;td&gt;Understanding who&amp;rsquo;s attacking and how&lt;/td&gt;
			&lt;/tr&gt;
			&lt;tr&gt;
					&lt;td&gt;🎯 &lt;a class=&#34;link&#34; href=&#34;security/security-threat-detection-engineer.md&#34; &gt;Threat Detection Engineer&lt;/a&gt;&lt;/td&gt;
					&lt;td&gt;SIEM rules, threat hunting, ATT&amp;amp;CK mapping&lt;/td&gt;
					&lt;td&gt;Building detection layers and threat hunting&lt;/td&gt;
			&lt;/tr&gt;
			&lt;tr&gt;
					&lt;td&gt;🛡️ &lt;a class=&#34;link&#34; href=&#34;security/security-senior-secops.md&#34; &gt;Senior SecOps Engineer&lt;/a&gt;&lt;/td&gt;
					&lt;td&gt;Secrets scanning, secure-by-default submissions&lt;/td&gt;
					&lt;td&gt;Defensive code-level security on every change&lt;/td&gt;
			&lt;/tr&gt;
			&lt;tr&gt;
					&lt;td&gt;📋 &lt;a class=&#34;link&#34; href=&#34;security/security-compliance-auditor.md&#34; &gt;Compliance Auditor&lt;/a&gt;&lt;/td&gt;
					&lt;td&gt;SOC 2, ISO 27001, HIPAA, PCI-DSS&lt;/td&gt;
					&lt;td&gt;Guiding organizations through compliance certification&lt;/td&gt;
			&lt;/tr&gt;
			&lt;tr&gt;
					&lt;td&gt;🛡️ &lt;a class=&#34;link&#34; href=&#34;security/security-blockchain-security-auditor.md&#34; &gt;Blockchain Security Auditor&lt;/a&gt;&lt;/td&gt;
					&lt;td&gt;Smart contract audits, exploit analysis&lt;/td&gt;
					&lt;td&gt;Finding vulnerabilities in contracts before deployment&lt;/td&gt;
			&lt;/tr&gt;
	&lt;/tbody&gt;
&lt;/table&gt;
&lt;h3 id=&#34;-support-division&#34;&gt;🛟 Support Division
&lt;/h3&gt;&lt;p&gt;The backbone of the operation.&lt;/p&gt;
&lt;table&gt;
	&lt;thead&gt;
			&lt;tr&gt;
					&lt;th&gt;Agent&lt;/th&gt;
					&lt;th&gt;Specialty&lt;/th&gt;
					&lt;th&gt;When to Use&lt;/th&gt;
			&lt;/tr&gt;
	&lt;/thead&gt;
	&lt;tbody&gt;
			&lt;tr&gt;
					&lt;td&gt;💬 &lt;a class=&#34;link&#34; href=&#34;support/support-support-responder.md&#34; &gt;Support Responder&lt;/a&gt;&lt;/td&gt;
					&lt;td&gt;Customer service, issue resolution&lt;/td&gt;
					&lt;td&gt;Customer support, user experience, support operations&lt;/td&gt;
			&lt;/tr&gt;
			&lt;tr&gt;
					&lt;td&gt;📊 &lt;a class=&#34;link&#34; href=&#34;support/support-analytics-reporter.md&#34; &gt;Analytics Reporter&lt;/a&gt;&lt;/td&gt;
					&lt;td&gt;Data analysis, dashboards, insights&lt;/td&gt;
					&lt;td&gt;Business intelligence, KPI tracking, data visualization&lt;/td&gt;
			&lt;/tr&gt;
			&lt;tr&gt;
					&lt;td&gt;💰 &lt;a class=&#34;link&#34; href=&#34;support/support-finance-tracker.md&#34; &gt;Finance Tracker&lt;/a&gt;&lt;/td&gt;
					&lt;td&gt;Financial planning, budget management&lt;/td&gt;
					&lt;td&gt;Financial analysis, cash flow, business performance&lt;/td&gt;
			&lt;/tr&gt;
			&lt;tr&gt;
					&lt;td&gt;🏗️ &lt;a class=&#34;link&#34; href=&#34;support/support-infrastructure-maintainer.md&#34; &gt;Infrastructure Maintainer&lt;/a&gt;&lt;/td&gt;
					&lt;td&gt;System reliability, performance optimization&lt;/td&gt;
					&lt;td&gt;Infrastructure management, system operations, monitoring&lt;/td&gt;
			&lt;/tr&gt;
			&lt;tr&gt;
					&lt;td&gt;⚖️ &lt;a class=&#34;link&#34; href=&#34;support/support-legal-compliance-checker.md&#34; &gt;Legal Compliance Checker&lt;/a&gt;&lt;/td&gt;
					&lt;td&gt;Compliance, regulations, legal review&lt;/td&gt;
					&lt;td&gt;Legal compliance, regulatory requirements, risk management&lt;/td&gt;
			&lt;/tr&gt;
			&lt;tr&gt;
					&lt;td&gt;📑 &lt;a class=&#34;link&#34; href=&#34;support/support-executive-summary-generator.md&#34; &gt;Executive Summary Generator&lt;/a&gt;&lt;/td&gt;
					&lt;td&gt;C-suite communication, strategic summaries&lt;/td&gt;
					&lt;td&gt;Executive reporting, strategic communication, decision support&lt;/td&gt;
			&lt;/tr&gt;
	&lt;/tbody&gt;
&lt;/table&gt;
&lt;h3 id=&#34;-spatial-computing-division&#34;&gt;🥽 Spatial Computing Division
&lt;/h3&gt;&lt;p&gt;Building the immersive future.&lt;/p&gt;
&lt;table&gt;
	&lt;thead&gt;
			&lt;tr&gt;
					&lt;th&gt;Agent&lt;/th&gt;
					&lt;th&gt;Specialty&lt;/th&gt;
					&lt;th&gt;When to Use&lt;/th&gt;
			&lt;/tr&gt;
	&lt;/thead&gt;
	&lt;tbody&gt;
			&lt;tr&gt;
					&lt;td&gt;🏗️ &lt;a class=&#34;link&#34; href=&#34;spatial-computing/xr-interface-architect.md&#34; &gt;XR Interface Architect&lt;/a&gt;&lt;/td&gt;
					&lt;td&gt;Spatial interaction design, immersive UX&lt;/td&gt;
					&lt;td&gt;AR/VR/XR interface design, spatial computing UX&lt;/td&gt;
			&lt;/tr&gt;
			&lt;tr&gt;
					&lt;td&gt;💻 &lt;a class=&#34;link&#34; href=&#34;spatial-computing/macos-spatial-metal-engineer.md&#34; &gt;macOS Spatial/Metal Engineer&lt;/a&gt;&lt;/td&gt;
					&lt;td&gt;Swift, Metal, high-performance 3D&lt;/td&gt;
					&lt;td&gt;macOS spatial computing, Vision Pro native apps&lt;/td&gt;
			&lt;/tr&gt;
			&lt;tr&gt;
					&lt;td&gt;🌐 &lt;a class=&#34;link&#34; href=&#34;spatial-computing/xr-immersive-developer.md&#34; &gt;XR Immersive Developer&lt;/a&gt;&lt;/td&gt;
					&lt;td&gt;WebXR, browser-based AR/VR&lt;/td&gt;
					&lt;td&gt;Browser-based immersive experiences, WebXR apps&lt;/td&gt;
			&lt;/tr&gt;
			&lt;tr&gt;
					&lt;td&gt;🎮 &lt;a class=&#34;link&#34; href=&#34;spatial-computing/xr-cockpit-interaction-specialist.md&#34; &gt;XR Cockpit Interaction Specialist&lt;/a&gt;&lt;/td&gt;
					&lt;td&gt;Cockpit-based controls, immersive systems&lt;/td&gt;
					&lt;td&gt;Cockpit control systems, immersive control interfaces&lt;/td&gt;
			&lt;/tr&gt;
			&lt;tr&gt;
					&lt;td&gt;🍎 &lt;a class=&#34;link&#34; href=&#34;spatial-computing/visionos-spatial-engineer.md&#34; &gt;visionOS Spatial Engineer&lt;/a&gt;&lt;/td&gt;
					&lt;td&gt;Apple Vision Pro development&lt;/td&gt;
					&lt;td&gt;Vision Pro apps, spatial computing experiences&lt;/td&gt;
			&lt;/tr&gt;
			&lt;tr&gt;
					&lt;td&gt;🔌 &lt;a class=&#34;link&#34; href=&#34;spatial-computing/terminal-integration-specialist.md&#34; &gt;Terminal Integration Specialist&lt;/a&gt;&lt;/td&gt;
					&lt;td&gt;Terminal integration, command-line tools&lt;/td&gt;
					&lt;td&gt;CLI tools, terminal workflows, developer tools&lt;/td&gt;
			&lt;/tr&gt;
	&lt;/tbody&gt;
&lt;/table&gt;
&lt;h3 id=&#34;-specialized-division&#34;&gt;🎯 Specialized Division
&lt;/h3&gt;&lt;p&gt;The unique specialists who don&amp;rsquo;t fit in a box.&lt;/p&gt;
&lt;table&gt;
	&lt;thead&gt;
			&lt;tr&gt;
					&lt;th&gt;Agent&lt;/th&gt;
					&lt;th&gt;Specialty&lt;/th&gt;
					&lt;th&gt;When to Use&lt;/th&gt;
			&lt;/tr&gt;
	&lt;/thead&gt;
	&lt;tbody&gt;
			&lt;tr&gt;
					&lt;td&gt;🎭 &lt;a class=&#34;link&#34; href=&#34;specialized/agents-orchestrator.md&#34; &gt;Agents Orchestrator&lt;/a&gt;&lt;/td&gt;
					&lt;td&gt;Multi-agent coordination, workflow management&lt;/td&gt;
					&lt;td&gt;Complex projects requiring multiple agent coordination&lt;/td&gt;
			&lt;/tr&gt;
			&lt;tr&gt;
					&lt;td&gt;🔍 &lt;a class=&#34;link&#34; href=&#34;specialized/lsp-index-engineer.md&#34; &gt;LSP/Index Engineer&lt;/a&gt;&lt;/td&gt;
					&lt;td&gt;Language Server Protocol, code intelligence&lt;/td&gt;
					&lt;td&gt;Code intelligence systems, LSP implementation, semantic indexing&lt;/td&gt;
			&lt;/tr&gt;
			&lt;tr&gt;
					&lt;td&gt;📥 &lt;a class=&#34;link&#34; href=&#34;specialized/sales-data-extraction-agent.md&#34; &gt;Sales Data Extraction Agent&lt;/a&gt;&lt;/td&gt;
					&lt;td&gt;Excel monitoring, sales metric extraction&lt;/td&gt;
					&lt;td&gt;Sales data ingestion, MTD/YTD/Year End metrics&lt;/td&gt;
			&lt;/tr&gt;
			&lt;tr&gt;
					&lt;td&gt;📈 &lt;a class=&#34;link&#34; href=&#34;specialized/data-consolidation-agent.md&#34; &gt;Data Consolidation Agent&lt;/a&gt;&lt;/td&gt;
					&lt;td&gt;Sales data aggregation, dashboard reports&lt;/td&gt;
					&lt;td&gt;Territory summaries, rep performance, pipeline snapshots&lt;/td&gt;
			&lt;/tr&gt;
			&lt;tr&gt;
					&lt;td&gt;📬 &lt;a class=&#34;link&#34; href=&#34;specialized/report-distribution-agent.md&#34; &gt;Report Distribution Agent&lt;/a&gt;&lt;/td&gt;
					&lt;td&gt;Automated report delivery&lt;/td&gt;
					&lt;td&gt;Territory-based report distribution, scheduled sends&lt;/td&gt;
			&lt;/tr&gt;
			&lt;tr&gt;
					&lt;td&gt;🔐 &lt;a class=&#34;link&#34; href=&#34;specialized/agentic-identity-trust.md&#34; &gt;Agentic Identity &amp;amp; Trust Architect&lt;/a&gt;&lt;/td&gt;
					&lt;td&gt;Agent identity, authentication, trust verification&lt;/td&gt;
					&lt;td&gt;Multi-agent identity systems, agent authorization, audit trails&lt;/td&gt;
			&lt;/tr&gt;
			&lt;tr&gt;
					&lt;td&gt;🔗 &lt;a class=&#34;link&#34; href=&#34;specialized/identity-graph-operator.md&#34; &gt;Identity Graph Operator&lt;/a&gt;&lt;/td&gt;
					&lt;td&gt;Shared identity resolution for multi-agent systems&lt;/td&gt;
					&lt;td&gt;Entity deduplication, merge proposals, cross-agent identity consistency&lt;/td&gt;
			&lt;/tr&gt;
			&lt;tr&gt;
					&lt;td&gt;💸 &lt;a class=&#34;link&#34; href=&#34;specialized/accounts-payable-agent.md&#34; &gt;Accounts Payable Agent&lt;/a&gt;&lt;/td&gt;
					&lt;td&gt;Payment processing, vendor management, audit&lt;/td&gt;
					&lt;td&gt;Autonomous payment execution across crypto, fiat, stablecoins&lt;/td&gt;
			&lt;/tr&gt;
			&lt;tr&gt;
					&lt;td&gt;🌍 &lt;a class=&#34;link&#34; href=&#34;specialized/specialized-cultural-intelligence-strategist.md&#34; &gt;Cultural Intelligence Strategist&lt;/a&gt;&lt;/td&gt;
					&lt;td&gt;Global UX, representation, cultural exclusion&lt;/td&gt;
					&lt;td&gt;Ensuring software resonates across cultures&lt;/td&gt;
			&lt;/tr&gt;
			&lt;tr&gt;
					&lt;td&gt;🗣️ &lt;a class=&#34;link&#34; href=&#34;specialized/specialized-developer-advocate.md&#34; &gt;Developer Advocate&lt;/a&gt;&lt;/td&gt;
					&lt;td&gt;Community building, DX, developer content&lt;/td&gt;
					&lt;td&gt;Bridging product and developer community&lt;/td&gt;
			&lt;/tr&gt;
			&lt;tr&gt;
					&lt;td&gt;🔬 &lt;a class=&#34;link&#34; href=&#34;specialized/specialized-model-qa.md&#34; &gt;Model QA Specialist&lt;/a&gt;&lt;/td&gt;
					&lt;td&gt;ML audits, feature analysis, interpretability&lt;/td&gt;
					&lt;td&gt;End-to-end QA for machine learning models&lt;/td&gt;
			&lt;/tr&gt;
			&lt;tr&gt;
					&lt;td&gt;🗃️ &lt;a class=&#34;link&#34; href=&#34;specialized/zk-steward.md&#34; &gt;ZK Steward&lt;/a&gt;&lt;/td&gt;
					&lt;td&gt;Knowledge management, Zettelkasten, notes&lt;/td&gt;
					&lt;td&gt;Building connected, validated knowledge bases&lt;/td&gt;
			&lt;/tr&gt;
			&lt;tr&gt;
					&lt;td&gt;🔌 &lt;a class=&#34;link&#34; href=&#34;specialized/specialized-mcp-builder.md&#34; &gt;MCP Builder&lt;/a&gt;&lt;/td&gt;
					&lt;td&gt;Model Context Protocol servers, AI agent tooling&lt;/td&gt;
					&lt;td&gt;Building MCP servers that extend AI agent capabilities&lt;/td&gt;
			&lt;/tr&gt;
			&lt;tr&gt;
					&lt;td&gt;📄 &lt;a class=&#34;link&#34; href=&#34;specialized/specialized-document-generator.md&#34; &gt;Document Generator&lt;/a&gt;&lt;/td&gt;
					&lt;td&gt;PDF, PPTX, DOCX, XLSX generation from code&lt;/td&gt;
					&lt;td&gt;Professional document creation, reports, data visualization&lt;/td&gt;
			&lt;/tr&gt;
			&lt;tr&gt;
					&lt;td&gt;⚙️ &lt;a class=&#34;link&#34; href=&#34;specialized/automation-governance-architect.md&#34; &gt;Automation Governance Architect&lt;/a&gt;&lt;/td&gt;
					&lt;td&gt;Automation governance, n8n, workflow auditing&lt;/td&gt;
					&lt;td&gt;Evaluating and governing business automations at scale&lt;/td&gt;
			&lt;/tr&gt;
			&lt;tr&gt;
					&lt;td&gt;📚 &lt;a class=&#34;link&#34; href=&#34;specialized/corporate-training-designer.md&#34; &gt;Corporate Training Designer&lt;/a&gt;&lt;/td&gt;
					&lt;td&gt;Enterprise training, curriculum development&lt;/td&gt;
					&lt;td&gt;Designing training systems and learning programs&lt;/td&gt;
			&lt;/tr&gt;
			&lt;tr&gt;
					&lt;td&gt;🌱 &lt;a class=&#34;link&#34; href=&#34;specialized/personal-growth-mentor.md&#34; &gt;Personal Growth Mentor&lt;/a&gt;&lt;/td&gt;
					&lt;td&gt;Goal clarity, habit systems, accountability, life strategy&lt;/td&gt;
					&lt;td&gt;Cross-domain personal development without motivational fluff&lt;/td&gt;
			&lt;/tr&gt;
			&lt;tr&gt;
					&lt;td&gt;🏛️ &lt;a class=&#34;link&#34; href=&#34;specialized/government-digital-presales-consultant.md&#34; &gt;Government Digital Presales Consultant&lt;/a&gt;&lt;/td&gt;
					&lt;td&gt;China ToG presales, digital transformation&lt;/td&gt;
					&lt;td&gt;Government digital transformation proposals and bids&lt;/td&gt;
			&lt;/tr&gt;
			&lt;tr&gt;
					&lt;td&gt;⚕️ &lt;a class=&#34;link&#34; href=&#34;specialized/healthcare-marketing-compliance.md&#34; &gt;Healthcare Marketing Compliance&lt;/a&gt;&lt;/td&gt;
					&lt;td&gt;China healthcare advertising compliance&lt;/td&gt;
					&lt;td&gt;Healthcare marketing regulatory compliance&lt;/td&gt;
			&lt;/tr&gt;
			&lt;tr&gt;
					&lt;td&gt;🎯 &lt;a class=&#34;link&#34; href=&#34;specialized/recruitment-specialist.md&#34; &gt;Recruitment Specialist&lt;/a&gt;&lt;/td&gt;
					&lt;td&gt;Talent acquisition, recruiting operations&lt;/td&gt;
					&lt;td&gt;Recruitment strategy, sourcing, and hiring processes&lt;/td&gt;
			&lt;/tr&gt;
			&lt;tr&gt;
					&lt;td&gt;🎓 &lt;a class=&#34;link&#34; href=&#34;specialized/study-abroad-advisor.md&#34; &gt;Study Abroad Advisor&lt;/a&gt;&lt;/td&gt;
					&lt;td&gt;International education, application planning&lt;/td&gt;
					&lt;td&gt;Study abroad planning across US, UK, Canada, Australia&lt;/td&gt;
			&lt;/tr&gt;
			&lt;tr&gt;
					&lt;td&gt;🔗 &lt;a class=&#34;link&#34; href=&#34;specialized/supply-chain-strategist.md&#34; &gt;Supply Chain Strategist&lt;/a&gt;&lt;/td&gt;
					&lt;td&gt;Supply chain management, procurement strategy&lt;/td&gt;
					&lt;td&gt;Supply chain optimization and procurement planning&lt;/td&gt;
			&lt;/tr&gt;
			&lt;tr&gt;
					&lt;td&gt;🗺️ &lt;a class=&#34;link&#34; href=&#34;specialized/specialized-workflow-architect.md&#34; &gt;Workflow Architect&lt;/a&gt;&lt;/td&gt;
					&lt;td&gt;Workflow discovery, mapping, and specification&lt;/td&gt;
					&lt;td&gt;Mapping every path through a system before code is written&lt;/td&gt;
			&lt;/tr&gt;
			&lt;tr&gt;
					&lt;td&gt;☁️ &lt;a class=&#34;link&#34; href=&#34;specialized/specialized-salesforce-architect.md&#34; &gt;Salesforce Architect&lt;/a&gt;&lt;/td&gt;
					&lt;td&gt;Multi-cloud Salesforce design, governor limits, integrations&lt;/td&gt;
					&lt;td&gt;Enterprise Salesforce architecture, org strategy, deployment pipelines&lt;/td&gt;
			&lt;/tr&gt;
			&lt;tr&gt;
					&lt;td&gt;🇫🇷 &lt;a class=&#34;link&#34; href=&#34;specialized/specialized-french-consulting-market.md&#34; &gt;French Consulting Market Navigator&lt;/a&gt;&lt;/td&gt;
					&lt;td&gt;ESN/SI ecosystem, portage salarial, rate positioning&lt;/td&gt;
					&lt;td&gt;Freelance consulting in the French IT market&lt;/td&gt;
			&lt;/tr&gt;
			&lt;tr&gt;
					&lt;td&gt;🇰🇷 &lt;a class=&#34;link&#34; href=&#34;specialized/specialized-korean-business-navigator.md&#34; &gt;Korean Business Navigator&lt;/a&gt;&lt;/td&gt;
					&lt;td&gt;Korean business culture, 품의 process, relationship mechanics&lt;/td&gt;
					&lt;td&gt;Foreign professionals navigating Korean business relationships&lt;/td&gt;
			&lt;/tr&gt;
			&lt;tr&gt;
					&lt;td&gt;🏗️ &lt;a class=&#34;link&#34; href=&#34;specialized/specialized-civil-engineer.md&#34; &gt;Civil Engineer&lt;/a&gt;&lt;/td&gt;
					&lt;td&gt;Structural analysis, geotechnical design, global building codes&lt;/td&gt;
					&lt;td&gt;Multi-standard structural engineering across Eurocode, ACI, AISC, and more&lt;/td&gt;
			&lt;/tr&gt;
			&lt;tr&gt;
					&lt;td&gt;🎧 &lt;a class=&#34;link&#34; href=&#34;specialized/customer-service.md&#34; &gt;Customer Service&lt;/a&gt;&lt;/td&gt;
					&lt;td&gt;Omnichannel support, complaint handling, retention, escalation&lt;/td&gt;
					&lt;td&gt;Any industry customer support — retail, SaaS, hospitality, finance, logistics&lt;/td&gt;
			&lt;/tr&gt;
			&lt;tr&gt;
					&lt;td&gt;🏥 &lt;a class=&#34;link&#34; href=&#34;specialized/healthcare-customer-service.md&#34; &gt;Healthcare Customer Service&lt;/a&gt;&lt;/td&gt;
					&lt;td&gt;HIPAA-aware patient support, billing, insurance, emergency routing&lt;/td&gt;
					&lt;td&gt;Healthcare organizations needing compliant, empathetic patient support&lt;/td&gt;
			&lt;/tr&gt;
			&lt;tr&gt;
					&lt;td&gt;🏨 &lt;a class=&#34;link&#34; href=&#34;specialized/hospitality-guest-services.md&#34; &gt;Hospitality Guest Services&lt;/a&gt;&lt;/td&gt;
					&lt;td&gt;Reservations, concierge, complaint recovery, loyalty, events&lt;/td&gt;
					&lt;td&gt;Hotels, resorts, restaurants, and event venues&lt;/td&gt;
			&lt;/tr&gt;
			&lt;tr&gt;
					&lt;td&gt;🤝 &lt;a class=&#34;link&#34; href=&#34;specialized/hr-onboarding.md&#34; &gt;HR Onboarding&lt;/a&gt;&lt;/td&gt;
					&lt;td&gt;Pre-boarding, compliance, benefits enrollment, 30-60-90 day plans&lt;/td&gt;
					&lt;td&gt;Any company onboarding new hires — from startups to enterprise&lt;/td&gt;
			&lt;/tr&gt;
			&lt;tr&gt;
					&lt;td&gt;🌐 &lt;a class=&#34;link&#34; href=&#34;specialized/language-translator.md&#34; &gt;Language Translator&lt;/a&gt;&lt;/td&gt;
					&lt;td&gt;Spanish ↔ English translation, dialect awareness, cultural context&lt;/td&gt;
					&lt;td&gt;Travel, business, medical, and legal translation needs&lt;/td&gt;
			&lt;/tr&gt;
			&lt;tr&gt;
					&lt;td&gt;⏱️ &lt;a class=&#34;link&#34; href=&#34;specialized/legal-billing-time-tracking.md&#34; &gt;Legal Billing &amp;amp; Time Tracking&lt;/a&gt;&lt;/td&gt;
					&lt;td&gt;Time capture, billing narratives, IOLTA compliance, collections&lt;/td&gt;
					&lt;td&gt;Law firms maximizing revenue recovery and billing accuracy&lt;/td&gt;
			&lt;/tr&gt;
			&lt;tr&gt;
					&lt;td&gt;📋 &lt;a class=&#34;link&#34; href=&#34;specialized/legal-client-intake.md&#34; &gt;Legal Client Intake&lt;/a&gt;&lt;/td&gt;
					&lt;td&gt;Prospect qualification, conflict screening, consultation scheduling&lt;/td&gt;
					&lt;td&gt;Law firms converting inquiries into retained clients&lt;/td&gt;
			&lt;/tr&gt;
			&lt;tr&gt;
					&lt;td&gt;⚖️ &lt;a class=&#34;link&#34; href=&#34;specialized/legal-document-review.md&#34; &gt;Legal Document Review&lt;/a&gt;&lt;/td&gt;
					&lt;td&gt;Contract review, risk flagging, version comparison, compliance&lt;/td&gt;
					&lt;td&gt;Attorney-ready first-pass review across any practice area&lt;/td&gt;
			&lt;/tr&gt;
			&lt;tr&gt;
					&lt;td&gt;🏦 &lt;a class=&#34;link&#34; href=&#34;specialized/loan-officer-assistant.md&#34; &gt;Loan Officer Assistant&lt;/a&gt;&lt;/td&gt;
					&lt;td&gt;Borrower intake, TRID compliance, pipeline tracking, closing coordination&lt;/td&gt;
					&lt;td&gt;Mortgage and consumer lending teams&lt;/td&gt;
			&lt;/tr&gt;
			&lt;tr&gt;
					&lt;td&gt;🏠 &lt;a class=&#34;link&#34; href=&#34;specialized/real-estate-buyer-seller.md&#34; &gt;Real Estate Buyer &amp;amp; Seller&lt;/a&gt;&lt;/td&gt;
					&lt;td&gt;Buyer/seller representation, offers, transaction coordination&lt;/td&gt;
					&lt;td&gt;Residential and investment real estate transactions&lt;/td&gt;
			&lt;/tr&gt;
			&lt;tr&gt;
					&lt;td&gt;🛒 &lt;a class=&#34;link&#34; href=&#34;specialized/retail-customer-returns.md&#34; &gt;Retail Customer Returns&lt;/a&gt;&lt;/td&gt;
					&lt;td&gt;Return processing, fraud prevention, exchanges, vendor returns&lt;/td&gt;
					&lt;td&gt;Brick-and-mortar, e-commerce, and omnichannel retail&lt;/td&gt;
			&lt;/tr&gt;
			&lt;tr&gt;
					&lt;td&gt;♟️ &lt;a class=&#34;link&#34; href=&#34;specialized/business-strategist.md&#34; &gt;Business Strategist&lt;/a&gt;&lt;/td&gt;
					&lt;td&gt;Management-consulting strategy&lt;/td&gt;
					&lt;td&gt;Competitive analysis, market entry, growth planning&lt;/td&gt;
			&lt;/tr&gt;
			&lt;tr&gt;
					&lt;td&gt;🔄 &lt;a class=&#34;link&#34; href=&#34;specialized/change-management-consultant.md&#34; &gt;Change Management Consultant&lt;/a&gt;&lt;/td&gt;
					&lt;td&gt;ADKAR/Kotter/Prosci change&lt;/td&gt;
					&lt;td&gt;Guiding orgs through transformation &amp;amp; adoption&lt;/td&gt;
			&lt;/tr&gt;
			&lt;tr&gt;
					&lt;td&gt;🧭 &lt;a class=&#34;link&#34; href=&#34;specialized/specialized-chief-of-staff.md&#34; &gt;Chief of Staff&lt;/a&gt;&lt;/td&gt;
					&lt;td&gt;Executive coordination&lt;/td&gt;
					&lt;td&gt;Filtering noise, owning processes, routing decisions&lt;/td&gt;
			&lt;/tr&gt;
			&lt;tr&gt;
					&lt;td&gt;🌟 &lt;a class=&#34;link&#34; href=&#34;specialized/customer-success-manager.md&#34; &gt;Customer Success Manager&lt;/a&gt;&lt;/td&gt;
					&lt;td&gt;Onboarding, health &amp;amp; retention&lt;/td&gt;
					&lt;td&gt;QBRs, churn prevention, renewals &amp;amp; expansion&lt;/td&gt;
			&lt;/tr&gt;
			&lt;tr&gt;
					&lt;td&gt;📝 &lt;a class=&#34;link&#34; href=&#34;specialized/grant-writer.md&#34; &gt;Grant Writer&lt;/a&gt;&lt;/td&gt;
					&lt;td&gt;Grant proposals &amp;amp; funding&lt;/td&gt;
					&lt;td&gt;LOIs, proposals, budgets for nonprofits/research&lt;/td&gt;
			&lt;/tr&gt;
			&lt;tr&gt;
					&lt;td&gt;🏥 &lt;a class=&#34;link&#34; href=&#34;specialized/medical-billing-coding-specialist.md&#34; &gt;Medical Billing &amp;amp; Coding Specialist&lt;/a&gt;&lt;/td&gt;
					&lt;td&gt;ICD-10/CPT/HCPCS &amp;amp; revenue cycle&lt;/td&gt;
					&lt;td&gt;Claims, denial management, RCM optimization&lt;/td&gt;
			&lt;/tr&gt;
			&lt;tr&gt;
					&lt;td&gt;💰 &lt;a class=&#34;link&#34; href=&#34;specialized/specialized-pricing-analyst.md&#34; &gt;Pricing Analyst&lt;/a&gt;&lt;/td&gt;
					&lt;td&gt;Pricing models &amp;amp; margin optimization&lt;/td&gt;
					&lt;td&gt;Competitor/cost analysis, value-based pricing&lt;/td&gt;
			&lt;/tr&gt;
			&lt;tr&gt;
					&lt;td&gt;💼 &lt;a class=&#34;link&#34; href=&#34;specialized/chief-financial-officer.md&#34; &gt;Chief Financial Officer&lt;/a&gt;&lt;/td&gt;
					&lt;td&gt;Capital allocation &amp;amp; financial strategy&lt;/td&gt;
					&lt;td&gt;Treasury, FP&amp;amp;A, M&amp;amp;A finance, investor &amp;amp; board reporting&lt;/td&gt;
			&lt;/tr&gt;
			&lt;tr&gt;
					&lt;td&gt;🌱 &lt;a class=&#34;link&#34; href=&#34;specialized/esg-sustainability-officer.md&#34; &gt;ESG &amp;amp; Sustainability Officer&lt;/a&gt;&lt;/td&gt;
					&lt;td&gt;ESG programs &amp;amp; disclosure&lt;/td&gt;
					&lt;td&gt;Sustainability strategy, decarbonization, reporting&lt;/td&gt;
			&lt;/tr&gt;
			&lt;tr&gt;
					&lt;td&gt;🔐 &lt;a class=&#34;link&#34; href=&#34;specialized/data-privacy-officer.md&#34; &gt;Data Privacy Officer&lt;/a&gt;&lt;/td&gt;
					&lt;td&gt;GDPR/CCPA privacy compliance&lt;/td&gt;
					&lt;td&gt;Data mapping, DPIAs, consent, breach response&lt;/td&gt;
			&lt;/tr&gt;
			&lt;tr&gt;
					&lt;td&gt;⚙️ &lt;a class=&#34;link&#34; href=&#34;specialized/operations-manager.md&#34; &gt;Operations Manager&lt;/a&gt;&lt;/td&gt;
					&lt;td&gt;Lean/Six Sigma operations&lt;/td&gt;
					&lt;td&gt;Process mapping, capacity planning, KPI governance&lt;/td&gt;
			&lt;/tr&gt;
			&lt;tr&gt;
					&lt;td&gt;🤝 &lt;a class=&#34;link&#34; href=&#34;specialized/ma-integration-manager.md&#34; &gt;M&amp;amp;A Integration Manager&lt;/a&gt;&lt;/td&gt;
					&lt;td&gt;Post-merger integration&lt;/td&gt;
					&lt;td&gt;Day 1/100-day plans, synergy tracking, TSA management&lt;/td&gt;
			&lt;/tr&gt;
			&lt;tr&gt;
					&lt;td&gt;🧠 &lt;a class=&#34;link&#34; href=&#34;specialized/organizational-psychologist.md&#34; &gt;Organizational Psychologist&lt;/a&gt;&lt;/td&gt;
					&lt;td&gt;Team dynamics &amp;amp; culture health&lt;/td&gt;
					&lt;td&gt;Psychological safety, burnout risk, high-performing teams&lt;/td&gt;
			&lt;/tr&gt;
			&lt;tr&gt;
					&lt;td&gt;⚔️ &lt;a class=&#34;link&#34; href=&#34;specialized/specialized-strategy-duel-agent.md&#34; &gt;Strategy Duel Agent&lt;/a&gt;&lt;/td&gt;
					&lt;td&gt;Game theory &amp;amp; the 36 stratagems&lt;/td&gt;
					&lt;td&gt;Turn-based strategy duels, adversarial scenario simulation&lt;/td&gt;
			&lt;/tr&gt;
	&lt;/tbody&gt;
&lt;/table&gt;
&lt;h3 id=&#34;-finance-division&#34;&gt;💵 Finance Division
&lt;/h3&gt;&lt;p&gt;Accounting, financial analysis, tax strategy, and investment research specialists.&lt;/p&gt;
&lt;table&gt;
	&lt;thead&gt;
			&lt;tr&gt;
					&lt;th&gt;Agent&lt;/th&gt;
					&lt;th&gt;Specialty&lt;/th&gt;
					&lt;th&gt;When to Use&lt;/th&gt;
			&lt;/tr&gt;
	&lt;/thead&gt;
	&lt;tbody&gt;
			&lt;tr&gt;
					&lt;td&gt;📒 &lt;a class=&#34;link&#34; href=&#34;finance/finance-bookkeeper-controller.md&#34; &gt;Bookkeeper &amp;amp; Controller&lt;/a&gt;&lt;/td&gt;
					&lt;td&gt;Month-end close, reconciliation, GAAP compliance, internal controls&lt;/td&gt;
					&lt;td&gt;Day-to-day accounting operations, audit readiness, financial record-keeping&lt;/td&gt;
			&lt;/tr&gt;
			&lt;tr&gt;
					&lt;td&gt;📊 &lt;a class=&#34;link&#34; href=&#34;finance/finance-financial-analyst.md&#34; &gt;Financial Analyst&lt;/a&gt;&lt;/td&gt;
					&lt;td&gt;Financial modeling, forecasting, scenario analysis, decision support&lt;/td&gt;
					&lt;td&gt;Three-statement models, variance analysis, data-driven business intelligence&lt;/td&gt;
			&lt;/tr&gt;
			&lt;tr&gt;
					&lt;td&gt;📈 &lt;a class=&#34;link&#34; href=&#34;finance/finance-fpa-analyst.md&#34; &gt;FP&amp;amp;A Analyst&lt;/a&gt;&lt;/td&gt;
					&lt;td&gt;Budgeting, rolling forecasts, variance analysis, business reviews&lt;/td&gt;
					&lt;td&gt;Annual operating plans, monthly business reviews, strategic resource allocation&lt;/td&gt;
			&lt;/tr&gt;
			&lt;tr&gt;
					&lt;td&gt;🔍 &lt;a class=&#34;link&#34; href=&#34;finance/finance-investment-researcher.md&#34; &gt;Investment Researcher&lt;/a&gt;&lt;/td&gt;
					&lt;td&gt;Due diligence, portfolio analysis, asset valuation, equity research&lt;/td&gt;
					&lt;td&gt;Investment thesis development, risk assessment, market research&lt;/td&gt;
			&lt;/tr&gt;
			&lt;tr&gt;
					&lt;td&gt;🏛️ &lt;a class=&#34;link&#34; href=&#34;finance/finance-tax-strategist.md&#34; &gt;Tax Strategist&lt;/a&gt;&lt;/td&gt;
					&lt;td&gt;Tax optimization, multi-jurisdictional compliance, transfer pricing&lt;/td&gt;
					&lt;td&gt;Entity structuring, ETR analysis, audit defense, strategic tax planning&lt;/td&gt;
			&lt;/tr&gt;
	&lt;/tbody&gt;
&lt;/table&gt;
&lt;h3 id=&#34;-game-development-division&#34;&gt;🎮 Game Development Division
&lt;/h3&gt;&lt;p&gt;Building worlds, systems, and experiences across every major engine.&lt;/p&gt;
&lt;h4 id=&#34;cross-engine-agents-engine-agnostic&#34;&gt;Cross-Engine Agents (Engine-Agnostic)
&lt;/h4&gt;&lt;table&gt;
	&lt;thead&gt;
			&lt;tr&gt;
					&lt;th&gt;Agent&lt;/th&gt;
					&lt;th&gt;Specialty&lt;/th&gt;
					&lt;th&gt;When to Use&lt;/th&gt;
			&lt;/tr&gt;
	&lt;/thead&gt;
	&lt;tbody&gt;
			&lt;tr&gt;
					&lt;td&gt;🎯 &lt;a class=&#34;link&#34; href=&#34;game-development/game-designer.md&#34; &gt;Game Designer&lt;/a&gt;&lt;/td&gt;
					&lt;td&gt;Systems design, GDD authorship, economy balancing, gameplay loops&lt;/td&gt;
					&lt;td&gt;Designing game mechanics, progression systems, writing design documents&lt;/td&gt;
			&lt;/tr&gt;
			&lt;tr&gt;
					&lt;td&gt;🗺️ &lt;a class=&#34;link&#34; href=&#34;game-development/level-designer.md&#34; &gt;Level Designer&lt;/a&gt;&lt;/td&gt;
					&lt;td&gt;Layout theory, pacing, encounter design, environmental storytelling&lt;/td&gt;
					&lt;td&gt;Building levels, designing encounter flow, spatial narrative&lt;/td&gt;
			&lt;/tr&gt;
			&lt;tr&gt;
					&lt;td&gt;🎨 &lt;a class=&#34;link&#34; href=&#34;game-development/technical-artist.md&#34; &gt;Technical Artist&lt;/a&gt;&lt;/td&gt;
					&lt;td&gt;Shaders, VFX, LOD pipeline, art-to-engine optimization&lt;/td&gt;
					&lt;td&gt;Bridging art and engineering, shader authoring, performance-safe asset pipelines&lt;/td&gt;
			&lt;/tr&gt;
			&lt;tr&gt;
					&lt;td&gt;🔊 &lt;a class=&#34;link&#34; href=&#34;game-development/game-audio-engineer.md&#34; &gt;Game Audio Engineer&lt;/a&gt;&lt;/td&gt;
					&lt;td&gt;FMOD/Wwise, adaptive music, spatial audio, audio budgets&lt;/td&gt;
					&lt;td&gt;Interactive audio systems, dynamic music, audio performance&lt;/td&gt;
			&lt;/tr&gt;
			&lt;tr&gt;
					&lt;td&gt;📖 &lt;a class=&#34;link&#34; href=&#34;game-development/narrative-designer.md&#34; &gt;Narrative Designer&lt;/a&gt;&lt;/td&gt;
					&lt;td&gt;Story systems, branching dialogue, lore architecture&lt;/td&gt;
					&lt;td&gt;Writing branching narratives, implementing dialogue systems, world lore&lt;/td&gt;
			&lt;/tr&gt;
	&lt;/tbody&gt;
&lt;/table&gt;
&lt;h4 id=&#34;unity&#34;&gt;Unity
&lt;/h4&gt;&lt;table&gt;
	&lt;thead&gt;
			&lt;tr&gt;
					&lt;th&gt;Agent&lt;/th&gt;
					&lt;th&gt;Specialty&lt;/th&gt;
					&lt;th&gt;When to Use&lt;/th&gt;
			&lt;/tr&gt;
	&lt;/thead&gt;
	&lt;tbody&gt;
			&lt;tr&gt;
					&lt;td&gt;🏗️ &lt;a class=&#34;link&#34; href=&#34;game-development/unity/unity-architect.md&#34; &gt;Unity Architect&lt;/a&gt;&lt;/td&gt;
					&lt;td&gt;ScriptableObjects, data-driven modularity, DOTS/ECS&lt;/td&gt;
					&lt;td&gt;Large-scale Unity projects, data-driven system design, ECS performance work&lt;/td&gt;
			&lt;/tr&gt;
			&lt;tr&gt;
					&lt;td&gt;✨ &lt;a class=&#34;link&#34; href=&#34;game-development/unity/unity-shader-graph-artist.md&#34; &gt;Unity Shader Graph Artist&lt;/a&gt;&lt;/td&gt;
					&lt;td&gt;Shader Graph, HLSL, URP/HDRP, Renderer Features&lt;/td&gt;
					&lt;td&gt;Custom Unity materials, VFX shaders, post-processing passes&lt;/td&gt;
			&lt;/tr&gt;
			&lt;tr&gt;
					&lt;td&gt;🌐 &lt;a class=&#34;link&#34; href=&#34;game-development/unity/unity-multiplayer-engineer.md&#34; &gt;Unity Multiplayer Engineer&lt;/a&gt;&lt;/td&gt;
					&lt;td&gt;Netcode for GameObjects, Unity Relay/Lobby, server authority, prediction&lt;/td&gt;
					&lt;td&gt;Online Unity games, client prediction, Unity Gaming Services integration&lt;/td&gt;
			&lt;/tr&gt;
			&lt;tr&gt;
					&lt;td&gt;🛠️ &lt;a class=&#34;link&#34; href=&#34;game-development/unity/unity-editor-tool-developer.md&#34; &gt;Unity Editor Tool Developer&lt;/a&gt;&lt;/td&gt;
					&lt;td&gt;EditorWindows, AssetPostprocessors, PropertyDrawers, build validation&lt;/td&gt;
					&lt;td&gt;Custom Unity Editor tooling, pipeline automation, content validation&lt;/td&gt;
			&lt;/tr&gt;
	&lt;/tbody&gt;
&lt;/table&gt;
&lt;h4 id=&#34;unreal-engine&#34;&gt;Unreal Engine
&lt;/h4&gt;&lt;table&gt;
	&lt;thead&gt;
			&lt;tr&gt;
					&lt;th&gt;Agent&lt;/th&gt;
					&lt;th&gt;Specialty&lt;/th&gt;
					&lt;th&gt;When to Use&lt;/th&gt;
			&lt;/tr&gt;
	&lt;/thead&gt;
	&lt;tbody&gt;
			&lt;tr&gt;
					&lt;td&gt;⚙️ &lt;a class=&#34;link&#34; href=&#34;game-development/unreal-engine/unreal-systems-engineer.md&#34; &gt;Unreal Systems Engineer&lt;/a&gt;&lt;/td&gt;
					&lt;td&gt;C++/Blueprint hybrid, GAS, Nanite constraints, memory management&lt;/td&gt;
					&lt;td&gt;Complex Unreal gameplay systems, Gameplay Ability System, engine-level C++&lt;/td&gt;
			&lt;/tr&gt;
			&lt;tr&gt;
					&lt;td&gt;🎨 &lt;a class=&#34;link&#34; href=&#34;game-development/unreal-engine/unreal-technical-artist.md&#34; &gt;Unreal Technical Artist&lt;/a&gt;&lt;/td&gt;
					&lt;td&gt;Material Editor, Niagara, PCG, Substrate&lt;/td&gt;
					&lt;td&gt;Unreal materials, Niagara VFX, procedural content generation&lt;/td&gt;
			&lt;/tr&gt;
			&lt;tr&gt;
					&lt;td&gt;🌐 &lt;a class=&#34;link&#34; href=&#34;game-development/unreal-engine/unreal-multiplayer-architect.md&#34; &gt;Unreal Multiplayer Architect&lt;/a&gt;&lt;/td&gt;
					&lt;td&gt;Actor replication, GameMode/GameState hierarchy, dedicated server&lt;/td&gt;
					&lt;td&gt;Unreal online games, replication graphs, server authoritative Unreal&lt;/td&gt;
			&lt;/tr&gt;
			&lt;tr&gt;
					&lt;td&gt;🗺️ &lt;a class=&#34;link&#34; href=&#34;game-development/unreal-engine/unreal-world-builder.md&#34; &gt;Unreal World Builder&lt;/a&gt;&lt;/td&gt;
					&lt;td&gt;World Partition, Landscape, HLOD, LWC&lt;/td&gt;
					&lt;td&gt;Large open-world Unreal levels, streaming systems, terrain at scale&lt;/td&gt;
			&lt;/tr&gt;
	&lt;/tbody&gt;
&lt;/table&gt;
&lt;h4 id=&#34;godot&#34;&gt;Godot
&lt;/h4&gt;&lt;table&gt;
	&lt;thead&gt;
			&lt;tr&gt;
					&lt;th&gt;Agent&lt;/th&gt;
					&lt;th&gt;Specialty&lt;/th&gt;
					&lt;th&gt;When to Use&lt;/th&gt;
			&lt;/tr&gt;
	&lt;/thead&gt;
	&lt;tbody&gt;
			&lt;tr&gt;
					&lt;td&gt;📜 &lt;a class=&#34;link&#34; href=&#34;game-development/godot/godot-gameplay-scripter.md&#34; &gt;Godot Gameplay Scripter&lt;/a&gt;&lt;/td&gt;
					&lt;td&gt;GDScript 2.0, signals, composition, static typing&lt;/td&gt;
					&lt;td&gt;Godot gameplay systems, scene composition, performance-conscious GDScript&lt;/td&gt;
			&lt;/tr&gt;
			&lt;tr&gt;
					&lt;td&gt;🌐 &lt;a class=&#34;link&#34; href=&#34;game-development/godot/godot-multiplayer-engineer.md&#34; &gt;Godot Multiplayer Engineer&lt;/a&gt;&lt;/td&gt;
					&lt;td&gt;MultiplayerAPI, ENet/WebRTC, RPCs, authority model&lt;/td&gt;
					&lt;td&gt;Online Godot games, scene replication, server-authoritative Godot&lt;/td&gt;
			&lt;/tr&gt;
			&lt;tr&gt;
					&lt;td&gt;✨ &lt;a class=&#34;link&#34; href=&#34;game-development/godot/godot-shader-developer.md&#34; &gt;Godot Shader Developer&lt;/a&gt;&lt;/td&gt;
					&lt;td&gt;Godot shading language, VisualShader, RenderingDevice&lt;/td&gt;
					&lt;td&gt;Custom Godot materials, 2D/3D effects, post-processing, compute shaders&lt;/td&gt;
			&lt;/tr&gt;
	&lt;/tbody&gt;
&lt;/table&gt;
&lt;h4 id=&#34;blender&#34;&gt;Blender
&lt;/h4&gt;&lt;table&gt;
	&lt;thead&gt;
			&lt;tr&gt;
					&lt;th&gt;Agent&lt;/th&gt;
					&lt;th&gt;Specialty&lt;/th&gt;
					&lt;th&gt;When to Use&lt;/th&gt;
			&lt;/tr&gt;
	&lt;/thead&gt;
	&lt;tbody&gt;
			&lt;tr&gt;
					&lt;td&gt;🧩 &lt;a class=&#34;link&#34; href=&#34;game-development/blender/blender-addon-engineer.md&#34; &gt;Blender Addon Engineer&lt;/a&gt;&lt;/td&gt;
					&lt;td&gt;Blender Python (&lt;code&gt;bpy&lt;/code&gt;), custom operators/panels, asset validators, exporters, pipeline automation&lt;/td&gt;
					&lt;td&gt;Building Blender add-ons, asset prep tools, export workflows, and DCC pipeline automation&lt;/td&gt;
			&lt;/tr&gt;
	&lt;/tbody&gt;
&lt;/table&gt;
&lt;h4 id=&#34;roblox-studio&#34;&gt;Roblox Studio
&lt;/h4&gt;&lt;table&gt;
	&lt;thead&gt;
			&lt;tr&gt;
					&lt;th&gt;Agent&lt;/th&gt;
					&lt;th&gt;Specialty&lt;/th&gt;
					&lt;th&gt;When to Use&lt;/th&gt;
			&lt;/tr&gt;
	&lt;/thead&gt;
	&lt;tbody&gt;
			&lt;tr&gt;
					&lt;td&gt;⚙️ &lt;a class=&#34;link&#34; href=&#34;game-development/roblox-studio/roblox-systems-scripter.md&#34; &gt;Roblox Systems Scripter&lt;/a&gt;&lt;/td&gt;
					&lt;td&gt;Luau, RemoteEvents/Functions, DataStore, server-authoritative module architecture&lt;/td&gt;
					&lt;td&gt;Building secure Roblox game systems, client-server communication, data persistence&lt;/td&gt;
			&lt;/tr&gt;
			&lt;tr&gt;
					&lt;td&gt;🎯 &lt;a class=&#34;link&#34; href=&#34;game-development/roblox-studio/roblox-experience-designer.md&#34; &gt;Roblox Experience Designer&lt;/a&gt;&lt;/td&gt;
					&lt;td&gt;Engagement loops, monetization, D1/D7 retention, onboarding flow&lt;/td&gt;
					&lt;td&gt;Designing Roblox game loops, Game Passes, daily rewards, player retention&lt;/td&gt;
			&lt;/tr&gt;
			&lt;tr&gt;
					&lt;td&gt;👗 &lt;a class=&#34;link&#34; href=&#34;game-development/roblox-studio/roblox-avatar-creator.md&#34; &gt;Roblox Avatar Creator&lt;/a&gt;&lt;/td&gt;
					&lt;td&gt;UGC pipeline, accessory rigging, Creator Marketplace submission&lt;/td&gt;
					&lt;td&gt;Roblox UGC items, HumanoidDescription customization, in-experience avatar shops&lt;/td&gt;
			&lt;/tr&gt;
	&lt;/tbody&gt;
&lt;/table&gt;
&lt;h3 id=&#34;-academic-division&#34;&gt;📚 Academic Division
&lt;/h3&gt;&lt;p&gt;Scholarly rigor for world-building, storytelling, and narrative design.&lt;/p&gt;
&lt;table&gt;
	&lt;thead&gt;
			&lt;tr&gt;
					&lt;th&gt;Agent&lt;/th&gt;
					&lt;th&gt;Specialty&lt;/th&gt;
					&lt;th&gt;When to Use&lt;/th&gt;
			&lt;/tr&gt;
	&lt;/thead&gt;
	&lt;tbody&gt;
			&lt;tr&gt;
					&lt;td&gt;🌍 &lt;a class=&#34;link&#34; href=&#34;academic/academic-anthropologist.md&#34; &gt;Anthropologist&lt;/a&gt;&lt;/td&gt;
					&lt;td&gt;Cultural systems, kinship, rituals, belief systems&lt;/td&gt;
					&lt;td&gt;Designing culturally coherent societies with internal logic&lt;/td&gt;
			&lt;/tr&gt;
			&lt;tr&gt;
					&lt;td&gt;🌐 &lt;a class=&#34;link&#34; href=&#34;academic/academic-geographer.md&#34; &gt;Geographer&lt;/a&gt;&lt;/td&gt;
					&lt;td&gt;Physical/human geography, climate, cartography&lt;/td&gt;
					&lt;td&gt;Building geographically coherent worlds with realistic terrain and settlements&lt;/td&gt;
			&lt;/tr&gt;
			&lt;tr&gt;
					&lt;td&gt;📚 &lt;a class=&#34;link&#34; href=&#34;academic/academic-historian.md&#34; &gt;Historian&lt;/a&gt;&lt;/td&gt;
					&lt;td&gt;Historical analysis, periodization, material culture&lt;/td&gt;
					&lt;td&gt;Validating historical coherence, enriching settings with authentic period detail&lt;/td&gt;
			&lt;/tr&gt;
			&lt;tr&gt;
					&lt;td&gt;📜 &lt;a class=&#34;link&#34; href=&#34;academic/academic-narratologist.md&#34; &gt;Narratologist&lt;/a&gt;&lt;/td&gt;
					&lt;td&gt;Narrative theory, story structure, character arcs&lt;/td&gt;
					&lt;td&gt;Analyzing and improving story structure with established theoretical frameworks&lt;/td&gt;
			&lt;/tr&gt;
			&lt;tr&gt;
					&lt;td&gt;🧠 &lt;a class=&#34;link&#34; href=&#34;academic/academic-psychologist.md&#34; &gt;Psychologist&lt;/a&gt;&lt;/td&gt;
					&lt;td&gt;Personality theory, motivation, cognitive patterns&lt;/td&gt;
					&lt;td&gt;Building psychologically credible characters grounded in research&lt;/td&gt;
			&lt;/tr&gt;
	&lt;/tbody&gt;
&lt;/table&gt;
&lt;hr&gt;
&lt;h3 id=&#34;-gis-division&#34;&gt;🌍 GIS Division
&lt;/h3&gt;&lt;p&gt;Mapping the Earth, analyzing the built world, and extracting intelligence from geospatial data.&lt;/p&gt;
&lt;table&gt;
	&lt;thead&gt;
			&lt;tr&gt;
					&lt;th&gt;Agent&lt;/th&gt;
					&lt;th&gt;Specialty&lt;/th&gt;
					&lt;th&gt;When to Use&lt;/th&gt;
			&lt;/tr&gt;
	&lt;/thead&gt;
	&lt;tbody&gt;
			&lt;tr&gt;
					&lt;td&gt;🧠 &lt;a class=&#34;link&#34; href=&#34;gis/gis-technical-consultant.md&#34; &gt;Technical Consultant&lt;/a&gt;&lt;/td&gt;
					&lt;td&gt;GIS strategy, gap analysis, technology roadmaps, digital transformation&lt;/td&gt;
					&lt;td&gt;Understanding business needs, selecting the right geospatial stack, planning multi-phase GIS programs&lt;/td&gt;
			&lt;/tr&gt;
			&lt;tr&gt;
					&lt;td&gt;🔧 &lt;a class=&#34;link&#34; href=&#34;gis/gis-solution-engineer.md&#34; &gt;Solution Engineer&lt;/a&gt;&lt;/td&gt;
					&lt;td&gt;Esri + FOSS4G prototype building, PoC delivery, technical feasibility&lt;/td&gt;
					&lt;td&gt;Building working demos, validating technical approaches, pre-sales support&lt;/td&gt;
			&lt;/tr&gt;
			&lt;tr&gt;
					&lt;td&gt;🖥️ &lt;a class=&#34;link&#34; href=&#34;gis/gis-analyst.md&#34; &gt;GIS Analyst&lt;/a&gt;&lt;/td&gt;
					&lt;td&gt;Map production, data QC, symbology, layouts, spatial queries&lt;/td&gt;
					&lt;td&gt;Day-to-day GIS operations, creating publication-ready maps, maintaining data integrity&lt;/td&gt;
			&lt;/tr&gt;
			&lt;tr&gt;
					&lt;td&gt;📦 &lt;a class=&#34;link&#34; href=&#34;gis/gis-spatial-data-engineer.md&#34; &gt;Spatial Data Engineer&lt;/a&gt;&lt;/td&gt;
					&lt;td&gt;Geospatial ETL, format conversion, CRS reprojection, automated pipelines&lt;/td&gt;
					&lt;td&gt;Ingesting messy data from any source, building repeatable data transformation pipelines&lt;/td&gt;
			&lt;/tr&gt;
			&lt;tr&gt;
					&lt;td&gt;⚙️ &lt;a class=&#34;link&#34; href=&#34;gis/gis-geoprocessing-specialist.md&#34; &gt;Geoprocessing Specialist&lt;/a&gt;&lt;/td&gt;
					&lt;td&gt;ArcPy, Python Toolbox (.pyt), Model Builder, batch automation&lt;/td&gt;
					&lt;td&gt;Automating repetitive GIS workflows, building custom geoprocessing tools&lt;/td&gt;
			&lt;/tr&gt;
			&lt;tr&gt;
					&lt;td&gt;✅ &lt;a class=&#34;link&#34; href=&#34;gis/gis-qa-engineer.md&#34; &gt;GIS QA Engineer&lt;/a&gt;&lt;/td&gt;
					&lt;td&gt;Topology validation, metadata audit, CRS consistency, accuracy assessment&lt;/td&gt;
					&lt;td&gt;Quality gates before data publication, compliance verification, data integrity audits&lt;/td&gt;
			&lt;/tr&gt;
			&lt;tr&gt;
					&lt;td&gt;🤖 &lt;a class=&#34;link&#34; href=&#34;gis/gis-geoai-ml-engineer.md&#34; &gt;GeoAI/ML Engineer&lt;/a&gt;&lt;/td&gt;
					&lt;td&gt;Feature extraction, object detection, semantic segmentation, land cover classification&lt;/td&gt;
					&lt;td&gt;Extracting buildings/roads/vehicles from imagery, change detection, environmental monitoring&lt;/td&gt;
			&lt;/tr&gt;
			&lt;tr&gt;
					&lt;td&gt;🏗️ &lt;a class=&#34;link&#34; href=&#34;gis/gis-bim-specialist.md&#34; &gt;BIM/GIS Specialist&lt;/a&gt;&lt;/td&gt;
					&lt;td&gt;Revit/IFC to GIS, indoor mapping, digital twin architecture, facility management&lt;/td&gt;
					&lt;td&gt;Smart campus, airport digital twins, indoor navigation, building operations&lt;/td&gt;
			&lt;/tr&gt;
			&lt;tr&gt;
					&lt;td&gt;🏔️ &lt;a class=&#34;link&#34; href=&#34;gis/gis-3d-scene-developer.md&#34; &gt;3D &amp;amp; Scene Developer&lt;/a&gt;&lt;/td&gt;
					&lt;td&gt;Cesium, ArcGIS Scene Viewer, 3D Tiles, point clouds, terrain visualization&lt;/td&gt;
					&lt;td&gt;3D city scenes, terrain flyovers, point cloud web viewers, OAuth-gated scene sharing&lt;/td&gt;
			&lt;/tr&gt;
			&lt;tr&gt;
					&lt;td&gt;📊 &lt;a class=&#34;link&#34; href=&#34;gis/gis-spatial-data-scientist.md&#34; &gt;Spatial Data Scientist&lt;/a&gt;&lt;/td&gt;
					&lt;td&gt;Spatial statistics, clustering, regression, interpolation, point pattern analysis&lt;/td&gt;
					&lt;td&gt;Hotspot detection, spatial modeling, predictive analytics, research-grade analysis&lt;/td&gt;
			&lt;/tr&gt;
			&lt;tr&gt;
					&lt;td&gt;🛸 &lt;a class=&#34;link&#34; href=&#34;gis/gis-drone-reality-mapping.md&#34; &gt;Drone/Reality Mapping&lt;/a&gt;&lt;/td&gt;
					&lt;td&gt;Photogrammetry, orthomosaic, DTM/DSM, point cloud classification, 3D mesh&lt;/td&gt;
					&lt;td&gt;Drone survey processing, reality capture, construction monitoring, environmental mapping&lt;/td&gt;
			&lt;/tr&gt;
			&lt;tr&gt;
					&lt;td&gt;🌐 &lt;a class=&#34;link&#34; href=&#34;gis/gis-web-gis-developer.md&#34; &gt;Web GIS Developer&lt;/a&gt;&lt;/td&gt;
					&lt;td&gt;MapLibre GL JS, ArcGIS JS API, Leaflet, real-time dashboards, REST APIs&lt;/td&gt;
					&lt;td&gt;Building interactive web maps, operational dashboards, real-time data visualization&lt;/td&gt;
			&lt;/tr&gt;
			&lt;tr&gt;
					&lt;td&gt;🎨 &lt;a class=&#34;link&#34; href=&#34;gis/gis-cartography-designer.md&#34; &gt;Cartography Designer&lt;/a&gt;&lt;/td&gt;
					&lt;td&gt;Color theory, typography, basemap design, visual hierarchy, print and web aesthetics&lt;/td&gt;
					&lt;td&gt;Making maps beautiful and readable, colorblind-safe palettes, professional map layouts&lt;/td&gt;
			&lt;/tr&gt;
	&lt;/tbody&gt;
&lt;/table&gt;
&lt;hr&gt;
&lt;h2 id=&#34;-real-world-use-cases&#34;&gt;🎯 Real-World Use Cases
&lt;/h2&gt;&lt;h3 id=&#34;scenario-1-building-a-startup-mvp&#34;&gt;Scenario 1: Building a Startup MVP
&lt;/h3&gt;&lt;p&gt;&lt;strong&gt;Your Team&lt;/strong&gt;:&lt;/p&gt;
&lt;ol&gt;
&lt;li&gt;🎨 &lt;strong&gt;Frontend Developer&lt;/strong&gt; - Build the React app&lt;/li&gt;
&lt;li&gt;🏗️ &lt;strong&gt;Backend Architect&lt;/strong&gt; - Design the API and database&lt;/li&gt;
&lt;li&gt;🚀 &lt;strong&gt;Growth Hacker&lt;/strong&gt; - Plan user acquisition&lt;/li&gt;
&lt;li&gt;⚡ &lt;strong&gt;Rapid Prototyper&lt;/strong&gt; - Fast iteration cycles&lt;/li&gt;
&lt;li&gt;🔍 &lt;strong&gt;Reality Checker&lt;/strong&gt; - Ensure quality before launch&lt;/li&gt;
&lt;/ol&gt;
&lt;p&gt;&lt;strong&gt;Result&lt;/strong&gt;: Ship faster with specialized expertise at every stage.&lt;/p&gt;
&lt;hr&gt;
&lt;h3 id=&#34;scenario-2-marketing-campaign-launch&#34;&gt;Scenario 2: Marketing Campaign Launch
&lt;/h3&gt;&lt;p&gt;&lt;strong&gt;Your Team&lt;/strong&gt;:&lt;/p&gt;
&lt;ol&gt;
&lt;li&gt;📝 &lt;strong&gt;Content Creator&lt;/strong&gt; - Develop campaign content&lt;/li&gt;
&lt;li&gt;🐦 &lt;strong&gt;Twitter Engager&lt;/strong&gt; - Twitter strategy and execution&lt;/li&gt;
&lt;li&gt;📸 &lt;strong&gt;Instagram Curator&lt;/strong&gt; - Visual content and stories&lt;/li&gt;
&lt;li&gt;🤝 &lt;strong&gt;Reddit Community Builder&lt;/strong&gt; - Authentic community engagement&lt;/li&gt;
&lt;li&gt;📊 &lt;strong&gt;Analytics Reporter&lt;/strong&gt; - Track and optimize performance&lt;/li&gt;
&lt;/ol&gt;
&lt;p&gt;&lt;strong&gt;Result&lt;/strong&gt;: Multi-channel coordinated campaign with platform-specific expertise.&lt;/p&gt;
&lt;hr&gt;
&lt;h3 id=&#34;scenario-3-enterprise-feature-development&#34;&gt;Scenario 3: Enterprise Feature Development
&lt;/h3&gt;&lt;p&gt;&lt;strong&gt;Your Team&lt;/strong&gt;:&lt;/p&gt;
&lt;ol&gt;
&lt;li&gt;👔 &lt;strong&gt;Senior Project Manager&lt;/strong&gt; - Scope and task planning&lt;/li&gt;
&lt;li&gt;💎 &lt;strong&gt;Senior Developer&lt;/strong&gt; - Complex implementation&lt;/li&gt;
&lt;li&gt;🎨 &lt;strong&gt;UI Designer&lt;/strong&gt; - Design system and components&lt;/li&gt;
&lt;li&gt;🧪 &lt;strong&gt;Experiment Tracker&lt;/strong&gt; - A/B test planning&lt;/li&gt;
&lt;li&gt;📸 &lt;strong&gt;Evidence Collector&lt;/strong&gt; - Quality verification&lt;/li&gt;
&lt;li&gt;🔍 &lt;strong&gt;Reality Checker&lt;/strong&gt; - Production readiness&lt;/li&gt;
&lt;/ol&gt;
&lt;p&gt;&lt;strong&gt;Result&lt;/strong&gt;: Enterprise-grade delivery with quality gates and documentation.&lt;/p&gt;
&lt;hr&gt;
&lt;h3 id=&#34;scenario-4-paid-media-account-takeover&#34;&gt;Scenario 4: Paid Media Account Takeover
&lt;/h3&gt;&lt;p&gt;&lt;strong&gt;Your Team&lt;/strong&gt;:&lt;/p&gt;
&lt;ol&gt;
&lt;li&gt;📋 &lt;strong&gt;Paid Media Auditor&lt;/strong&gt; - Comprehensive account assessment&lt;/li&gt;
&lt;li&gt;📡 &lt;strong&gt;Tracking &amp;amp; Measurement Specialist&lt;/strong&gt; - Verify conversion tracking accuracy&lt;/li&gt;
&lt;li&gt;💰 &lt;strong&gt;PPC Campaign Strategist&lt;/strong&gt; - Redesign account architecture&lt;/li&gt;
&lt;li&gt;🔍 &lt;strong&gt;Search Query Analyst&lt;/strong&gt; - Clean up wasted spend from search terms&lt;/li&gt;
&lt;li&gt;✍️ &lt;strong&gt;Ad Creative Strategist&lt;/strong&gt; - Refresh all ad copy and extensions&lt;/li&gt;
&lt;li&gt;📊 &lt;strong&gt;Analytics Reporter&lt;/strong&gt; (Support Division) - Build reporting dashboards&lt;/li&gt;
&lt;/ol&gt;
&lt;p&gt;&lt;strong&gt;Result&lt;/strong&gt;: Systematic account takeover with tracking verified, waste eliminated, structure optimized, and creative refreshed — all within the first 30 days.&lt;/p&gt;
&lt;hr&gt;
&lt;h3 id=&#34;scenario-5-full-agency-product-discovery&#34;&gt;Scenario 5: Full Agency Product Discovery
&lt;/h3&gt;&lt;p&gt;&lt;strong&gt;Your Team&lt;/strong&gt;: All 8 divisions working in parallel on a single mission.&lt;/p&gt;
&lt;p&gt;See the &lt;strong&gt;&lt;a class=&#34;link&#34; href=&#34;examples/nexus-spatial-discovery.md&#34; &gt;Nexus Spatial Discovery Exercise&lt;/a&gt;&lt;/strong&gt; &amp;ndash; a complete example where 8 agents (Product Trend Researcher, Backend Architect, Brand Guardian, Growth Hacker, Support Responder, UX Researcher, Project Shepherd, and XR Interface Architect) were deployed simultaneously to evaluate a software opportunity and produce a unified product plan covering market validation, technical architecture, brand strategy, go-to-market, support systems, UX research, project execution, and spatial UI design.&lt;/p&gt;
&lt;p&gt;&lt;strong&gt;Result&lt;/strong&gt;: Comprehensive, cross-functional product blueprint produced in a single session. &lt;a class=&#34;link&#34; href=&#34;examples/&#34; &gt;More examples&lt;/a&gt;.&lt;/p&gt;
&lt;hr&gt;
&lt;h3 id=&#34;scenario-6-smart-campus-digital-twin&#34;&gt;Scenario 6: Smart Campus Digital Twin
&lt;/h3&gt;&lt;p&gt;&lt;strong&gt;Your Team&lt;/strong&gt;:&lt;/p&gt;
&lt;ol&gt;
&lt;li&gt;🧠 &lt;strong&gt;Technical Consultant&lt;/strong&gt; - Define the digital twin strategy: BIM for buildings, GIS for campus, IoT for real-time&lt;/li&gt;
&lt;li&gt;🏗️ &lt;strong&gt;BIM/GIS Specialist&lt;/strong&gt; - Convert Revit building models to GIS scene layers, design indoor floor plans&lt;/li&gt;
&lt;li&gt;🛸 &lt;strong&gt;Drone/Reality Mapping&lt;/strong&gt; - Fly the campus, generate orthomosaic and 3D mesh for context&lt;/li&gt;
&lt;li&gt;🌐 &lt;strong&gt;Web GIS Developer&lt;/strong&gt; - Build the campus dashboard with MapLibre, building layer, and room finder&lt;/li&gt;
&lt;li&gt;🏔️ &lt;strong&gt;3D &amp;amp; Scene Developer&lt;/strong&gt; - Create immersive 3D scene with terrain, buildings, and flyover tour&lt;/li&gt;
&lt;li&gt;🤖 &lt;strong&gt;GeoAI/ML Engineer&lt;/strong&gt; - Extract building footprints and tree canopy from drone imagery&lt;/li&gt;
&lt;li&gt;✅ &lt;strong&gt;GIS QA Engineer&lt;/strong&gt; - Validate data accuracy, check topology, verify CRS consistency&lt;/li&gt;
&lt;/ol&gt;
&lt;p&gt;&lt;strong&gt;Result&lt;/strong&gt;: A campus digital twin that combines BIM detail, drone reality capture, 3D visualization, and web accessibility — delivered by coordinated specialists in a single pipeline.&lt;/p&gt;
&lt;hr&gt;
&lt;h2 id=&#34;-contributing&#34;&gt;🤝 Contributing
&lt;/h2&gt;&lt;p&gt;We welcome contributions! Here&amp;rsquo;s how you can help:&lt;/p&gt;
&lt;h3 id=&#34;add-a-new-agent&#34;&gt;Add a New Agent
&lt;/h3&gt;&lt;ol&gt;
&lt;li&gt;Fork the repository&lt;/li&gt;
&lt;li&gt;Create a new agent file in the appropriate category&lt;/li&gt;
&lt;li&gt;Follow the agent template structure:
&lt;ul&gt;
&lt;li&gt;Frontmatter with name, description, color&lt;/li&gt;
&lt;li&gt;Identity &amp;amp; Memory section&lt;/li&gt;
&lt;li&gt;Core Mission&lt;/li&gt;
&lt;li&gt;Critical Rules (domain-specific)&lt;/li&gt;
&lt;li&gt;Technical Deliverables with examples&lt;/li&gt;
&lt;li&gt;Workflow Process&lt;/li&gt;
&lt;li&gt;Success Metrics&lt;/li&gt;
&lt;/ul&gt;
&lt;/li&gt;
&lt;li&gt;Submit a PR with your agent&lt;/li&gt;
&lt;/ol&gt;
&lt;h3 id=&#34;improve-existing-agents&#34;&gt;Improve Existing Agents
&lt;/h3&gt;&lt;ul&gt;
&lt;li&gt;Add real-world examples&lt;/li&gt;
&lt;li&gt;Enhance code samples&lt;/li&gt;
&lt;li&gt;Update success metrics&lt;/li&gt;
&lt;li&gt;Improve workflows&lt;/li&gt;
&lt;/ul&gt;
&lt;h3 id=&#34;share-your-success-stories&#34;&gt;Share Your Success Stories
&lt;/h3&gt;&lt;p&gt;Have you used these agents successfully? Share your story in the &lt;a class=&#34;link&#34; href=&#34;https://github.com/msitarzewski/agency-agents/discussions&#34;  target=&#34;_blank&#34; rel=&#34;noopener&#34;
    &gt;Discussions&lt;/a&gt;!&lt;/p&gt;
&lt;hr&gt;
&lt;h2 id=&#34;-agent-design-philosophy&#34;&gt;📖 Agent Design Philosophy
&lt;/h2&gt;&lt;p&gt;Each agent is designed with:&lt;/p&gt;
&lt;ol&gt;
&lt;li&gt;&lt;strong&gt;🎭 Strong Personality&lt;/strong&gt;: Not generic templates - real character and voice&lt;/li&gt;
&lt;li&gt;&lt;strong&gt;📋 Clear Deliverables&lt;/strong&gt;: Concrete outputs, not vague guidance&lt;/li&gt;
&lt;li&gt;&lt;strong&gt;✅ Success Metrics&lt;/strong&gt;: Measurable outcomes and quality standards&lt;/li&gt;
&lt;li&gt;&lt;strong&gt;🔄 Proven Workflows&lt;/strong&gt;: Step-by-step processes that work&lt;/li&gt;
&lt;li&gt;&lt;strong&gt;💡 Learning Memory&lt;/strong&gt;: Pattern recognition and continuous improvement&lt;/li&gt;
&lt;/ol&gt;
&lt;hr&gt;
&lt;h2 id=&#34;-what-makes-this-special&#34;&gt;🎁 What Makes This Special?
&lt;/h2&gt;&lt;h3 id=&#34;unlike-generic-ai-prompts&#34;&gt;Unlike Generic AI Prompts:
&lt;/h3&gt;&lt;ul&gt;
&lt;li&gt;❌ Generic &amp;ldquo;Act as a developer&amp;rdquo; prompts&lt;/li&gt;
&lt;li&gt;✅ Deep specialization with personality and process&lt;/li&gt;
&lt;/ul&gt;
&lt;h3 id=&#34;unlike-prompt-libraries&#34;&gt;Unlike Prompt Libraries:
&lt;/h3&gt;&lt;ul&gt;
&lt;li&gt;❌ One-off prompt collections&lt;/li&gt;
&lt;li&gt;✅ Comprehensive agent systems with workflows and deliverables&lt;/li&gt;
&lt;/ul&gt;
&lt;h3 id=&#34;unlike-ai-tools&#34;&gt;Unlike AI Tools:
&lt;/h3&gt;&lt;ul&gt;
&lt;li&gt;❌ Black box tools you can&amp;rsquo;t customize&lt;/li&gt;
&lt;li&gt;✅ Transparent, forkable, adaptable agent personalities&lt;/li&gt;
&lt;/ul&gt;
&lt;hr&gt;
&lt;h2 id=&#34;-agent-personality-highlights&#34;&gt;🎨 Agent Personality Highlights
&lt;/h2&gt;&lt;blockquote&gt;
&lt;p&gt;&amp;ldquo;I don&amp;rsquo;t just test your code - I default to finding 3-5 issues and require visual proof for everything.&amp;rdquo;&lt;/p&gt;
&lt;p&gt;&amp;ndash; &lt;strong&gt;Evidence Collector&lt;/strong&gt; (Testing Division)&lt;/p&gt;
&lt;/blockquote&gt;
&lt;blockquote&gt;
&lt;p&gt;&amp;ldquo;You&amp;rsquo;re not marketing on Reddit - you&amp;rsquo;re becoming a valued community member who happens to represent a brand.&amp;rdquo;&lt;/p&gt;
&lt;p&gt;&amp;ndash; &lt;strong&gt;Reddit Community Builder&lt;/strong&gt; (Marketing Division)&lt;/p&gt;
&lt;/blockquote&gt;
&lt;blockquote&gt;
&lt;p&gt;&amp;ldquo;Every playful element must serve a functional or emotional purpose. Design delight that enhances rather than distracts.&amp;rdquo;&lt;/p&gt;
&lt;p&gt;&amp;ndash; &lt;strong&gt;Whimsy Injector&lt;/strong&gt; (Design Division)&lt;/p&gt;
&lt;/blockquote&gt;
&lt;blockquote&gt;
&lt;p&gt;&amp;ldquo;Let me add a celebration animation that reduces task completion anxiety by 40%&amp;rdquo;&lt;/p&gt;
&lt;p&gt;&amp;ndash; &lt;strong&gt;Whimsy Injector&lt;/strong&gt; (during a UX review)&lt;/p&gt;
&lt;/blockquote&gt;
&lt;hr&gt;
&lt;h2 id=&#34;-stats&#34;&gt;📊 Stats
&lt;/h2&gt;&lt;ul&gt;
&lt;li&gt;🎭 &lt;strong&gt;232 Specialized Agents&lt;/strong&gt; across 16 divisions&lt;/li&gt;
&lt;li&gt;📝 &lt;strong&gt;10,000+ lines&lt;/strong&gt; of personality, process, and code examples&lt;/li&gt;
&lt;li&gt;⏱️ &lt;strong&gt;Months of iteration&lt;/strong&gt; from real-world usage&lt;/li&gt;
&lt;li&gt;🌟 &lt;strong&gt;Battle-tested&lt;/strong&gt; in production environments&lt;/li&gt;
&lt;li&gt;💬 &lt;strong&gt;50+ requests&lt;/strong&gt; in first 12 hours on Reddit&lt;/li&gt;
&lt;/ul&gt;
&lt;hr&gt;
&lt;h2 id=&#34;-multi-tool-integrations&#34;&gt;🔌 Multi-Tool Integrations
&lt;/h2&gt;&lt;p&gt;The Agency works natively with Claude Code, and ships conversion + install scripts so you can use the same agents across every major agentic coding tool.&lt;/p&gt;
&lt;h3 id=&#34;supported-tools&#34;&gt;Supported Tools
&lt;/h3&gt;&lt;ul&gt;
&lt;li&gt;&lt;strong&gt;&lt;a class=&#34;link&#34; href=&#34;https://claude.ai/code&#34;  target=&#34;_blank&#34; rel=&#34;noopener&#34;
    &gt;Claude Code&lt;/a&gt;&lt;/strong&gt; — native &lt;code&gt;.md&lt;/code&gt; agents, no conversion needed → &lt;code&gt;~/.claude/agents/&lt;/code&gt;&lt;/li&gt;
&lt;li&gt;&lt;strong&gt;&lt;a class=&#34;link&#34; href=&#34;https://github.com/copilot&#34;  target=&#34;_blank&#34; rel=&#34;noopener&#34;
    &gt;GitHub Copilot&lt;/a&gt;&lt;/strong&gt; — native &lt;code&gt;.md&lt;/code&gt; agents, no conversion needed → &lt;code&gt;~/.github/agents/&lt;/code&gt; + &lt;code&gt;~/.copilot/agents/&lt;/code&gt;&lt;/li&gt;
&lt;li&gt;&lt;strong&gt;&lt;a class=&#34;link&#34; href=&#34;https://github.com/google-gemini/antigravity&#34;  target=&#34;_blank&#34; rel=&#34;noopener&#34;
    &gt;Antigravity&lt;/a&gt;&lt;/strong&gt; — &lt;code&gt;SKILL.md&lt;/code&gt; per agent → &lt;code&gt;~/.gemini/antigravity/skills/&lt;/code&gt;&lt;/li&gt;
&lt;li&gt;&lt;strong&gt;&lt;a class=&#34;link&#34; href=&#34;https://github.com/google-gemini/gemini-cli&#34;  target=&#34;_blank&#34; rel=&#34;noopener&#34;
    &gt;Gemini CLI&lt;/a&gt;&lt;/strong&gt; &amp;ndash; &lt;code&gt;.md&lt;/code&gt; agent files -&amp;gt; &lt;code&gt;~/.gemini/agents/&lt;/code&gt;&lt;/li&gt;
&lt;li&gt;&lt;strong&gt;&lt;a class=&#34;link&#34; href=&#34;https://opencode.ai&#34;  target=&#34;_blank&#34; rel=&#34;noopener&#34;
    &gt;OpenCode&lt;/a&gt;&lt;/strong&gt; — &lt;code&gt;.md&lt;/code&gt; agent files → &lt;code&gt;.opencode/agents/&lt;/code&gt;&lt;/li&gt;
&lt;li&gt;&lt;strong&gt;&lt;a class=&#34;link&#34; href=&#34;https://cursor.sh&#34;  target=&#34;_blank&#34; rel=&#34;noopener&#34;
    &gt;Cursor&lt;/a&gt;&lt;/strong&gt; — &lt;code&gt;.mdc&lt;/code&gt; rule files → &lt;code&gt;.cursor/rules/&lt;/code&gt;&lt;/li&gt;
&lt;li&gt;&lt;strong&gt;&lt;a class=&#34;link&#34; href=&#34;https://aider.chat&#34;  target=&#34;_blank&#34; rel=&#34;noopener&#34;
    &gt;Aider&lt;/a&gt;&lt;/strong&gt; — single &lt;code&gt;CONVENTIONS.md&lt;/code&gt; → &lt;code&gt;./CONVENTIONS.md&lt;/code&gt;&lt;/li&gt;
&lt;li&gt;&lt;strong&gt;&lt;a class=&#34;link&#34; href=&#34;https://codeium.com/windsurf&#34;  target=&#34;_blank&#34; rel=&#34;noopener&#34;
    &gt;Windsurf&lt;/a&gt;&lt;/strong&gt; — single &lt;code&gt;.windsurfrules&lt;/code&gt; → &lt;code&gt;./.windsurfrules&lt;/code&gt;&lt;/li&gt;
&lt;li&gt;&lt;strong&gt;&lt;a class=&#34;link&#34; href=&#34;https://github.com/openclaw/openclaw&#34;  target=&#34;_blank&#34; rel=&#34;noopener&#34;
    &gt;OpenClaw&lt;/a&gt;&lt;/strong&gt; — &lt;code&gt;SOUL.md&lt;/code&gt; + &lt;code&gt;AGENTS.md&lt;/code&gt; + &lt;code&gt;IDENTITY.md&lt;/code&gt; per agent&lt;/li&gt;
&lt;li&gt;&lt;strong&gt;&lt;a class=&#34;link&#34; href=&#34;https://github.com/QwenLM/qwen-code&#34;  target=&#34;_blank&#34; rel=&#34;noopener&#34;
    &gt;Qwen Code&lt;/a&gt;&lt;/strong&gt; — &lt;code&gt;.md&lt;/code&gt; SubAgent files → &lt;code&gt;~/.qwen/agents/&lt;/code&gt;&lt;/li&gt;
&lt;li&gt;&lt;strong&gt;&lt;a class=&#34;link&#34; href=&#34;https://github.com/MoonshotAI/kimi-cli&#34;  target=&#34;_blank&#34; rel=&#34;noopener&#34;
    &gt;Kimi Code&lt;/a&gt;&lt;/strong&gt; — YAML agent specs → &lt;code&gt;~/.config/kimi/agents/&lt;/code&gt;&lt;/li&gt;
&lt;li&gt;&lt;strong&gt;&lt;a class=&#34;link&#34; href=&#34;https://developers.openai.com/codex/overview&#34;  target=&#34;_blank&#34; rel=&#34;noopener&#34;
    &gt;Codex&lt;/a&gt;&lt;/strong&gt; — TOML custom agents → &lt;code&gt;~/.codex/agents/&lt;/code&gt;&lt;/li&gt;
&lt;li&gt;&lt;strong&gt;Osaurus&lt;/strong&gt; &amp;ndash; &lt;code&gt;SKILL.md&lt;/code&gt; skills -&amp;gt; &lt;code&gt;~/.osaurus/skills/&lt;/code&gt;&lt;/li&gt;
&lt;li&gt;&lt;strong&gt;&lt;a class=&#34;link&#34; href=&#34;integrations/hermes/README.md&#34; &gt;Hermes&lt;/a&gt;&lt;/strong&gt; &amp;ndash; lazy-router plugin -&amp;gt; &lt;code&gt;~/.hermes/plugins/&lt;/code&gt;&lt;/li&gt;
&lt;/ul&gt;
&lt;hr&gt;
&lt;h3 id=&#34;-quick-install&#34;&gt;⚡ Quick Install
&lt;/h3&gt;&lt;p&gt;&lt;strong&gt;Step 1 &amp;ndash; Generate integration files:&lt;/strong&gt;&lt;/p&gt;
&lt;div class=&#34;highlight&#34;&gt;&lt;div class=&#34;chroma&#34;&gt;
&lt;table class=&#34;lntable&#34;&gt;&lt;tr&gt;&lt;td class=&#34;lntd&#34;&gt;
&lt;pre tabindex=&#34;0&#34; class=&#34;chroma&#34;&gt;&lt;code&gt;&lt;span class=&#34;lnt&#34;&gt;1
&lt;/span&gt;&lt;span class=&#34;lnt&#34;&gt;2
&lt;/span&gt;&lt;/code&gt;&lt;/pre&gt;&lt;/td&gt;
&lt;td class=&#34;lntd&#34;&gt;
&lt;pre tabindex=&#34;0&#34; class=&#34;chroma&#34;&gt;&lt;code class=&#34;language-bash&#34; data-lang=&#34;bash&#34;&gt;&lt;span class=&#34;line&#34;&gt;&lt;span class=&#34;cl&#34;&gt;./scripts/convert.sh
&lt;/span&gt;&lt;/span&gt;&lt;span class=&#34;line&#34;&gt;&lt;span class=&#34;cl&#34;&gt;&lt;span class=&#34;c1&#34;&gt;# Faster (parallel, output order may vary): ./scripts/convert.sh --parallel&lt;/span&gt;
&lt;/span&gt;&lt;/span&gt;&lt;/code&gt;&lt;/pre&gt;&lt;/td&gt;&lt;/tr&gt;&lt;/table&gt;
&lt;/div&gt;
&lt;/div&gt;&lt;p&gt;&lt;strong&gt;Step 2 &amp;ndash; Install (interactive, auto-detects your tools):&lt;/strong&gt;&lt;/p&gt;
&lt;div class=&#34;highlight&#34;&gt;&lt;div class=&#34;chroma&#34;&gt;
&lt;table class=&#34;lntable&#34;&gt;&lt;tr&gt;&lt;td class=&#34;lntd&#34;&gt;
&lt;pre tabindex=&#34;0&#34; class=&#34;chroma&#34;&gt;&lt;code&gt;&lt;span class=&#34;lnt&#34;&gt;1
&lt;/span&gt;&lt;span class=&#34;lnt&#34;&gt;2
&lt;/span&gt;&lt;/code&gt;&lt;/pre&gt;&lt;/td&gt;
&lt;td class=&#34;lntd&#34;&gt;
&lt;pre tabindex=&#34;0&#34; class=&#34;chroma&#34;&gt;&lt;code class=&#34;language-bash&#34; data-lang=&#34;bash&#34;&gt;&lt;span class=&#34;line&#34;&gt;&lt;span class=&#34;cl&#34;&gt;./scripts/install.sh
&lt;/span&gt;&lt;/span&gt;&lt;span class=&#34;line&#34;&gt;&lt;span class=&#34;cl&#34;&gt;&lt;span class=&#34;c1&#34;&gt;# Faster (parallel, output order may vary): ./scripts/install.sh --no-interactive --parallel&lt;/span&gt;
&lt;/span&gt;&lt;/span&gt;&lt;/code&gt;&lt;/pre&gt;&lt;/td&gt;&lt;/tr&gt;&lt;/table&gt;
&lt;/div&gt;
&lt;/div&gt;&lt;p&gt;The installer scans your system for installed tools, shows a checkbox UI, and lets you pick exactly what to install:&lt;/p&gt;
&lt;div class=&#34;highlight&#34;&gt;&lt;div class=&#34;chroma&#34;&gt;
&lt;table class=&#34;lntable&#34;&gt;&lt;tr&gt;&lt;td class=&#34;lntd&#34;&gt;
&lt;pre tabindex=&#34;0&#34; class=&#34;chroma&#34;&gt;&lt;code&gt;&lt;span class=&#34;lnt&#34;&gt; 1
&lt;/span&gt;&lt;span class=&#34;lnt&#34;&gt; 2
&lt;/span&gt;&lt;span class=&#34;lnt&#34;&gt; 3
&lt;/span&gt;&lt;span class=&#34;lnt&#34;&gt; 4
&lt;/span&gt;&lt;span class=&#34;lnt&#34;&gt; 5
&lt;/span&gt;&lt;span class=&#34;lnt&#34;&gt; 6
&lt;/span&gt;&lt;span class=&#34;lnt&#34;&gt; 7
&lt;/span&gt;&lt;span class=&#34;lnt&#34;&gt; 8
&lt;/span&gt;&lt;span class=&#34;lnt&#34;&gt; 9
&lt;/span&gt;&lt;span class=&#34;lnt&#34;&gt;10
&lt;/span&gt;&lt;span class=&#34;lnt&#34;&gt;11
&lt;/span&gt;&lt;span class=&#34;lnt&#34;&gt;12
&lt;/span&gt;&lt;span class=&#34;lnt&#34;&gt;13
&lt;/span&gt;&lt;span class=&#34;lnt&#34;&gt;14
&lt;/span&gt;&lt;span class=&#34;lnt&#34;&gt;15
&lt;/span&gt;&lt;span class=&#34;lnt&#34;&gt;16
&lt;/span&gt;&lt;span class=&#34;lnt&#34;&gt;17
&lt;/span&gt;&lt;span class=&#34;lnt&#34;&gt;18
&lt;/span&gt;&lt;span class=&#34;lnt&#34;&gt;19
&lt;/span&gt;&lt;span class=&#34;lnt&#34;&gt;20
&lt;/span&gt;&lt;span class=&#34;lnt&#34;&gt;21
&lt;/span&gt;&lt;/code&gt;&lt;/pre&gt;&lt;/td&gt;
&lt;td class=&#34;lntd&#34;&gt;
&lt;pre tabindex=&#34;0&#34; class=&#34;chroma&#34;&gt;&lt;code class=&#34;language-fallback&#34; data-lang=&#34;fallback&#34;&gt;&lt;span class=&#34;line&#34;&gt;&lt;span class=&#34;cl&#34;&gt;  +------------------------------------------------+
&lt;/span&gt;&lt;/span&gt;&lt;span class=&#34;line&#34;&gt;&lt;span class=&#34;cl&#34;&gt;  |   The Agency -- Tool Installer                 |
&lt;/span&gt;&lt;/span&gt;&lt;span class=&#34;line&#34;&gt;&lt;span class=&#34;cl&#34;&gt;  +------------------------------------------------+
&lt;/span&gt;&lt;/span&gt;&lt;span class=&#34;line&#34;&gt;&lt;span class=&#34;cl&#34;&gt;
&lt;/span&gt;&lt;/span&gt;&lt;span class=&#34;line&#34;&gt;&lt;span class=&#34;cl&#34;&gt;  System scan: [*] = detected on this machine
&lt;/span&gt;&lt;/span&gt;&lt;span class=&#34;line&#34;&gt;&lt;span class=&#34;cl&#34;&gt;
&lt;/span&gt;&lt;/span&gt;&lt;span class=&#34;line&#34;&gt;&lt;span class=&#34;cl&#34;&gt;  [x]  1)  [*]  Claude Code     (claude.ai/code)
&lt;/span&gt;&lt;/span&gt;&lt;span class=&#34;line&#34;&gt;&lt;span class=&#34;cl&#34;&gt;  [x]  2)  [*]  Copilot         (~/.github + ~/.copilot)
&lt;/span&gt;&lt;/span&gt;&lt;span class=&#34;line&#34;&gt;&lt;span class=&#34;cl&#34;&gt;  [x]  3)  [*]  Antigravity     (~/.gemini/antigravity)
&lt;/span&gt;&lt;/span&gt;&lt;span class=&#34;line&#34;&gt;&lt;span class=&#34;cl&#34;&gt;  [ ]  4)  [ ]  Gemini CLI      (~/.gemini/agents)
&lt;/span&gt;&lt;/span&gt;&lt;span class=&#34;line&#34;&gt;&lt;span class=&#34;cl&#34;&gt;  [ ]  5)  [ ]  OpenCode        (opencode.ai)
&lt;/span&gt;&lt;/span&gt;&lt;span class=&#34;line&#34;&gt;&lt;span class=&#34;cl&#34;&gt;  [ ]  6)  [ ]  OpenClaw        (~/.openclaw/agency-agents)
&lt;/span&gt;&lt;/span&gt;&lt;span class=&#34;line&#34;&gt;&lt;span class=&#34;cl&#34;&gt;  [x]  7)  [*]  Cursor          (.cursor/rules)
&lt;/span&gt;&lt;/span&gt;&lt;span class=&#34;line&#34;&gt;&lt;span class=&#34;cl&#34;&gt;  [ ]  8)  [ ]  Aider           (CONVENTIONS.md)
&lt;/span&gt;&lt;/span&gt;&lt;span class=&#34;line&#34;&gt;&lt;span class=&#34;cl&#34;&gt;  [ ]  9)  [ ]  Windsurf        (.windsurfrules)
&lt;/span&gt;&lt;/span&gt;&lt;span class=&#34;line&#34;&gt;&lt;span class=&#34;cl&#34;&gt;  [ ] 10)  [ ]  Qwen Code       (~/.qwen/agents)
&lt;/span&gt;&lt;/span&gt;&lt;span class=&#34;line&#34;&gt;&lt;span class=&#34;cl&#34;&gt;  [ ] 11)  [ ]  Kimi Code       (~/.config/kimi/agents)
&lt;/span&gt;&lt;/span&gt;&lt;span class=&#34;line&#34;&gt;&lt;span class=&#34;cl&#34;&gt;  [ ] 12)  [ ]  Codex           (~/.codex/agents)
&lt;/span&gt;&lt;/span&gt;&lt;span class=&#34;line&#34;&gt;&lt;span class=&#34;cl&#34;&gt;
&lt;/span&gt;&lt;/span&gt;&lt;span class=&#34;line&#34;&gt;&lt;span class=&#34;cl&#34;&gt;  [1-12] toggle   [a] all   [n] none   [d] detected
&lt;/span&gt;&lt;/span&gt;&lt;span class=&#34;line&#34;&gt;&lt;span class=&#34;cl&#34;&gt;  [Enter] install   [q] quit
&lt;/span&gt;&lt;/span&gt;&lt;/code&gt;&lt;/pre&gt;&lt;/td&gt;&lt;/tr&gt;&lt;/table&gt;
&lt;/div&gt;
&lt;/div&gt;&lt;p&gt;&lt;strong&gt;Or install a specific tool directly:&lt;/strong&gt;&lt;/p&gt;
&lt;div class=&#34;highlight&#34;&gt;&lt;div class=&#34;chroma&#34;&gt;
&lt;table class=&#34;lntable&#34;&gt;&lt;tr&gt;&lt;td class=&#34;lntd&#34;&gt;
&lt;pre tabindex=&#34;0&#34; class=&#34;chroma&#34;&gt;&lt;code&gt;&lt;span class=&#34;lnt&#34;&gt;1
&lt;/span&gt;&lt;span class=&#34;lnt&#34;&gt;2
&lt;/span&gt;&lt;span class=&#34;lnt&#34;&gt;3
&lt;/span&gt;&lt;span class=&#34;lnt&#34;&gt;4
&lt;/span&gt;&lt;span class=&#34;lnt&#34;&gt;5
&lt;/span&gt;&lt;/code&gt;&lt;/pre&gt;&lt;/td&gt;
&lt;td class=&#34;lntd&#34;&gt;
&lt;pre tabindex=&#34;0&#34; class=&#34;chroma&#34;&gt;&lt;code class=&#34;language-bash&#34; data-lang=&#34;bash&#34;&gt;&lt;span class=&#34;line&#34;&gt;&lt;span class=&#34;cl&#34;&gt;./scripts/install.sh --tool cursor
&lt;/span&gt;&lt;/span&gt;&lt;span class=&#34;line&#34;&gt;&lt;span class=&#34;cl&#34;&gt;./scripts/install.sh --tool opencode
&lt;/span&gt;&lt;/span&gt;&lt;span class=&#34;line&#34;&gt;&lt;span class=&#34;cl&#34;&gt;./scripts/install.sh --tool openclaw
&lt;/span&gt;&lt;/span&gt;&lt;span class=&#34;line&#34;&gt;&lt;span class=&#34;cl&#34;&gt;./scripts/install.sh --tool antigravity
&lt;/span&gt;&lt;/span&gt;&lt;span class=&#34;line&#34;&gt;&lt;span class=&#34;cl&#34;&gt;./scripts/install.sh --tool codex
&lt;/span&gt;&lt;/span&gt;&lt;/code&gt;&lt;/pre&gt;&lt;/td&gt;&lt;/tr&gt;&lt;/table&gt;
&lt;/div&gt;
&lt;/div&gt;&lt;p&gt;&lt;strong&gt;Non-interactive (CI/scripts):&lt;/strong&gt;&lt;/p&gt;
&lt;div class=&#34;highlight&#34;&gt;&lt;div class=&#34;chroma&#34;&gt;
&lt;table class=&#34;lntable&#34;&gt;&lt;tr&gt;&lt;td class=&#34;lntd&#34;&gt;
&lt;pre tabindex=&#34;0&#34; class=&#34;chroma&#34;&gt;&lt;code&gt;&lt;span class=&#34;lnt&#34;&gt;1
&lt;/span&gt;&lt;/code&gt;&lt;/pre&gt;&lt;/td&gt;
&lt;td class=&#34;lntd&#34;&gt;
&lt;pre tabindex=&#34;0&#34; class=&#34;chroma&#34;&gt;&lt;code class=&#34;language-bash&#34; data-lang=&#34;bash&#34;&gt;&lt;span class=&#34;line&#34;&gt;&lt;span class=&#34;cl&#34;&gt;./scripts/install.sh --no-interactive --tool all
&lt;/span&gt;&lt;/span&gt;&lt;/code&gt;&lt;/pre&gt;&lt;/td&gt;&lt;/tr&gt;&lt;/table&gt;
&lt;/div&gt;
&lt;/div&gt;&lt;p&gt;&lt;strong&gt;Faster runs (parallel)&lt;/strong&gt; — On multi-core machines, use &lt;code&gt;--parallel&lt;/code&gt; so each tool is processed in parallel. Output order across tools is non-deterministic. Works with both interactive and non-interactive install: e.g. &lt;code&gt;./scripts/install.sh --interactive --parallel&lt;/code&gt; (pick tools, then install in parallel) or &lt;code&gt;./scripts/install.sh --no-interactive --parallel&lt;/code&gt;. Job count defaults to &lt;code&gt;nproc&lt;/code&gt; (Linux), &lt;code&gt;sysctl -n hw.ncpu&lt;/code&gt; (macOS), or 4; override with &lt;code&gt;--jobs N&lt;/code&gt;.&lt;/p&gt;
&lt;div class=&#34;highlight&#34;&gt;&lt;div class=&#34;chroma&#34;&gt;
&lt;table class=&#34;lntable&#34;&gt;&lt;tr&gt;&lt;td class=&#34;lntd&#34;&gt;
&lt;pre tabindex=&#34;0&#34; class=&#34;chroma&#34;&gt;&lt;code&gt;&lt;span class=&#34;lnt&#34;&gt;1
&lt;/span&gt;&lt;span class=&#34;lnt&#34;&gt;2
&lt;/span&gt;&lt;span class=&#34;lnt&#34;&gt;3
&lt;/span&gt;&lt;span class=&#34;lnt&#34;&gt;4
&lt;/span&gt;&lt;span class=&#34;lnt&#34;&gt;5
&lt;/span&gt;&lt;/code&gt;&lt;/pre&gt;&lt;/td&gt;
&lt;td class=&#34;lntd&#34;&gt;
&lt;pre tabindex=&#34;0&#34; class=&#34;chroma&#34;&gt;&lt;code class=&#34;language-bash&#34; data-lang=&#34;bash&#34;&gt;&lt;span class=&#34;line&#34;&gt;&lt;span class=&#34;cl&#34;&gt;./scripts/convert.sh --parallel                    &lt;span class=&#34;c1&#34;&gt;# convert all tools in parallel&lt;/span&gt;
&lt;/span&gt;&lt;/span&gt;&lt;span class=&#34;line&#34;&gt;&lt;span class=&#34;cl&#34;&gt;./scripts/convert.sh --parallel --jobs &lt;span class=&#34;m&#34;&gt;8&lt;/span&gt;           &lt;span class=&#34;c1&#34;&gt;# cap parallel jobs&lt;/span&gt;
&lt;/span&gt;&lt;/span&gt;&lt;span class=&#34;line&#34;&gt;&lt;span class=&#34;cl&#34;&gt;./scripts/install.sh --no-interactive --parallel   &lt;span class=&#34;c1&#34;&gt;# install all detected tools in parallel&lt;/span&gt;
&lt;/span&gt;&lt;/span&gt;&lt;span class=&#34;line&#34;&gt;&lt;span class=&#34;cl&#34;&gt;./scripts/install.sh --interactive --parallel      &lt;span class=&#34;c1&#34;&gt;# pick tools, then install in parallel&lt;/span&gt;
&lt;/span&gt;&lt;/span&gt;&lt;span class=&#34;line&#34;&gt;&lt;span class=&#34;cl&#34;&gt;./scripts/install.sh --no-interactive --parallel --jobs &lt;span class=&#34;m&#34;&gt;4&lt;/span&gt;
&lt;/span&gt;&lt;/span&gt;&lt;/code&gt;&lt;/pre&gt;&lt;/td&gt;&lt;/tr&gt;&lt;/table&gt;
&lt;/div&gt;
&lt;/div&gt;&lt;hr&gt;
&lt;h3 id=&#34;tool-specific-instructions&#34;&gt;Tool-Specific Instructions
&lt;/h3&gt;&lt;details&gt;
&lt;summary&gt;&lt;strong&gt;Claude Code&lt;/strong&gt;&lt;/summary&gt;
&lt;p&gt;Agents are copied directly from the repo into &lt;code&gt;~/.claude/agents/&lt;/code&gt; &amp;ndash; no conversion needed.&lt;/p&gt;
&lt;div class=&#34;highlight&#34;&gt;&lt;div class=&#34;chroma&#34;&gt;
&lt;table class=&#34;lntable&#34;&gt;&lt;tr&gt;&lt;td class=&#34;lntd&#34;&gt;
&lt;pre tabindex=&#34;0&#34; class=&#34;chroma&#34;&gt;&lt;code&gt;&lt;span class=&#34;lnt&#34;&gt;1
&lt;/span&gt;&lt;/code&gt;&lt;/pre&gt;&lt;/td&gt;
&lt;td class=&#34;lntd&#34;&gt;
&lt;pre tabindex=&#34;0&#34; class=&#34;chroma&#34;&gt;&lt;code class=&#34;language-bash&#34; data-lang=&#34;bash&#34;&gt;&lt;span class=&#34;line&#34;&gt;&lt;span class=&#34;cl&#34;&gt;./scripts/install.sh --tool claude-code
&lt;/span&gt;&lt;/span&gt;&lt;/code&gt;&lt;/pre&gt;&lt;/td&gt;&lt;/tr&gt;&lt;/table&gt;
&lt;/div&gt;
&lt;/div&gt;&lt;p&gt;Then activate in Claude Code:&lt;/p&gt;
&lt;div class=&#34;highlight&#34;&gt;&lt;div class=&#34;chroma&#34;&gt;
&lt;table class=&#34;lntable&#34;&gt;&lt;tr&gt;&lt;td class=&#34;lntd&#34;&gt;
&lt;pre tabindex=&#34;0&#34; class=&#34;chroma&#34;&gt;&lt;code&gt;&lt;span class=&#34;lnt&#34;&gt;1
&lt;/span&gt;&lt;/code&gt;&lt;/pre&gt;&lt;/td&gt;
&lt;td class=&#34;lntd&#34;&gt;
&lt;pre tabindex=&#34;0&#34; class=&#34;chroma&#34;&gt;&lt;code class=&#34;language-fallback&#34; data-lang=&#34;fallback&#34;&gt;&lt;span class=&#34;line&#34;&gt;&lt;span class=&#34;cl&#34;&gt;Use the Frontend Developer agent to review this component.
&lt;/span&gt;&lt;/span&gt;&lt;/code&gt;&lt;/pre&gt;&lt;/td&gt;&lt;/tr&gt;&lt;/table&gt;
&lt;/div&gt;
&lt;/div&gt;&lt;p&gt;See &lt;a class=&#34;link&#34; href=&#34;integrations/claude-code/README.md&#34; &gt;integrations/claude-code/README.md&lt;/a&gt; for details.&lt;/p&gt;
&lt;/details&gt;
&lt;details&gt;
&lt;summary&gt;&lt;strong&gt;GitHub Copilot&lt;/strong&gt;&lt;/summary&gt;
&lt;p&gt;Agents are copied directly from the repo into &lt;code&gt;~/.github/agents/&lt;/code&gt; and &lt;code&gt;~/.copilot/agents/&lt;/code&gt; &amp;ndash; no conversion needed.&lt;/p&gt;
&lt;div class=&#34;highlight&#34;&gt;&lt;div class=&#34;chroma&#34;&gt;
&lt;table class=&#34;lntable&#34;&gt;&lt;tr&gt;&lt;td class=&#34;lntd&#34;&gt;
&lt;pre tabindex=&#34;0&#34; class=&#34;chroma&#34;&gt;&lt;code&gt;&lt;span class=&#34;lnt&#34;&gt;1
&lt;/span&gt;&lt;/code&gt;&lt;/pre&gt;&lt;/td&gt;
&lt;td class=&#34;lntd&#34;&gt;
&lt;pre tabindex=&#34;0&#34; class=&#34;chroma&#34;&gt;&lt;code class=&#34;language-bash&#34; data-lang=&#34;bash&#34;&gt;&lt;span class=&#34;line&#34;&gt;&lt;span class=&#34;cl&#34;&gt;./scripts/install.sh --tool copilot
&lt;/span&gt;&lt;/span&gt;&lt;/code&gt;&lt;/pre&gt;&lt;/td&gt;&lt;/tr&gt;&lt;/table&gt;
&lt;/div&gt;
&lt;/div&gt;&lt;p&gt;Then activate in GitHub Copilot:&lt;/p&gt;
&lt;div class=&#34;highlight&#34;&gt;&lt;div class=&#34;chroma&#34;&gt;
&lt;table class=&#34;lntable&#34;&gt;&lt;tr&gt;&lt;td class=&#34;lntd&#34;&gt;
&lt;pre tabindex=&#34;0&#34; class=&#34;chroma&#34;&gt;&lt;code&gt;&lt;span class=&#34;lnt&#34;&gt;1
&lt;/span&gt;&lt;/code&gt;&lt;/pre&gt;&lt;/td&gt;
&lt;td class=&#34;lntd&#34;&gt;
&lt;pre tabindex=&#34;0&#34; class=&#34;chroma&#34;&gt;&lt;code class=&#34;language-fallback&#34; data-lang=&#34;fallback&#34;&gt;&lt;span class=&#34;line&#34;&gt;&lt;span class=&#34;cl&#34;&gt;Use the Frontend Developer agent to review this component.
&lt;/span&gt;&lt;/span&gt;&lt;/code&gt;&lt;/pre&gt;&lt;/td&gt;&lt;/tr&gt;&lt;/table&gt;
&lt;/div&gt;
&lt;/div&gt;&lt;p&gt;See &lt;a class=&#34;link&#34; href=&#34;integrations/github-copilot/README.md&#34; &gt;integrations/github-copilot/README.md&lt;/a&gt; for details.&lt;/p&gt;
&lt;/details&gt;
&lt;details&gt;
&lt;summary&gt;&lt;strong&gt;Antigravity (Gemini)&lt;/strong&gt;&lt;/summary&gt;
&lt;p&gt;Each agent becomes a skill in &lt;code&gt;~/.gemini/antigravity/skills/agency-&amp;lt;slug&amp;gt;/&lt;/code&gt;.&lt;/p&gt;
&lt;div class=&#34;highlight&#34;&gt;&lt;div class=&#34;chroma&#34;&gt;
&lt;table class=&#34;lntable&#34;&gt;&lt;tr&gt;&lt;td class=&#34;lntd&#34;&gt;
&lt;pre tabindex=&#34;0&#34; class=&#34;chroma&#34;&gt;&lt;code&gt;&lt;span class=&#34;lnt&#34;&gt;1
&lt;/span&gt;&lt;/code&gt;&lt;/pre&gt;&lt;/td&gt;
&lt;td class=&#34;lntd&#34;&gt;
&lt;pre tabindex=&#34;0&#34; class=&#34;chroma&#34;&gt;&lt;code class=&#34;language-bash&#34; data-lang=&#34;bash&#34;&gt;&lt;span class=&#34;line&#34;&gt;&lt;span class=&#34;cl&#34;&gt;./scripts/install.sh --tool antigravity
&lt;/span&gt;&lt;/span&gt;&lt;/code&gt;&lt;/pre&gt;&lt;/td&gt;&lt;/tr&gt;&lt;/table&gt;
&lt;/div&gt;
&lt;/div&gt;&lt;p&gt;Activate in Gemini with Antigravity:&lt;/p&gt;
&lt;div class=&#34;highlight&#34;&gt;&lt;div class=&#34;chroma&#34;&gt;
&lt;table class=&#34;lntable&#34;&gt;&lt;tr&gt;&lt;td class=&#34;lntd&#34;&gt;
&lt;pre tabindex=&#34;0&#34; class=&#34;chroma&#34;&gt;&lt;code&gt;&lt;span class=&#34;lnt&#34;&gt;1
&lt;/span&gt;&lt;/code&gt;&lt;/pre&gt;&lt;/td&gt;
&lt;td class=&#34;lntd&#34;&gt;
&lt;pre tabindex=&#34;0&#34; class=&#34;chroma&#34;&gt;&lt;code class=&#34;language-fallback&#34; data-lang=&#34;fallback&#34;&gt;&lt;span class=&#34;line&#34;&gt;&lt;span class=&#34;cl&#34;&gt;@agency-frontend-developer review this React component
&lt;/span&gt;&lt;/span&gt;&lt;/code&gt;&lt;/pre&gt;&lt;/td&gt;&lt;/tr&gt;&lt;/table&gt;
&lt;/div&gt;
&lt;/div&gt;&lt;p&gt;See &lt;a class=&#34;link&#34; href=&#34;integrations/antigravity/README.md&#34; &gt;integrations/antigravity/README.md&lt;/a&gt; for details.&lt;/p&gt;
&lt;/details&gt;
&lt;details&gt;
&lt;summary&gt;&lt;strong&gt;Gemini CLI&lt;/strong&gt;&lt;/summary&gt;
&lt;p&gt;Installs as Gemini CLI subagents.
On a fresh clone, generate the Gemini agent files before running the installer.&lt;/p&gt;
&lt;div class=&#34;highlight&#34;&gt;&lt;div class=&#34;chroma&#34;&gt;
&lt;table class=&#34;lntable&#34;&gt;&lt;tr&gt;&lt;td class=&#34;lntd&#34;&gt;
&lt;pre tabindex=&#34;0&#34; class=&#34;chroma&#34;&gt;&lt;code&gt;&lt;span class=&#34;lnt&#34;&gt;1
&lt;/span&gt;&lt;span class=&#34;lnt&#34;&gt;2
&lt;/span&gt;&lt;/code&gt;&lt;/pre&gt;&lt;/td&gt;
&lt;td class=&#34;lntd&#34;&gt;
&lt;pre tabindex=&#34;0&#34; class=&#34;chroma&#34;&gt;&lt;code class=&#34;language-bash&#34; data-lang=&#34;bash&#34;&gt;&lt;span class=&#34;line&#34;&gt;&lt;span class=&#34;cl&#34;&gt;./scripts/convert.sh --tool gemini-cli
&lt;/span&gt;&lt;/span&gt;&lt;span class=&#34;line&#34;&gt;&lt;span class=&#34;cl&#34;&gt;./scripts/install.sh --tool gemini-cli
&lt;/span&gt;&lt;/span&gt;&lt;/code&gt;&lt;/pre&gt;&lt;/td&gt;&lt;/tr&gt;&lt;/table&gt;
&lt;/div&gt;
&lt;/div&gt;&lt;p&gt;See &lt;a class=&#34;link&#34; href=&#34;integrations/gemini-cli/README.md&#34; &gt;integrations/gemini-cli/README.md&lt;/a&gt; for details.&lt;/p&gt;
&lt;/details&gt;
&lt;details&gt;
&lt;summary&gt;&lt;strong&gt;OpenCode&lt;/strong&gt;&lt;/summary&gt;
&lt;p&gt;Agents are placed in &lt;code&gt;.opencode/agents/&lt;/code&gt; in your project root (project-scoped).&lt;/p&gt;
&lt;div class=&#34;highlight&#34;&gt;&lt;div class=&#34;chroma&#34;&gt;
&lt;table class=&#34;lntable&#34;&gt;&lt;tr&gt;&lt;td class=&#34;lntd&#34;&gt;
&lt;pre tabindex=&#34;0&#34; class=&#34;chroma&#34;&gt;&lt;code&gt;&lt;span class=&#34;lnt&#34;&gt;1
&lt;/span&gt;&lt;span class=&#34;lnt&#34;&gt;2
&lt;/span&gt;&lt;/code&gt;&lt;/pre&gt;&lt;/td&gt;
&lt;td class=&#34;lntd&#34;&gt;
&lt;pre tabindex=&#34;0&#34; class=&#34;chroma&#34;&gt;&lt;code class=&#34;language-bash&#34; data-lang=&#34;bash&#34;&gt;&lt;span class=&#34;line&#34;&gt;&lt;span class=&#34;cl&#34;&gt;&lt;span class=&#34;nb&#34;&gt;cd&lt;/span&gt; /your/project
&lt;/span&gt;&lt;/span&gt;&lt;span class=&#34;line&#34;&gt;&lt;span class=&#34;cl&#34;&gt;/path/to/agency-agents/scripts/install.sh --tool opencode
&lt;/span&gt;&lt;/span&gt;&lt;/code&gt;&lt;/pre&gt;&lt;/td&gt;&lt;/tr&gt;&lt;/table&gt;
&lt;/div&gt;
&lt;/div&gt;&lt;p&gt;Or install globally:&lt;/p&gt;
&lt;div class=&#34;highlight&#34;&gt;&lt;div class=&#34;chroma&#34;&gt;
&lt;table class=&#34;lntable&#34;&gt;&lt;tr&gt;&lt;td class=&#34;lntd&#34;&gt;
&lt;pre tabindex=&#34;0&#34; class=&#34;chroma&#34;&gt;&lt;code&gt;&lt;span class=&#34;lnt&#34;&gt;1
&lt;/span&gt;&lt;span class=&#34;lnt&#34;&gt;2
&lt;/span&gt;&lt;/code&gt;&lt;/pre&gt;&lt;/td&gt;
&lt;td class=&#34;lntd&#34;&gt;
&lt;pre tabindex=&#34;0&#34; class=&#34;chroma&#34;&gt;&lt;code class=&#34;language-bash&#34; data-lang=&#34;bash&#34;&gt;&lt;span class=&#34;line&#34;&gt;&lt;span class=&#34;cl&#34;&gt;mkdir -p ~/.config/opencode/agents
&lt;/span&gt;&lt;/span&gt;&lt;span class=&#34;line&#34;&gt;&lt;span class=&#34;cl&#34;&gt;cp integrations/opencode/agents/*.md ~/.config/opencode/agents/
&lt;/span&gt;&lt;/span&gt;&lt;/code&gt;&lt;/pre&gt;&lt;/td&gt;&lt;/tr&gt;&lt;/table&gt;
&lt;/div&gt;
&lt;/div&gt;&lt;p&gt;Activate in OpenCode:&lt;/p&gt;
&lt;div class=&#34;highlight&#34;&gt;&lt;div class=&#34;chroma&#34;&gt;
&lt;table class=&#34;lntable&#34;&gt;&lt;tr&gt;&lt;td class=&#34;lntd&#34;&gt;
&lt;pre tabindex=&#34;0&#34; class=&#34;chroma&#34;&gt;&lt;code&gt;&lt;span class=&#34;lnt&#34;&gt;1
&lt;/span&gt;&lt;/code&gt;&lt;/pre&gt;&lt;/td&gt;
&lt;td class=&#34;lntd&#34;&gt;
&lt;pre tabindex=&#34;0&#34; class=&#34;chroma&#34;&gt;&lt;code class=&#34;language-fallback&#34; data-lang=&#34;fallback&#34;&gt;&lt;span class=&#34;line&#34;&gt;&lt;span class=&#34;cl&#34;&gt;@backend-architect design this API.
&lt;/span&gt;&lt;/span&gt;&lt;/code&gt;&lt;/pre&gt;&lt;/td&gt;&lt;/tr&gt;&lt;/table&gt;
&lt;/div&gt;
&lt;/div&gt;&lt;p&gt;See &lt;a class=&#34;link&#34; href=&#34;integrations/opencode/README.md&#34; &gt;integrations/opencode/README.md&lt;/a&gt; for details.&lt;/p&gt;
&lt;/details&gt;
&lt;details&gt;
&lt;summary&gt;&lt;strong&gt;Cursor&lt;/strong&gt;&lt;/summary&gt;
&lt;p&gt;Each agent becomes a &lt;code&gt;.mdc&lt;/code&gt; rule file in &lt;code&gt;.cursor/rules/&lt;/code&gt; of your project.&lt;/p&gt;
&lt;div class=&#34;highlight&#34;&gt;&lt;div class=&#34;chroma&#34;&gt;
&lt;table class=&#34;lntable&#34;&gt;&lt;tr&gt;&lt;td class=&#34;lntd&#34;&gt;
&lt;pre tabindex=&#34;0&#34; class=&#34;chroma&#34;&gt;&lt;code&gt;&lt;span class=&#34;lnt&#34;&gt;1
&lt;/span&gt;&lt;span class=&#34;lnt&#34;&gt;2
&lt;/span&gt;&lt;/code&gt;&lt;/pre&gt;&lt;/td&gt;
&lt;td class=&#34;lntd&#34;&gt;
&lt;pre tabindex=&#34;0&#34; class=&#34;chroma&#34;&gt;&lt;code class=&#34;language-bash&#34; data-lang=&#34;bash&#34;&gt;&lt;span class=&#34;line&#34;&gt;&lt;span class=&#34;cl&#34;&gt;&lt;span class=&#34;nb&#34;&gt;cd&lt;/span&gt; /your/project
&lt;/span&gt;&lt;/span&gt;&lt;span class=&#34;line&#34;&gt;&lt;span class=&#34;cl&#34;&gt;/path/to/agency-agents/scripts/install.sh --tool cursor
&lt;/span&gt;&lt;/span&gt;&lt;/code&gt;&lt;/pre&gt;&lt;/td&gt;&lt;/tr&gt;&lt;/table&gt;
&lt;/div&gt;
&lt;/div&gt;&lt;p&gt;Rules are auto-applied when Cursor detects them in the project. Reference them explicitly:&lt;/p&gt;
&lt;div class=&#34;highlight&#34;&gt;&lt;div class=&#34;chroma&#34;&gt;
&lt;table class=&#34;lntable&#34;&gt;&lt;tr&gt;&lt;td class=&#34;lntd&#34;&gt;
&lt;pre tabindex=&#34;0&#34; class=&#34;chroma&#34;&gt;&lt;code&gt;&lt;span class=&#34;lnt&#34;&gt;1
&lt;/span&gt;&lt;/code&gt;&lt;/pre&gt;&lt;/td&gt;
&lt;td class=&#34;lntd&#34;&gt;
&lt;pre tabindex=&#34;0&#34; class=&#34;chroma&#34;&gt;&lt;code class=&#34;language-fallback&#34; data-lang=&#34;fallback&#34;&gt;&lt;span class=&#34;line&#34;&gt;&lt;span class=&#34;cl&#34;&gt;Use the @security-engineer rules to review this code.
&lt;/span&gt;&lt;/span&gt;&lt;/code&gt;&lt;/pre&gt;&lt;/td&gt;&lt;/tr&gt;&lt;/table&gt;
&lt;/div&gt;
&lt;/div&gt;&lt;p&gt;See &lt;a class=&#34;link&#34; href=&#34;integrations/cursor/README.md&#34; &gt;integrations/cursor/README.md&lt;/a&gt; for details.&lt;/p&gt;
&lt;/details&gt;
&lt;details&gt;
&lt;summary&gt;&lt;strong&gt;Aider&lt;/strong&gt;&lt;/summary&gt;
&lt;p&gt;All agents are compiled into a single &lt;code&gt;CONVENTIONS.md&lt;/code&gt; file that Aider reads automatically.&lt;/p&gt;
&lt;div class=&#34;highlight&#34;&gt;&lt;div class=&#34;chroma&#34;&gt;
&lt;table class=&#34;lntable&#34;&gt;&lt;tr&gt;&lt;td class=&#34;lntd&#34;&gt;
&lt;pre tabindex=&#34;0&#34; class=&#34;chroma&#34;&gt;&lt;code&gt;&lt;span class=&#34;lnt&#34;&gt;1
&lt;/span&gt;&lt;span class=&#34;lnt&#34;&gt;2
&lt;/span&gt;&lt;/code&gt;&lt;/pre&gt;&lt;/td&gt;
&lt;td class=&#34;lntd&#34;&gt;
&lt;pre tabindex=&#34;0&#34; class=&#34;chroma&#34;&gt;&lt;code class=&#34;language-bash&#34; data-lang=&#34;bash&#34;&gt;&lt;span class=&#34;line&#34;&gt;&lt;span class=&#34;cl&#34;&gt;&lt;span class=&#34;nb&#34;&gt;cd&lt;/span&gt; /your/project
&lt;/span&gt;&lt;/span&gt;&lt;span class=&#34;line&#34;&gt;&lt;span class=&#34;cl&#34;&gt;/path/to/agency-agents/scripts/install.sh --tool aider
&lt;/span&gt;&lt;/span&gt;&lt;/code&gt;&lt;/pre&gt;&lt;/td&gt;&lt;/tr&gt;&lt;/table&gt;
&lt;/div&gt;
&lt;/div&gt;&lt;p&gt;Then reference agents in your Aider session:&lt;/p&gt;
&lt;div class=&#34;highlight&#34;&gt;&lt;div class=&#34;chroma&#34;&gt;
&lt;table class=&#34;lntable&#34;&gt;&lt;tr&gt;&lt;td class=&#34;lntd&#34;&gt;
&lt;pre tabindex=&#34;0&#34; class=&#34;chroma&#34;&gt;&lt;code&gt;&lt;span class=&#34;lnt&#34;&gt;1
&lt;/span&gt;&lt;/code&gt;&lt;/pre&gt;&lt;/td&gt;
&lt;td class=&#34;lntd&#34;&gt;
&lt;pre tabindex=&#34;0&#34; class=&#34;chroma&#34;&gt;&lt;code class=&#34;language-fallback&#34; data-lang=&#34;fallback&#34;&gt;&lt;span class=&#34;line&#34;&gt;&lt;span class=&#34;cl&#34;&gt;Use the Frontend Developer agent to refactor this component.
&lt;/span&gt;&lt;/span&gt;&lt;/code&gt;&lt;/pre&gt;&lt;/td&gt;&lt;/tr&gt;&lt;/table&gt;
&lt;/div&gt;
&lt;/div&gt;&lt;p&gt;See &lt;a class=&#34;link&#34; href=&#34;integrations/aider/README.md&#34; &gt;integrations/aider/README.md&lt;/a&gt; for details.&lt;/p&gt;
&lt;/details&gt;
&lt;details&gt;
&lt;summary&gt;&lt;strong&gt;Windsurf&lt;/strong&gt;&lt;/summary&gt;
&lt;p&gt;All agents are compiled into &lt;code&gt;.windsurfrules&lt;/code&gt; in your project root.&lt;/p&gt;
&lt;div class=&#34;highlight&#34;&gt;&lt;div class=&#34;chroma&#34;&gt;
&lt;table class=&#34;lntable&#34;&gt;&lt;tr&gt;&lt;td class=&#34;lntd&#34;&gt;
&lt;pre tabindex=&#34;0&#34; class=&#34;chroma&#34;&gt;&lt;code&gt;&lt;span class=&#34;lnt&#34;&gt;1
&lt;/span&gt;&lt;span class=&#34;lnt&#34;&gt;2
&lt;/span&gt;&lt;/code&gt;&lt;/pre&gt;&lt;/td&gt;
&lt;td class=&#34;lntd&#34;&gt;
&lt;pre tabindex=&#34;0&#34; class=&#34;chroma&#34;&gt;&lt;code class=&#34;language-bash&#34; data-lang=&#34;bash&#34;&gt;&lt;span class=&#34;line&#34;&gt;&lt;span class=&#34;cl&#34;&gt;&lt;span class=&#34;nb&#34;&gt;cd&lt;/span&gt; /your/project
&lt;/span&gt;&lt;/span&gt;&lt;span class=&#34;line&#34;&gt;&lt;span class=&#34;cl&#34;&gt;/path/to/agency-agents/scripts/install.sh --tool windsurf
&lt;/span&gt;&lt;/span&gt;&lt;/code&gt;&lt;/pre&gt;&lt;/td&gt;&lt;/tr&gt;&lt;/table&gt;
&lt;/div&gt;
&lt;/div&gt;&lt;p&gt;Reference agents in Windsurf&amp;rsquo;s Cascade:&lt;/p&gt;
&lt;div class=&#34;highlight&#34;&gt;&lt;div class=&#34;chroma&#34;&gt;
&lt;table class=&#34;lntable&#34;&gt;&lt;tr&gt;&lt;td class=&#34;lntd&#34;&gt;
&lt;pre tabindex=&#34;0&#34; class=&#34;chroma&#34;&gt;&lt;code&gt;&lt;span class=&#34;lnt&#34;&gt;1
&lt;/span&gt;&lt;/code&gt;&lt;/pre&gt;&lt;/td&gt;
&lt;td class=&#34;lntd&#34;&gt;
&lt;pre tabindex=&#34;0&#34; class=&#34;chroma&#34;&gt;&lt;code class=&#34;language-fallback&#34; data-lang=&#34;fallback&#34;&gt;&lt;span class=&#34;line&#34;&gt;&lt;span class=&#34;cl&#34;&gt;Use the Reality Checker agent to verify this is production ready.
&lt;/span&gt;&lt;/span&gt;&lt;/code&gt;&lt;/pre&gt;&lt;/td&gt;&lt;/tr&gt;&lt;/table&gt;
&lt;/div&gt;
&lt;/div&gt;&lt;p&gt;See &lt;a class=&#34;link&#34; href=&#34;integrations/windsurf/README.md&#34; &gt;integrations/windsurf/README.md&lt;/a&gt; for details.&lt;/p&gt;
&lt;/details&gt;
&lt;details&gt;
&lt;summary&gt;&lt;strong&gt;OpenClaw&lt;/strong&gt;&lt;/summary&gt;
&lt;p&gt;Each agent becomes a workspace with &lt;code&gt;SOUL.md&lt;/code&gt;, &lt;code&gt;AGENTS.md&lt;/code&gt;, and &lt;code&gt;IDENTITY.md&lt;/code&gt; in &lt;code&gt;~/.openclaw/agency-agents/&lt;/code&gt;.&lt;/p&gt;
&lt;div class=&#34;highlight&#34;&gt;&lt;div class=&#34;chroma&#34;&gt;
&lt;table class=&#34;lntable&#34;&gt;&lt;tr&gt;&lt;td class=&#34;lntd&#34;&gt;
&lt;pre tabindex=&#34;0&#34; class=&#34;chroma&#34;&gt;&lt;code&gt;&lt;span class=&#34;lnt&#34;&gt;1
&lt;/span&gt;&lt;span class=&#34;lnt&#34;&gt;2
&lt;/span&gt;&lt;/code&gt;&lt;/pre&gt;&lt;/td&gt;
&lt;td class=&#34;lntd&#34;&gt;
&lt;pre tabindex=&#34;0&#34; class=&#34;chroma&#34;&gt;&lt;code class=&#34;language-bash&#34; data-lang=&#34;bash&#34;&gt;&lt;span class=&#34;line&#34;&gt;&lt;span class=&#34;cl&#34;&gt;./scripts/convert.sh --tool openclaw
&lt;/span&gt;&lt;/span&gt;&lt;span class=&#34;line&#34;&gt;&lt;span class=&#34;cl&#34;&gt;./scripts/install.sh --tool openclaw
&lt;/span&gt;&lt;/span&gt;&lt;/code&gt;&lt;/pre&gt;&lt;/td&gt;&lt;/tr&gt;&lt;/table&gt;
&lt;/div&gt;
&lt;/div&gt;&lt;p&gt;If the &lt;code&gt;openclaw&lt;/code&gt; CLI is available, the installer registers each workspace automatically.
Run &lt;code&gt;openclaw gateway restart&lt;/code&gt; after installation so the new agents are activated.&lt;/p&gt;
&lt;p&gt;See &lt;a class=&#34;link&#34; href=&#34;integrations/openclaw/README.md&#34; &gt;integrations/openclaw/README.md&lt;/a&gt; for details.&lt;/p&gt;
&lt;/details&gt;
&lt;details&gt;
&lt;summary&gt;&lt;strong&gt;Qwen Code&lt;/strong&gt;&lt;/summary&gt;
&lt;p&gt;SubAgents are installed to &lt;code&gt;.qwen/agents/&lt;/code&gt; in your project root (project-scoped).&lt;/p&gt;
&lt;div class=&#34;highlight&#34;&gt;&lt;div class=&#34;chroma&#34;&gt;
&lt;table class=&#34;lntable&#34;&gt;&lt;tr&gt;&lt;td class=&#34;lntd&#34;&gt;
&lt;pre tabindex=&#34;0&#34; class=&#34;chroma&#34;&gt;&lt;code&gt;&lt;span class=&#34;lnt&#34;&gt;1
&lt;/span&gt;&lt;span class=&#34;lnt&#34;&gt;2
&lt;/span&gt;&lt;span class=&#34;lnt&#34;&gt;3
&lt;/span&gt;&lt;span class=&#34;lnt&#34;&gt;4
&lt;/span&gt;&lt;/code&gt;&lt;/pre&gt;&lt;/td&gt;
&lt;td class=&#34;lntd&#34;&gt;
&lt;pre tabindex=&#34;0&#34; class=&#34;chroma&#34;&gt;&lt;code class=&#34;language-bash&#34; data-lang=&#34;bash&#34;&gt;&lt;span class=&#34;line&#34;&gt;&lt;span class=&#34;cl&#34;&gt;&lt;span class=&#34;c1&#34;&gt;# Convert and install (run from your project root)&lt;/span&gt;
&lt;/span&gt;&lt;/span&gt;&lt;span class=&#34;line&#34;&gt;&lt;span class=&#34;cl&#34;&gt;&lt;span class=&#34;nb&#34;&gt;cd&lt;/span&gt; /your/project
&lt;/span&gt;&lt;/span&gt;&lt;span class=&#34;line&#34;&gt;&lt;span class=&#34;cl&#34;&gt;./scripts/convert.sh --tool qwen
&lt;/span&gt;&lt;/span&gt;&lt;span class=&#34;line&#34;&gt;&lt;span class=&#34;cl&#34;&gt;./scripts/install.sh --tool qwen
&lt;/span&gt;&lt;/span&gt;&lt;/code&gt;&lt;/pre&gt;&lt;/td&gt;&lt;/tr&gt;&lt;/table&gt;
&lt;/div&gt;
&lt;/div&gt;&lt;p&gt;&lt;strong&gt;Usage in Qwen Code:&lt;/strong&gt;&lt;/p&gt;
&lt;ul&gt;
&lt;li&gt;Reference by name: &lt;code&gt;Use the frontend-developer agent to review this component&lt;/code&gt;&lt;/li&gt;
&lt;li&gt;Or let Qwen auto-delegate based on task context&lt;/li&gt;
&lt;li&gt;Manage via &lt;code&gt;/agents&lt;/code&gt; command in interactive mode&lt;/li&gt;
&lt;/ul&gt;
&lt;blockquote&gt;
&lt;p&gt;📚 &lt;a class=&#34;link&#34; href=&#34;https://qwenlm.github.io/qwen-code-docs/en/users/features/sub-agents/&#34;  target=&#34;_blank&#34; rel=&#34;noopener&#34;
    &gt;Qwen SubAgents Docs&lt;/a&gt;&lt;/p&gt;
&lt;/blockquote&gt;
&lt;/details&gt;
&lt;details&gt;
&lt;summary&gt;&lt;strong&gt;Kimi Code&lt;/strong&gt;&lt;/summary&gt;
&lt;p&gt;Agents are converted to Kimi Code CLI format (YAML + system prompt) and installed to &lt;code&gt;~/.config/kimi/agents/&lt;/code&gt;.&lt;/p&gt;
&lt;div class=&#34;highlight&#34;&gt;&lt;div class=&#34;chroma&#34;&gt;
&lt;table class=&#34;lntable&#34;&gt;&lt;tr&gt;&lt;td class=&#34;lntd&#34;&gt;
&lt;pre tabindex=&#34;0&#34; class=&#34;chroma&#34;&gt;&lt;code&gt;&lt;span class=&#34;lnt&#34;&gt;1
&lt;/span&gt;&lt;span class=&#34;lnt&#34;&gt;2
&lt;/span&gt;&lt;span class=&#34;lnt&#34;&gt;3
&lt;/span&gt;&lt;/code&gt;&lt;/pre&gt;&lt;/td&gt;
&lt;td class=&#34;lntd&#34;&gt;
&lt;pre tabindex=&#34;0&#34; class=&#34;chroma&#34;&gt;&lt;code class=&#34;language-bash&#34; data-lang=&#34;bash&#34;&gt;&lt;span class=&#34;line&#34;&gt;&lt;span class=&#34;cl&#34;&gt;&lt;span class=&#34;c1&#34;&gt;# Convert and install&lt;/span&gt;
&lt;/span&gt;&lt;/span&gt;&lt;span class=&#34;line&#34;&gt;&lt;span class=&#34;cl&#34;&gt;./scripts/convert.sh --tool kimi
&lt;/span&gt;&lt;/span&gt;&lt;span class=&#34;line&#34;&gt;&lt;span class=&#34;cl&#34;&gt;./scripts/install.sh --tool kimi
&lt;/span&gt;&lt;/span&gt;&lt;/code&gt;&lt;/pre&gt;&lt;/td&gt;&lt;/tr&gt;&lt;/table&gt;
&lt;/div&gt;
&lt;/div&gt;&lt;p&gt;&lt;strong&gt;Usage with Kimi Code:&lt;/strong&gt;&lt;/p&gt;
&lt;div class=&#34;highlight&#34;&gt;&lt;div class=&#34;chroma&#34;&gt;
&lt;table class=&#34;lntable&#34;&gt;&lt;tr&gt;&lt;td class=&#34;lntd&#34;&gt;
&lt;pre tabindex=&#34;0&#34; class=&#34;chroma&#34;&gt;&lt;code&gt;&lt;span class=&#34;lnt&#34;&gt;1
&lt;/span&gt;&lt;span class=&#34;lnt&#34;&gt;2
&lt;/span&gt;&lt;span class=&#34;lnt&#34;&gt;3
&lt;/span&gt;&lt;span class=&#34;lnt&#34;&gt;4
&lt;/span&gt;&lt;span class=&#34;lnt&#34;&gt;5
&lt;/span&gt;&lt;span class=&#34;lnt&#34;&gt;6
&lt;/span&gt;&lt;span class=&#34;lnt&#34;&gt;7
&lt;/span&gt;&lt;/code&gt;&lt;/pre&gt;&lt;/td&gt;
&lt;td class=&#34;lntd&#34;&gt;
&lt;pre tabindex=&#34;0&#34; class=&#34;chroma&#34;&gt;&lt;code class=&#34;language-bash&#34; data-lang=&#34;bash&#34;&gt;&lt;span class=&#34;line&#34;&gt;&lt;span class=&#34;cl&#34;&gt;&lt;span class=&#34;c1&#34;&gt;# Use an agent&lt;/span&gt;
&lt;/span&gt;&lt;/span&gt;&lt;span class=&#34;line&#34;&gt;&lt;span class=&#34;cl&#34;&gt;kimi --agent-file ~/.config/kimi/agents/frontend-developer/agent.yaml
&lt;/span&gt;&lt;/span&gt;&lt;span class=&#34;line&#34;&gt;&lt;span class=&#34;cl&#34;&gt;
&lt;/span&gt;&lt;/span&gt;&lt;span class=&#34;line&#34;&gt;&lt;span class=&#34;cl&#34;&gt;&lt;span class=&#34;c1&#34;&gt;# In a project&lt;/span&gt;
&lt;/span&gt;&lt;/span&gt;&lt;span class=&#34;line&#34;&gt;&lt;span class=&#34;cl&#34;&gt;kimi --agent-file ~/.config/kimi/agents/frontend-developer/agent.yaml &lt;span class=&#34;se&#34;&gt;\
&lt;/span&gt;&lt;/span&gt;&lt;/span&gt;&lt;span class=&#34;line&#34;&gt;&lt;span class=&#34;cl&#34;&gt;     --work-dir /your/project &lt;span class=&#34;se&#34;&gt;\
&lt;/span&gt;&lt;/span&gt;&lt;/span&gt;&lt;span class=&#34;line&#34;&gt;&lt;span class=&#34;cl&#34;&gt;     &lt;span class=&#34;s2&#34;&gt;&amp;#34;Review this React component&amp;#34;&lt;/span&gt;
&lt;/span&gt;&lt;/span&gt;&lt;/code&gt;&lt;/pre&gt;&lt;/td&gt;&lt;/tr&gt;&lt;/table&gt;
&lt;/div&gt;
&lt;/div&gt;&lt;p&gt;See &lt;a class=&#34;link&#34; href=&#34;integrations/kimi/README.md&#34; &gt;integrations/kimi/README.md&lt;/a&gt; for details.&lt;/p&gt;
&lt;/details&gt;
&lt;details&gt;
&lt;summary&gt;&lt;strong&gt;Codex&lt;/strong&gt;&lt;/summary&gt;
&lt;p&gt;Each agent is converted into a Codex custom agent TOML file and installed to &lt;code&gt;~/.codex/agents/&lt;/code&gt;.&lt;/p&gt;
&lt;div class=&#34;highlight&#34;&gt;&lt;div class=&#34;chroma&#34;&gt;
&lt;table class=&#34;lntable&#34;&gt;&lt;tr&gt;&lt;td class=&#34;lntd&#34;&gt;
&lt;pre tabindex=&#34;0&#34; class=&#34;chroma&#34;&gt;&lt;code&gt;&lt;span class=&#34;lnt&#34;&gt;1
&lt;/span&gt;&lt;span class=&#34;lnt&#34;&gt;2
&lt;/span&gt;&lt;/code&gt;&lt;/pre&gt;&lt;/td&gt;
&lt;td class=&#34;lntd&#34;&gt;
&lt;pre tabindex=&#34;0&#34; class=&#34;chroma&#34;&gt;&lt;code class=&#34;language-bash&#34; data-lang=&#34;bash&#34;&gt;&lt;span class=&#34;line&#34;&gt;&lt;span class=&#34;cl&#34;&gt;./scripts/convert.sh --tool codex
&lt;/span&gt;&lt;/span&gt;&lt;span class=&#34;line&#34;&gt;&lt;span class=&#34;cl&#34;&gt;./scripts/install.sh --tool codex
&lt;/span&gt;&lt;/span&gt;&lt;/code&gt;&lt;/pre&gt;&lt;/td&gt;&lt;/tr&gt;&lt;/table&gt;
&lt;/div&gt;
&lt;/div&gt;&lt;p&gt;Then reference the custom agent by name in Codex:&lt;/p&gt;
&lt;div class=&#34;highlight&#34;&gt;&lt;div class=&#34;chroma&#34;&gt;
&lt;table class=&#34;lntable&#34;&gt;&lt;tr&gt;&lt;td class=&#34;lntd&#34;&gt;
&lt;pre tabindex=&#34;0&#34; class=&#34;chroma&#34;&gt;&lt;code&gt;&lt;span class=&#34;lnt&#34;&gt;1
&lt;/span&gt;&lt;/code&gt;&lt;/pre&gt;&lt;/td&gt;
&lt;td class=&#34;lntd&#34;&gt;
&lt;pre tabindex=&#34;0&#34; class=&#34;chroma&#34;&gt;&lt;code class=&#34;language-fallback&#34; data-lang=&#34;fallback&#34;&gt;&lt;span class=&#34;line&#34;&gt;&lt;span class=&#34;cl&#34;&gt;Use the Frontend Developer agent to review this component.
&lt;/span&gt;&lt;/span&gt;&lt;/code&gt;&lt;/pre&gt;&lt;/td&gt;&lt;/tr&gt;&lt;/table&gt;
&lt;/div&gt;
&lt;/div&gt;&lt;p&gt;See &lt;a class=&#34;link&#34; href=&#34;integrations/codex/README.md&#34; &gt;integrations/codex/README.md&lt;/a&gt; for details.&lt;/p&gt;
&lt;/details&gt;
&lt;hr&gt;
&lt;h3 id=&#34;regenerating-after-changes&#34;&gt;Regenerating After Changes
&lt;/h3&gt;&lt;p&gt;When you add new agents or edit existing ones, regenerate all integration files:&lt;/p&gt;
&lt;div class=&#34;highlight&#34;&gt;&lt;div class=&#34;chroma&#34;&gt;
&lt;table class=&#34;lntable&#34;&gt;&lt;tr&gt;&lt;td class=&#34;lntd&#34;&gt;
&lt;pre tabindex=&#34;0&#34; class=&#34;chroma&#34;&gt;&lt;code&gt;&lt;span class=&#34;lnt&#34;&gt;1
&lt;/span&gt;&lt;span class=&#34;lnt&#34;&gt;2
&lt;/span&gt;&lt;span class=&#34;lnt&#34;&gt;3
&lt;/span&gt;&lt;span class=&#34;lnt&#34;&gt;4
&lt;/span&gt;&lt;/code&gt;&lt;/pre&gt;&lt;/td&gt;
&lt;td class=&#34;lntd&#34;&gt;
&lt;pre tabindex=&#34;0&#34; class=&#34;chroma&#34;&gt;&lt;code class=&#34;language-bash&#34; data-lang=&#34;bash&#34;&gt;&lt;span class=&#34;line&#34;&gt;&lt;span class=&#34;cl&#34;&gt;./scripts/convert.sh                    &lt;span class=&#34;c1&#34;&gt;# regenerate all (serial)&lt;/span&gt;
&lt;/span&gt;&lt;/span&gt;&lt;span class=&#34;line&#34;&gt;&lt;span class=&#34;cl&#34;&gt;./scripts/convert.sh --parallel         &lt;span class=&#34;c1&#34;&gt;# regenerate all in parallel (faster)&lt;/span&gt;
&lt;/span&gt;&lt;/span&gt;&lt;span class=&#34;line&#34;&gt;&lt;span class=&#34;cl&#34;&gt;./scripts/convert.sh --tool codex       &lt;span class=&#34;c1&#34;&gt;# regenerate just one tool&lt;/span&gt;
&lt;/span&gt;&lt;/span&gt;&lt;span class=&#34;line&#34;&gt;&lt;span class=&#34;cl&#34;&gt;./scripts/convert.sh --tool cursor      &lt;span class=&#34;c1&#34;&gt;# regenerate just one tool&lt;/span&gt;
&lt;/span&gt;&lt;/span&gt;&lt;/code&gt;&lt;/pre&gt;&lt;/td&gt;&lt;/tr&gt;&lt;/table&gt;
&lt;/div&gt;
&lt;/div&gt;&lt;hr&gt;
&lt;h2 id=&#34;-roadmap&#34;&gt;🗺️ Roadmap
&lt;/h2&gt;&lt;ul&gt;
&lt;li&gt;&lt;input disabled=&#34;&#34; type=&#34;checkbox&#34;&gt; Interactive agent selector web tool&lt;/li&gt;
&lt;li&gt;&lt;input checked=&#34;&#34; disabled=&#34;&#34; type=&#34;checkbox&#34;&gt; Multi-agent workflow examples &amp;ndash; see &lt;a class=&#34;link&#34; href=&#34;examples/&#34; &gt;examples/&lt;/a&gt;&lt;/li&gt;
&lt;li&gt;&lt;input checked=&#34;&#34; disabled=&#34;&#34; type=&#34;checkbox&#34;&gt; Multi-tool integration scripts (Claude Code, GitHub Copilot, Antigravity, Gemini CLI, OpenCode, OpenClaw, Cursor, Aider, Windsurf, Qwen Code, Kimi Code, Codex, Osaurus, Hermes)&lt;/li&gt;
&lt;li&gt;&lt;input disabled=&#34;&#34; type=&#34;checkbox&#34;&gt; Video tutorials on agent design&lt;/li&gt;
&lt;li&gt;&lt;input disabled=&#34;&#34; type=&#34;checkbox&#34;&gt; Community agent marketplace&lt;/li&gt;
&lt;li&gt;&lt;input disabled=&#34;&#34; type=&#34;checkbox&#34;&gt; Agent &amp;ldquo;personality quiz&amp;rdquo; for project matching&lt;/li&gt;
&lt;li&gt;&lt;input disabled=&#34;&#34; type=&#34;checkbox&#34;&gt; &amp;ldquo;Agent of the Week&amp;rdquo; showcase series&lt;/li&gt;
&lt;/ul&gt;
&lt;hr&gt;
&lt;h2 id=&#34;-community-translations--localizations&#34;&gt;🌐 Community Translations &amp;amp; Localizations
&lt;/h2&gt;&lt;p&gt;Community-maintained translations and regional adaptations. These are independently maintained &amp;ndash; see each repo for coverage and version compatibility.&lt;/p&gt;
&lt;table&gt;
	&lt;thead&gt;
			&lt;tr&gt;
					&lt;th&gt;Language&lt;/th&gt;
					&lt;th&gt;Maintainer&lt;/th&gt;
					&lt;th&gt;Link&lt;/th&gt;
					&lt;th&gt;Notes&lt;/th&gt;
			&lt;/tr&gt;
	&lt;/thead&gt;
	&lt;tbody&gt;
			&lt;tr&gt;
					&lt;td&gt;🇨🇳 简体中文 (zh-CN)&lt;/td&gt;
					&lt;td&gt;&lt;a class=&#34;link&#34; href=&#34;https://github.com/jnMetaCode&#34;  target=&#34;_blank&#34; rel=&#34;noopener&#34;
    &gt;@jnMetaCode&lt;/a&gt;&lt;/td&gt;
					&lt;td&gt;&lt;a class=&#34;link&#34; href=&#34;https://github.com/jnMetaCode/agency-agents-zh&#34;  target=&#34;_blank&#34; rel=&#34;noopener&#34;
    &gt;agency-agents-zh&lt;/a&gt;&lt;/td&gt;
					&lt;td&gt;141 translated agents + 46 China-market originals&lt;/td&gt;
			&lt;/tr&gt;
			&lt;tr&gt;
					&lt;td&gt;🇨🇳 简体中文 (zh-CN)&lt;/td&gt;
					&lt;td&gt;&lt;a class=&#34;link&#34; href=&#34;https://github.com/dsclca12&#34;  target=&#34;_blank&#34; rel=&#34;noopener&#34;
    &gt;@dsclca12&lt;/a&gt;&lt;/td&gt;
					&lt;td&gt;&lt;a class=&#34;link&#34; href=&#34;https://github.com/dsclca12/agent-teams&#34;  target=&#34;_blank&#34; rel=&#34;noopener&#34;
    &gt;agent-teams&lt;/a&gt;&lt;/td&gt;
					&lt;td&gt;Independent translation with Bilibili, WeChat, Xiaohongshu localization&lt;/td&gt;
			&lt;/tr&gt;
			&lt;tr&gt;
					&lt;td&gt;🇧🇷 Português brasileiro (pt-BR)&lt;/td&gt;
					&lt;td&gt;&lt;a class=&#34;link&#34; href=&#34;https://github.com/jnMetaCode&#34;  target=&#34;_blank&#34; rel=&#34;noopener&#34;
    &gt;@jnMetaCode&lt;/a&gt;&lt;/td&gt;
					&lt;td&gt;&lt;a class=&#34;link&#34; href=&#34;https://github.com/jnMetaCode/agency-agents-pt-BR&#34;  target=&#34;_blank&#34; rel=&#34;noopener&#34;
    &gt;agency-agents-pt-BR&lt;/a&gt;&lt;/td&gt;
					&lt;td&gt;184 upstream agents translated; Brazil-market PRs welcome&lt;/td&gt;
			&lt;/tr&gt;
			&lt;tr&gt;
					&lt;td&gt;🇷🇺 Русский (ru)&lt;/td&gt;
					&lt;td&gt;&lt;a class=&#34;link&#34; href=&#34;https://github.com/jnMetaCode&#34;  target=&#34;_blank&#34; rel=&#34;noopener&#34;
    &gt;@jnMetaCode&lt;/a&gt;&lt;/td&gt;
					&lt;td&gt;&lt;a class=&#34;link&#34; href=&#34;https://github.com/jnMetaCode/agency-agents-ru&#34;  target=&#34;_blank&#34; rel=&#34;noopener&#34;
    &gt;agency-agents-ru&lt;/a&gt;&lt;/td&gt;
					&lt;td&gt;184 upstream agents translated; Russia-market PRs welcome&lt;/td&gt;
			&lt;/tr&gt;
			&lt;tr&gt;
					&lt;td&gt;🇮🇩 Bahasa Indonesia (id)&lt;/td&gt;
					&lt;td&gt;&lt;a class=&#34;link&#34; href=&#34;https://github.com/jnMetaCode&#34;  target=&#34;_blank&#34; rel=&#34;noopener&#34;
    &gt;@jnMetaCode&lt;/a&gt;&lt;/td&gt;
					&lt;td&gt;&lt;a class=&#34;link&#34; href=&#34;https://github.com/jnMetaCode/agency-agents-id&#34;  target=&#34;_blank&#34; rel=&#34;noopener&#34;
    &gt;agency-agents-id&lt;/a&gt;&lt;/td&gt;
					&lt;td&gt;184 upstream agents translated; Indonesia-market PRs welcome&lt;/td&gt;
			&lt;/tr&gt;
			&lt;tr&gt;
					&lt;td&gt;🇸🇦 العربية (ar)&lt;/td&gt;
					&lt;td&gt;&lt;a class=&#34;link&#34; href=&#34;https://github.com/jnMetaCode&#34;  target=&#34;_blank&#34; rel=&#34;noopener&#34;
    &gt;@jnMetaCode&lt;/a&gt;&lt;/td&gt;
					&lt;td&gt;&lt;a class=&#34;link&#34; href=&#34;https://github.com/jnMetaCode/agency-agents-ar&#34;  target=&#34;_blank&#34; rel=&#34;noopener&#34;
    &gt;agency-agents-ar&lt;/a&gt;&lt;/td&gt;
					&lt;td&gt;184 upstream agents translated; Arabic-market PRs welcome&lt;/td&gt;
			&lt;/tr&gt;
			&lt;tr&gt;
					&lt;td&gt;🇰🇷 한국어 (ko)&lt;/td&gt;
					&lt;td&gt;&lt;a class=&#34;link&#34; href=&#34;https://github.com/jnMetaCode&#34;  target=&#34;_blank&#34; rel=&#34;noopener&#34;
    &gt;@jnMetaCode&lt;/a&gt;&lt;/td&gt;
					&lt;td&gt;&lt;a class=&#34;link&#34; href=&#34;https://github.com/jnMetaCode/agency-agents-ko&#34;  target=&#34;_blank&#34; rel=&#34;noopener&#34;
    &gt;agency-agents-ko&lt;/a&gt;&lt;/td&gt;
					&lt;td&gt;184 upstream agents fully translated; Korea-specific PRs welcome&lt;/td&gt;
			&lt;/tr&gt;
			&lt;tr&gt;
					&lt;td&gt;🇯🇵 日本語 (ja-JP)&lt;/td&gt;
					&lt;td&gt;&lt;a class=&#34;link&#34; href=&#34;https://github.com/sscodeai&#34;  target=&#34;_blank&#34; rel=&#34;noopener&#34;
    &gt;@sscodeai&lt;/a&gt;&lt;/td&gt;
					&lt;td&gt;&lt;a class=&#34;link&#34; href=&#34;https://github.com/sscodeai/agency-agents-ja&#34;  target=&#34;_blank&#34; rel=&#34;noopener&#34;
    &gt;agency-agents-ja&lt;/a&gt;&lt;/td&gt;
					&lt;td&gt;281 Japan-localized agents + 97 Japan-market originals + 27 workflows&lt;/td&gt;
			&lt;/tr&gt;
	&lt;/tbody&gt;
&lt;/table&gt;
&lt;p&gt;Want to add a translation? Open an issue and we&amp;rsquo;ll link it here.&lt;/p&gt;
&lt;hr&gt;
&lt;h2 id=&#34;-related-resources&#34;&gt;🔗 Related Resources
&lt;/h2&gt;&lt;ul&gt;
&lt;li&gt;&lt;a class=&#34;link&#34; href=&#34;https://github.com/mergisi/awesome-openclaw-agents&#34;  target=&#34;_blank&#34; rel=&#34;noopener&#34;
    &gt;awesome-openclaw-agents&lt;/a&gt; — Community-maintained OpenClaw agent collection (derived from this repo)&lt;/li&gt;
&lt;/ul&gt;
&lt;hr&gt;
&lt;h2 id=&#34;-license&#34;&gt;📜 License
&lt;/h2&gt;&lt;p&gt;MIT License - Use freely, commercially or personally. Attribution appreciated but not required.&lt;/p&gt;
&lt;hr&gt;
&lt;h2 id=&#34;-acknowledgments&#34;&gt;🙏 Acknowledgments
&lt;/h2&gt;&lt;p&gt;What started as a Reddit thread about AI agent specialization has grown into something remarkable — &lt;strong&gt;232 agents across 16 divisions&lt;/strong&gt;, supported by a community of contributors from around the world. Every agent in this repo exists because someone cared enough to write it, test it, and share it.&lt;/p&gt;
&lt;p&gt;To everyone who has opened a PR, filed an issue, started a Discussion, or simply tried an agent and told us what worked — thank you. You&amp;rsquo;re the reason The Agency keeps getting better.&lt;/p&gt;
&lt;hr&gt;
&lt;h2 id=&#34;-community&#34;&gt;💬 Community
&lt;/h2&gt;&lt;ul&gt;
&lt;li&gt;&lt;strong&gt;GitHub Discussions&lt;/strong&gt;: &lt;a class=&#34;link&#34; href=&#34;https://github.com/msitarzewski/agency-agents/discussions&#34;  target=&#34;_blank&#34; rel=&#34;noopener&#34;
    &gt;Share your success stories&lt;/a&gt;&lt;/li&gt;
&lt;li&gt;&lt;strong&gt;Issues&lt;/strong&gt;: &lt;a class=&#34;link&#34; href=&#34;https://github.com/msitarzewski/agency-agents/issues&#34;  target=&#34;_blank&#34; rel=&#34;noopener&#34;
    &gt;Report bugs or request features&lt;/a&gt;&lt;/li&gt;
&lt;li&gt;&lt;strong&gt;Reddit&lt;/strong&gt;: Join the conversation on r/ClaudeAI&lt;/li&gt;
&lt;li&gt;&lt;strong&gt;Twitter/X&lt;/strong&gt;: Share with #TheAgency&lt;/li&gt;
&lt;/ul&gt;
&lt;hr&gt;
&lt;h2 id=&#34;-get-started&#34;&gt;🚀 Get Started
&lt;/h2&gt;&lt;ol&gt;
&lt;li&gt;&lt;strong&gt;Browse&lt;/strong&gt; the agents above and find specialists for your needs&lt;/li&gt;
&lt;li&gt;&lt;strong&gt;Copy&lt;/strong&gt; the agents to &lt;code&gt;~/.claude/agents/&lt;/code&gt; for Claude Code integration&lt;/li&gt;
&lt;li&gt;&lt;strong&gt;Activate&lt;/strong&gt; agents by referencing them in your Claude conversations&lt;/li&gt;
&lt;li&gt;&lt;strong&gt;Customize&lt;/strong&gt; agent personalities and workflows for your specific needs&lt;/li&gt;
&lt;li&gt;&lt;strong&gt;Share&lt;/strong&gt; your results and contribute back to the community&lt;/li&gt;
&lt;/ol&gt;
&lt;hr&gt;
&lt;div align=&#34;center&#34;&gt;
&lt;p&gt;&lt;strong&gt;🎭 The Agency: Your AI Dream Team Awaits 🎭&lt;/strong&gt;&lt;/p&gt;
&lt;p&gt;&lt;a class=&#34;link&#34; href=&#34;https://github.com/msitarzewski/agency-agents&#34;  target=&#34;_blank&#34; rel=&#34;noopener&#34;
    &gt;⭐ Star this repo&lt;/a&gt; • &lt;a class=&#34;link&#34; href=&#34;https://github.com/msitarzewski/agency-agents/fork&#34;  target=&#34;_blank&#34; rel=&#34;noopener&#34;
    &gt;🍴 Fork it&lt;/a&gt; • &lt;a class=&#34;link&#34; href=&#34;https://github.com/msitarzewski/agency-agents/issues&#34;  target=&#34;_blank&#34; rel=&#34;noopener&#34;
    &gt;🐛 Report an issue&lt;/a&gt; • &lt;a class=&#34;link&#34; href=&#34;https://github.com/sponsors/msitarzewski&#34;  target=&#34;_blank&#34; rel=&#34;noopener&#34;
    &gt;❤️ Sponsor&lt;/a&gt;&lt;/p&gt;
&lt;p&gt;Made with ❤️ by the community, for the community&lt;/p&gt;
&lt;/div&gt;
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