179 ready-to-use, self-learning AI agents organized into 13 departments. Powered by Hindsight.
Divisions: Design · Engineering · Finance · Game Development · Marketing · Paid Media · Product · Project Management · Sales · Spatial Computing · Specialized · Support · Testing
# Built-in agent
npx @vectorize-io/self-driving-agents install marketing/seo --harness claude
# Local directory or any GitHub repo
npx @vectorize-io/self-driving-agents install ./my-agent --harness claude
npx @vectorize-io/self-driving-agents install my-org/my-repo/path --harness claude
# Start blank, build through conversation
npx @vectorize-io/self-driving-agents install my-agent --harness claude --empty
Harnesses: claude · claude-code · openclaw · nemoclaw · hermes
Type /<agent-name> in any conversation to activate. Claude Chat / Cowork only: upload the generated skill via Customize → Skills → Upload, then allowlist the API host at Settings → Capabilities.
design/ux — UX research, UI, architecture| Agent | Vibe |
|---|---|
| 🎨 UI Designer | Beautiful, consistent, accessible interfaces. |
| 📐 UX Architect | Developer-friendly CSS foundations and implementation paths. |
| 🔬 UX Researcher | Real user data, not assumptions. |
design/visual — Brand, imagery, motion, delight| Agent | Vibe |
|---|---|
| 🎨 Brand Guardian | Fiercest protector of your brand. |
| 📷 Image Prompt Engineer | Precise prompts for stunning AI imagery. |
| 🌈 Inclusive Visuals Specialist | Defeats AI bias for culturally accurate imagery. |
| 🎬 Visual Storyteller | Visual narratives that move people. |
| ✨ Whimsy Injector | The unexpected moments of delight. |
engineering/ai — AI/ML| Agent | Vibe |
|---|---|
| 🤖 AI Engineer | Turns ML models into production features that actually scale. |
| ⚡ Autonomous Optimization Architect | System governor that makes things faster without bankrupting you. |
| 📧 Email Intelligence Engineer | Turns messy MIME into reasoning-ready context. |
| 🔧 Filament Optimization Specialist | Streamlines complex Filament admin environments. |
| 🎙️ Voice AI Integration Engineer | Turns raw audio into structured, production-ready text. |
engineering/architecture — System & code architecture| Agent | Vibe |
|---|---|
| ⚡ Rapid Prototyper | Working prototype before the meeting's over. |
| 💎 Senior Developer | Laravel, Livewire, Three.js, advanced CSS. |
| 🏛️ Software Architect | Systems that survive the team that built them. |
engineering/backend — APIs, data, databases| Agent | Vibe |
|---|---|
| 🧬 AI Data Remediation Engineer | Fixes broken data with surgical AI precision. |
| 🏗️ Backend Architect | Databases, APIs, cloud, scale. |
| 🧱 CMS Developer | Drupal & WordPress at enterprise scale. |
| 🔧 Data Engineer | Pipelines that turn raw data into analytics-ready assets. |
| 🗄️ Database Optimizer | Indexes, query plans, schema design — no 3am pages. |
engineering/frontend — Web & mobile UI| Agent | Vibe |
|---|---|
| 🖥️ Frontend Developer | Responsive, accessible web apps, pixel-perfect. |
| 📲 Mobile App Builder | Native-quality iOS and Android, fast. |
| 💬 WeChat Mini Program Developer | Mini Programs that thrive in the WeChat ecosystem. |
engineering/ops — DevOps, SRE, firmware, incidents| Agent | Vibe |
|---|---|
| ⚙️ DevOps Automator | Infra automation so the team ships faster and sleeps better. |
| 🔩 Embedded Firmware Engineer | Production-grade firmware for hardware that can't crash. |
| 🚨 Incident Response Commander | Production chaos → structured resolution. |
| 🛡️ SRE | Error budgets fund velocity — spend them wisely. |
engineering/security — AppSec, smart contracts, detection| Agent | Vibe |
|---|---|
| 🔒 Security Engineer | Threat modeling, code review, hunting — holds under adversaries. |
| ⛓️ Solidity Smart Contract Engineer | Battle-hardened EVM developer. |
| 🎯 Threat Detection Engineer | Catches attackers after they bypass prevention. |
engineering/workflow — Code review, Git, docs, onboarding| Agent | Vibe |
|---|---|
| 👁️ Code Reviewer | Mentor, not gatekeeper — every comment teaches. |
| 🧭 Codebase Onboarding Engineer | New devs productive — read code, trace paths, state facts. |
| 🔗 Feishu Integration Developer | Feishu/Lark integrations — bots, approvals, data sync, SSO. |
| 🌿 Git Workflow Master | Clean history, atomic commits, branches that tell a story. |
| 🪡 Minimal Change Engineer | Smallest diff that solves the problem. |
| 📚 Technical Writer | Docs developers actually read. |
finance/accounting — Bookkeeping & tax| Agent | Vibe |
|---|---|
| 📒 Bookkeeper & Controller | Every penny accounted, every close on time. |
| 🏛️ Tax Strategist | Every legal dollar of savings. |
finance/analysis — FP&A, financial analysis, investment research| Agent | Vibe |
|---|---|
| 📊 Financial Analyst | Spreadsheets → strategy. |
| 📈 FP&A Analyst | The budget whisperer. |
| 🔍 Investment Researcher | Alpha in the footnotes, risk in the narratives. |
game-development/blender| Agent | Vibe |
|---|---|
| 🧩 Blender Add-on Engineer | Pipeline drudgery → one-click tools. |
game-development/core — Engine-agnostic| Agent | Vibe |
|---|---|
| 🎵 Game Audio Engineer | Every sound alive in the world. |
| 🎮 Game Designer | Loops, levers, motivations. |
| 🗺️ Level Designer | Authored space tells the story. |
| 📖 Narrative Designer | Narrative and gameplay inseparable. |
| 🎨 Technical Artist | Art vision ↔ engine reality. |
game-development/godot| Agent | Vibe |
|---|---|
| 🎯 Godot Gameplay Scripter | Godot 4 with software-architect discipline. |
| 🌐 Godot Multiplayer Engineer | MultiplayerAPI made seamless. |
| 💎 Godot Shader Developer | Light and pixels through Godot shading. |
game-development/roblox-studio| Agent | Vibe |
|---|---|
| 👤 Roblox Avatar Creator | UGC pipeline from rig to Marketplace. |
| 🎪 Roblox Experience Designer | Engagement loops and monetization. |
| 🔧 Roblox Systems Scripter | Luau, client-server security, scale. |
game-development/unity| Agent | Vibe |
|---|---|
| 🏛️ Unity Architect | Data-driven, decoupled, no spaghetti. |
| 🛠️ Unity Editor Tool Developer | Custom editor tools that save hours. |
| 🔗 Unity Multiplayer Engineer | Netcode that feels local. |
| ✨ Unity Shader Graph Artist | Shader Graph + custom render passes. |
game-development/unreal-engine| Agent | Vibe |
|---|---|
| 🌐 Unreal Multiplayer Architect | Server-authoritative, feels lag-free. |
| ⚙️ Unreal Systems Engineer | C++/Blueprint for AAA Unreal. |
| 🎨 Unreal Technical Artist | Niagara, Material Editor, PCG. |
| 🌍 Unreal World Builder | World Partition, Nanite, procedural foliage. |
marketing/china-market — Douyin, WeChat, Xiaohongshu, Bilibili, Weibo, Zhihu, Kuaishou| Agent | Vibe |
|---|---|
| 🎬 Bilibili Content Strategist | Fluent danmaku, grows your brand on B站. |
| 🛒 China E-Commerce Operator | Taobao, Tmall, Pinduoduo, JD — like a native operator. |
| 🇨🇳 China Market Localization Strategist | China trend chaos → precision marketing. |
| 🎵 Douyin Strategist | Masters the Douyin algorithm. |
| 🎥 Kuaishou Strategist | Grassroots audiences and live commerce on 快手. |
| 🔒 Private Domain Operator | WeChat private traffic empire. |
| 📱 WeChat Official Account Manager | Loyal WeChat subscriber communities. |
| 🔥 Weibo Strategist | Makes your brand trend on Weibo. |
| 🌸 Xiaohongshu Specialist | Lifestyle and aesthetic storytelling on 小红书. |
| 🧠 Zhihu Strategist | Brand authority through expert Q&A. |
marketing/content — Content, books, growth| Agent | Vibe |
|---|---|
| 📘 Book Co-Author | Expertise → book people quote and buy into. |
| ✍️ Content Creator | Stories across every platform your audience uses. |
| 🚀 Growth Hacker | Unexploited channel — find and scale. |
marketing/ecommerce — Cross-border & livestream commerce| Agent | Vibe |
|---|---|
| 🌏 Cross-Border E-Commerce Specialist | Chinese factory → global bestseller. |
| 🎙️ Livestream Commerce Coach | Hosts: awkward beginner → million-yuan seller. |
marketing/seo — Search, AI citations, app store| Agent | Vibe |
|---|---|
| 🤖 Agentic Search Optimizer | Makes sure AI can actually do the thing on your site. |
| 🔮 AI Citation Strategist | Rewires signals so AI recommends you, not the competitor. |
| 📱 App Store Optimizer | Found, downloaded, loved in the store. |
| 🇨🇳 Baidu SEO Specialist | Ranks in China's search ecosystem. |
| 🔍 SEO Specialist | Technical SEO + content for sustainable organic. |
| 🎬 Video Optimization Specialist | Data-driven retention obsession. |
marketing/social-media — TikTok, Instagram, LinkedIn, Reddit, X| Agent | Vibe |
|---|---|
| 🎠 Carousel Growth Engine | Viral carousels from any URL, auto-published. |
| 📸 Instagram Curator | Grid aesthetic → engaged community. |
| 💼 LinkedIn Content Creator | Scroll-stopping professional content. |
| 🎧 Podcast Strategist | Podcast from concept to loyal audience. |
| 💬 Reddit Community Builder | Fluent Reddit. Trust the authentic way. |
| 🎬 Short-Video Editing Coach | Raw footage → scroll-stopping short videos. |
| 📣 Social Media Strategist | Cross-platform campaigns that build community. |
| 🎵 TikTok Strategist | Rides the algorithm, builds the culture. |
| 🐦 Twitter Engager | Thought leadership 280 chars at a time. |
paid-media/analytics — Audits, attribution, search-term mining| Agent | Vibe |
|---|---|
| 📋 Paid Media Auditor | Finds the waste before your CFO does. |
| 🔍 Search Query Analyst | Mines queries for gold competitors miss. |
| 📡 Tracking & Measurement Specialist | If it's not tracked correctly, it didn't happen. |
paid-media/channels — Creative, PPC, paid social, programmatic| Agent | Vibe |
|---|---|
| ✍️ Ad Creative Strategist | Creative as a repeatable science. |
| 📱 Paid Social Strategist | Meta, LinkedIn, TikTok — every dollar working harder. |
| 💰 PPC Campaign Strategist | $10K to $10M+/mo PPC architectures. |
| 📺 Programmatic & Display Buyer | Display and video at scale. |
product/delivery — PM, prioritization, behavioral| Agent | Vibe |
|---|---|
| 🧠 Behavioral Nudge Engine | Behavioral psych for user motivation. |
| 🧭 Product Manager | Ships the right thing, not the next thing. |
| 🎯 Sprint Prioritizer | Ruthless focus on sprint value. |
product/discovery — Research & feedback| Agent | Vibe |
|---|---|
| 🔍 Feedback Synthesizer | 1000 user voices → 5 things to build. |
| 🔭 Trend Researcher | Trends before mainstream. |
project-management/delivery — Experiments & Jira workflow| Agent | Vibe |
|---|---|
| 🧪 Experiment Tracker | Designs experiments, tracks results, lets data decide. |
| 📋 Jira Workflow Steward | Traceable commits, structured PRs, release-safe branches. |
project-management/planning — PM, scoping, shepherding| Agent | Vibe |
|---|---|
| 🐑 Project Shepherd | Cross-functional chaos → on-time delivery. |
| 📝 Senior Project Manager | Realistic scope — no gold-plating. |
project-management/studio — Studio production & ops| Agent | Vibe |
|---|---|
| 🏭 Studio Operations | Processes, tools, people in sync. |
| 🎬 Studio Producer | Creative vision aligned to business. |
sales/coaching — Discovery and rep coaching| Agent | Vibe |
|---|---|
| 🔍 Discovery Coach | The one extra question that closes the deal. |
| 🏋️ Sales Coach | Makes the rep rethink the deal. |
sales/ops — Pipeline analytics & sales engineering| Agent | Vibe |
|---|---|
| 📊 Pipeline Analyst | Tells you your forecast is wrong before you do. |
| 🛠️ Sales Engineer | Wins the technical decision pre-procurement. |
sales/strategy — Account, deal, outbound, proposal| Agent | Vibe |
|---|---|
| 🗺️ Account Strategist | Maps the org, finds the whitespace, expands. |
| ♟️ Deal Strategist | Qualifies like a surgeon, kills happy ears. |
| 🎯 Outbound Strategist | Buying signals into booked meetings. |
| 🏹 Proposal Strategist | RFP responses buyers can't put down. |
spatial-computing/platform — visionOS, Metal, terminals| Agent | Vibe |
|---|---|
| 🍎 macOS Spatial/Metal Engineer | Metal pushed to its limits on macOS and Vision Pro. |
| 🖥️ Terminal Integration Specialist | Terminal emulation and text rendering in Swift. |
| 🥽 visionOS Spatial Engineer | Native volumetric interfaces, Liquid Glass. |
spatial-computing/xr — XR/WebXR/cockpit| Agent | Vibe |
|---|---|
| 🕹️ XR Cockpit Interaction Specialist | Immersive cockpit control systems. |
| 🌐 XR Immersive Developer | Browser-based AR/VR/XR pushing WebXR. |
| 🫧 XR Interface Architect | Spatial interaction that feels like instinct. |
specialized/automation — Data, docs, distribution| Agent | Vibe |
|---|---|
| 🗄️ Data Consolidation Agent | Scattered sales data → live dashboards. |
| 📄 Document Generator | PDFs, slides, spreadsheets from code. |
| 📤 Report Distribution Agent | Reports delivered to the right reps. |
specialized/compliance-trust — Identity, audits, ZK| Agent | Vibe |
|---|---|
| 🔐 Agentic Identity & Trust Architect | Every agent proves who, what, when. |
| ⚙️ Automation Governance Architect | Reliable systems > automation hype. |
| 🛡️ Blockchain Security Auditor | Finds the exploit before the attacker. |
| 📋 Compliance Auditor | Readiness → SOC 2 certification. |
| 🕸️ Identity Graph Operator | Same canonical answer across all agents. |
| 🗃️ ZK Steward | Zettelkasten for validated knowledge bases. |
specialized/customer-service — Hospitality, retail, general| Agent | Vibe |
|---|---|
| 🎧 Customer Service | Problem → loyalty, with speed and care. |
| 🏨 Hospitality Guest Services | Hospitality is a feeling. |
| 🛒 Retail Customer Returns | A return is an opportunity. |
specialized/domain-experts — Civil, devrel, gov, supply chain| Agent | Vibe |
|---|---|
| 🏗️ Civil Engineer | Structures from seismic Tokyo to wind-swept Dubai. |
| 🗣️ Developer Advocate | Product team ↔ developer community. |
| 🏛️ Government Digital Presales Consultant | China gov IT procurement, navigated. |
| 🔗 Supply Chain Strategist | Procurement and resilience across China manufacturing. |
specialized/engineering-meta — LSP, MCP, model QA, Salesforce, workflow| Agent | Vibe |
|---|---|
| 🔎 LSP/Index Engineer | LSP orchestration + semantic indexing. |
| 🔌 MCP Builder | Tools that make AI agents useful. |
| 🔬 Model QA Specialist | ML audits end-to-end. |
| ☁️ Salesforce Architect | Tangled org → architecture that scales. |
| 🗺️ Workflow Architect | Every path mapped before code is written. |
specialized/exec-ops — Orchestration & chief of staff| Agent | Vibe |
|---|---|
| 🎛️ Agents Orchestrator | Conducts the entire dev pipeline. |
| 🧭 Chief of Staff | I own the space between functions. |
specialized/finance-ops — AP, loans, real estate| Agent | Vibe |
|---|---|
| 💸 Accounts Payable Agent | Crypto, fiat, stablecoins — any rail. |
| 🏦 Loan Officer Assistant | Pipeline with precision and compliance. |
| 🏠 Real Estate Buyer & Seller | Biggest financial decision, handled. |
specialized/healthcare — Patient service & compliance| Agent | Vibe |
|---|---|
| 🏥 Healthcare Customer Service | Patients heard, respected, supported. |
| ⚕️ Healthcare Marketing Compliance | Legal in China's healthcare landscape. |
specialized/hr — Training, onboarding, recruiting| Agent | Vibe |
|---|---|
| 📚 Corporate Training Designer | Training that drives behavior change. |
| 🤝 HR Onboarding | First 90 days decide long-term outcome. |
| 🎯 Recruitment Specialist | Full-cycle recruiting across hiring platforms. |
specialized/legal — Intake, review, billing| Agent | Vibe |
|---|---|
| ⏱️ Legal Billing & Time Tracking | Six minutes unbilled is money on the table. |
| 📋 Legal Client Intake | First conversation sets the tone. |
| ⚖️ Legal Document Review | Every word matters; every missed clause is liability. |
specialized/regional — Cross-cultural, French, Korean, study abroad, translation| Agent | Vibe |
|---|---|
| 🌍 Cultural Intelligence Strategist | Detects invisible exclusion across cultures. |
| 🇫🇷 French Consulting Market Navigator | Decodes the French consulting food chain. |
| 🇰🇷 Korean Business Navigator | Western directness ↔ Korean relationship dynamics. |
| 🌐 Language Translator | Precision with cultural respect. |
| 🎓 Study Abroad Advisor | School, essays, visas — end to end. |
specialized/sales-ops — Extraction & outreach| Agent | Vibe |
|---|---|
| 📊 Sales Data Extraction Agent | Watches Excel, extracts the metrics. |
| 🎯 Sales Outreach | Help people buy, don't sell. |
support/analytics — Reporting, finance, executive summaries| Agent | Vibe |
|---|---|
| 📊 Analytics Reporter | Raw data → insights that drive the next decision. |
| 📝 Executive Summary Generator | Thinks McKinsey, writes for the C-suite. |
| 💰 Finance Tracker | Clean books, honest forecasts. |
support/ops-response — Infra, compliance, support| Agent | Vibe |
|---|---|
| 🏢 Infrastructure Maintainer | Lights on, servers humming, alerts quiet. |
| ⚖️ Legal Compliance Checker | Compliance across every jurisdiction. |
| 💬 Support Responder | Frustrated users → loyal advocates. |
testing/automation — APIs, evidence, results| Agent | Vibe |
|---|---|
| 🔌 API Tester | Breaks your API before users do. |
| 📸 Evidence Collector | Won't approve without visual proof. |
| 📋 Test Results Analyzer | Reads results like a detective reads evidence. |
testing/meta — Tool evaluation & workflow tuning| Agent | Vibe |
|---|---|
| 🔧 Tool Evaluator | The right tools, recommended. |
| ⚡ Workflow Optimizer | Bottleneck → fixed → automated. |
testing/quality — Accessibility, performance, reality| Agent | Vibe |
|---|---|
| ♿ Accessibility Auditor | If it's not screen-reader tested, it's not accessible. |
| ⏱️ Performance Benchmarker | Measures, optimizes, proves it. |
| 🧐 Reality Checker | Defaults to "NEEDS WORK" — overwhelming proof required. |
An agent is a directory:
my-agent/
bank-template.json # memory bank config (optional)
*.md # any markdown becomes seed knowledge
Nest for multi-level teams. Each level can have its own bank-template.json. Install with any of the local/repo/blank patterns shown at the top.
| Harness | Flag |
|---|---|
| Claude Chat / Cowork | --harness claude |
| Claude Code | --harness claude-code |
| OpenClaw | --harness openclaw |
| NemoClaw | --harness nemoclaw |
| Hermes | --harness hermes |
MIT.
179 ready-to-use, self-learning AI agents organized into 13 departments. Powered by Hindsight.
Divisions: Design · Engineering · Finance · Game Development · Marketing · Paid Media · Product · Project Management · Sales · Spatial Computing · Specialized · Support · Testing
# Built-in agent
npx @vectorize-io/self-driving-agents install marketing/seo --harness claude
# Local directory or any GitHub repo
npx @vectorize-io/self-driving-agents install ./my-agent --harness claude
npx @vectorize-io/self-driving-agents install my-org/my-repo/path --harness claude
# Start blank, build through conversation
npx @vectorize-io/self-driving-agents install my-agent --harness claude --empty
Harnesses: claude · claude-code · openclaw · nemoclaw · hermes
Type /<agent-name> in any conversation to activate. Claude Chat / Cowork only: upload the generated skill via Customize → Skills → Upload, then allowlist the API host at Settings → Capabilities.
design/ux — UX research, UI, architecture| Agent | Vibe |
|---|---|
| 🎨 UI Designer | Beautiful, consistent, accessible interfaces. |
| 📐 UX Architect | Developer-friendly CSS foundations and implementation paths. |
| 🔬 UX Researcher | Real user data, not assumptions. |
design/visual — Brand, imagery, motion, delight| Agent | Vibe |
|---|---|
| 🎨 Brand Guardian | Fiercest protector of your brand. |
| 📷 Image Prompt Engineer | Precise prompts for stunning AI imagery. |
| 🌈 Inclusive Visuals Specialist | Defeats AI bias for culturally accurate imagery. |
| 🎬 Visual Storyteller | Visual narratives that move people. |
| ✨ Whimsy Injector | The unexpected moments of delight. |
engineering/ai — AI/ML| Agent | Vibe |
|---|---|
| 🤖 AI Engineer | Turns ML models into production features that actually scale. |
| ⚡ Autonomous Optimization Architect | System governor that makes things faster without bankrupting you. |
| 📧 Email Intelligence Engineer | Turns messy MIME into reasoning-ready context. |
| 🔧 Filament Optimization Specialist | Streamlines complex Filament admin environments. |
| 🎙️ Voice AI Integration Engineer | Turns raw audio into structured, production-ready text. |
engineering/architecture — System & code architecture| Agent | Vibe |
|---|---|
| ⚡ Rapid Prototyper | Working prototype before the meeting's over. |
| 💎 Senior Developer | Laravel, Livewire, Three.js, advanced CSS. |
| 🏛️ Software Architect | Systems that survive the team that built them. |
engineering/backend — APIs, data, databases| Agent | Vibe |
|---|---|
| 🧬 AI Data Remediation Engineer | Fixes broken data with surgical AI precision. |
| 🏗️ Backend Architect | Databases, APIs, cloud, scale. |
| 🧱 CMS Developer | Drupal & WordPress at enterprise scale. |
| 🔧 Data Engineer | Pipelines that turn raw data into analytics-ready assets. |
| 🗄️ Database Optimizer | Indexes, query plans, schema design — no 3am pages. |
engineering/frontend — Web & mobile UI| Agent | Vibe |
|---|---|
| 🖥️ Frontend Developer | Responsive, accessible web apps, pixel-perfect. |
| 📲 Mobile App Builder | Native-quality iOS and Android, fast. |
| 💬 WeChat Mini Program Developer | Mini Programs that thrive in the WeChat ecosystem. |
engineering/ops — DevOps, SRE, firmware, incidents| Agent | Vibe |
|---|---|
| ⚙️ DevOps Automator | Infra automation so the team ships faster and sleeps better. |
| 🔩 Embedded Firmware Engineer | Production-grade firmware for hardware that can't crash. |
| 🚨 Incident Response Commander | Production chaos → structured resolution. |
| 🛡️ SRE | Error budgets fund velocity — spend them wisely. |
engineering/security — AppSec, smart contracts, detection| Agent | Vibe |
|---|---|
| 🔒 Security Engineer | Threat modeling, code review, hunting — holds under adversaries. |
| ⛓️ Solidity Smart Contract Engineer | Battle-hardened EVM developer. |
| 🎯 Threat Detection Engineer | Catches attackers after they bypass prevention. |
engineering/workflow — Code review, Git, docs, onboarding| Agent | Vibe |
|---|---|
| 👁️ Code Reviewer | Mentor, not gatekeeper — every comment teaches. |
| 🧭 Codebase Onboarding Engineer | New devs productive — read code, trace paths, state facts. |
| 🔗 Feishu Integration Developer | Feishu/Lark integrations — bots, approvals, data sync, SSO. |
| 🌿 Git Workflow Master | Clean history, atomic commits, branches that tell a story. |
| 🪡 Minimal Change Engineer | Smallest diff that solves the problem. |
| 📚 Technical Writer | Docs developers actually read. |
finance/accounting — Bookkeeping & tax| Agent | Vibe |
|---|---|
| 📒 Bookkeeper & Controller | Every penny accounted, every close on time. |
| 🏛️ Tax Strategist | Every legal dollar of savings. |
finance/analysis — FP&A, financial analysis, investment research| Agent | Vibe |
|---|---|
| 📊 Financial Analyst | Spreadsheets → strategy. |
| 📈 FP&A Analyst | The budget whisperer. |
| 🔍 Investment Researcher | Alpha in the footnotes, risk in the narratives. |
game-development/blender| Agent | Vibe |
|---|---|
| 🧩 Blender Add-on Engineer | Pipeline drudgery → one-click tools. |
game-development/core — Engine-agnostic| Agent | Vibe |
|---|---|
| 🎵 Game Audio Engineer | Every sound alive in the world. |
| 🎮 Game Designer | Loops, levers, motivations. |
| 🗺️ Level Designer | Authored space tells the story. |
| 📖 Narrative Designer | Narrative and gameplay inseparable. |
| 🎨 Technical Artist | Art vision ↔ engine reality. |
game-development/godot| Agent | Vibe |
|---|---|
| 🎯 Godot Gameplay Scripter | Godot 4 with software-architect discipline. |
| 🌐 Godot Multiplayer Engineer | MultiplayerAPI made seamless. |
| 💎 Godot Shader Developer | Light and pixels through Godot shading. |
game-development/roblox-studio| Agent | Vibe |
|---|---|
| 👤 Roblox Avatar Creator | UGC pipeline from rig to Marketplace. |
| 🎪 Roblox Experience Designer | Engagement loops and monetization. |
| 🔧 Roblox Systems Scripter | Luau, client-server security, scale. |
game-development/unity| Agent | Vibe |
|---|---|
| 🏛️ Unity Architect | Data-driven, decoupled, no spaghetti. |
| 🛠️ Unity Editor Tool Developer | Custom editor tools that save hours. |
| 🔗 Unity Multiplayer Engineer | Netcode that feels local. |
| ✨ Unity Shader Graph Artist | Shader Graph + custom render passes. |
game-development/unreal-engine| Agent | Vibe |
|---|---|
| 🌐 Unreal Multiplayer Architect | Server-authoritative, feels lag-free. |
| ⚙️ Unreal Systems Engineer | C++/Blueprint for AAA Unreal. |
| 🎨 Unreal Technical Artist | Niagara, Material Editor, PCG. |
| 🌍 Unreal World Builder | World Partition, Nanite, procedural foliage. |
marketing/china-market — Douyin, WeChat, Xiaohongshu, Bilibili, Weibo, Zhihu, Kuaishou| Agent | Vibe |
|---|---|
| 🎬 Bilibili Content Strategist | Fluent danmaku, grows your brand on B站. |
| 🛒 China E-Commerce Operator | Taobao, Tmall, Pinduoduo, JD — like a native operator. |
| 🇨🇳 China Market Localization Strategist | China trend chaos → precision marketing. |
| 🎵 Douyin Strategist | Masters the Douyin algorithm. |
| 🎥 Kuaishou Strategist | Grassroots audiences and live commerce on 快手. |
| 🔒 Private Domain Operator | WeChat private traffic empire. |
| 📱 WeChat Official Account Manager | Loyal WeChat subscriber communities. |
| 🔥 Weibo Strategist | Makes your brand trend on Weibo. |
| 🌸 Xiaohongshu Specialist | Lifestyle and aesthetic storytelling on 小红书. |
| 🧠 Zhihu Strategist | Brand authority through expert Q&A. |
marketing/content — Content, books, growth| Agent | Vibe |
|---|---|
| 📘 Book Co-Author | Expertise → book people quote and buy into. |
| ✍️ Content Creator | Stories across every platform your audience uses. |
| 🚀 Growth Hacker | Unexploited channel — find and scale. |
marketing/ecommerce — Cross-border & livestream commerce| Agent | Vibe |
|---|---|
| 🌏 Cross-Border E-Commerce Specialist | Chinese factory → global bestseller. |
| 🎙️ Livestream Commerce Coach | Hosts: awkward beginner → million-yuan seller. |
marketing/seo — Search, AI citations, app store| Agent | Vibe |
|---|---|
| 🤖 Agentic Search Optimizer | Makes sure AI can actually do the thing on your site. |
| 🔮 AI Citation Strategist | Rewires signals so AI recommends you, not the competitor. |
| 📱 App Store Optimizer | Found, downloaded, loved in the store. |
| 🇨🇳 Baidu SEO Specialist | Ranks in China's search ecosystem. |
| 🔍 SEO Specialist | Technical SEO + content for sustainable organic. |
| 🎬 Video Optimization Specialist | Data-driven retention obsession. |
marketing/social-media — TikTok, Instagram, LinkedIn, Reddit, X| Agent | Vibe |
|---|---|
| 🎠 Carousel Growth Engine | Viral carousels from any URL, auto-published. |
| 📸 Instagram Curator | Grid aesthetic → engaged community. |
| 💼 LinkedIn Content Creator | Scroll-stopping professional content. |
| 🎧 Podcast Strategist | Podcast from concept to loyal audience. |
| 💬 Reddit Community Builder | Fluent Reddit. Trust the authentic way. |
| 🎬 Short-Video Editing Coach | Raw footage → scroll-stopping short videos. |
| 📣 Social Media Strategist | Cross-platform campaigns that build community. |
| 🎵 TikTok Strategist | Rides the algorithm, builds the culture. |
| 🐦 Twitter Engager | Thought leadership 280 chars at a time. |
paid-media/analytics — Audits, attribution, search-term mining| Agent | Vibe |
|---|---|
| 📋 Paid Media Auditor | Finds the waste before your CFO does. |
| 🔍 Search Query Analyst | Mines queries for gold competitors miss. |
| 📡 Tracking & Measurement Specialist | If it's not tracked correctly, it didn't happen. |
paid-media/channels — Creative, PPC, paid social, programmatic| Agent | Vibe |
|---|---|
| ✍️ Ad Creative Strategist | Creative as a repeatable science. |
| 📱 Paid Social Strategist | Meta, LinkedIn, TikTok — every dollar working harder. |
| 💰 PPC Campaign Strategist | $10K to $10M+/mo PPC architectures. |
| 📺 Programmatic & Display Buyer | Display and video at scale. |
product/delivery — PM, prioritization, behavioral| Agent | Vibe |
|---|---|
| 🧠 Behavioral Nudge Engine | Behavioral psych for user motivation. |
| 🧭 Product Manager | Ships the right thing, not the next thing. |
| 🎯 Sprint Prioritizer | Ruthless focus on sprint value. |
product/discovery — Research & feedback| Agent | Vibe |
|---|---|
| 🔍 Feedback Synthesizer | 1000 user voices → 5 things to build. |
| 🔭 Trend Researcher | Trends before mainstream. |
project-management/delivery — Experiments & Jira workflow| Agent | Vibe |
|---|---|
| 🧪 Experiment Tracker | Designs experiments, tracks results, lets data decide. |
| 📋 Jira Workflow Steward | Traceable commits, structured PRs, release-safe branches. |
project-management/planning — PM, scoping, shepherding| Agent | Vibe |
|---|---|
| 🐑 Project Shepherd | Cross-functional chaos → on-time delivery. |
| 📝 Senior Project Manager | Realistic scope — no gold-plating. |
project-management/studio — Studio production & ops| Agent | Vibe |
|---|---|
| 🏭 Studio Operations | Processes, tools, people in sync. |
| 🎬 Studio Producer | Creative vision aligned to business. |
sales/coaching — Discovery and rep coaching| Agent | Vibe |
|---|---|
| 🔍 Discovery Coach | The one extra question that closes the deal. |
| 🏋️ Sales Coach | Makes the rep rethink the deal. |
sales/ops — Pipeline analytics & sales engineering| Agent | Vibe |
|---|---|
| 📊 Pipeline Analyst | Tells you your forecast is wrong before you do. |
| 🛠️ Sales Engineer | Wins the technical decision pre-procurement. |
sales/strategy — Account, deal, outbound, proposal| Agent | Vibe |
|---|---|
| 🗺️ Account Strategist | Maps the org, finds the whitespace, expands. |
| ♟️ Deal Strategist | Qualifies like a surgeon, kills happy ears. |
| 🎯 Outbound Strategist | Buying signals into booked meetings. |
| 🏹 Proposal Strategist | RFP responses buyers can't put down. |
spatial-computing/platform — visionOS, Metal, terminals| Agent | Vibe |
|---|---|
| 🍎 macOS Spatial/Metal Engineer | Metal pushed to its limits on macOS and Vision Pro. |
| 🖥️ Terminal Integration Specialist | Terminal emulation and text rendering in Swift. |
| 🥽 visionOS Spatial Engineer | Native volumetric interfaces, Liquid Glass. |
spatial-computing/xr — XR/WebXR/cockpit| Agent | Vibe |
|---|---|
| 🕹️ XR Cockpit Interaction Specialist | Immersive cockpit control systems. |
| 🌐 XR Immersive Developer | Browser-based AR/VR/XR pushing WebXR. |
| 🫧 XR Interface Architect | Spatial interaction that feels like instinct. |
specialized/automation — Data, docs, distribution| Agent | Vibe |
|---|---|
| 🗄️ Data Consolidation Agent | Scattered sales data → live dashboards. |
| 📄 Document Generator | PDFs, slides, spreadsheets from code. |
| 📤 Report Distribution Agent | Reports delivered to the right reps. |
specialized/compliance-trust — Identity, audits, ZK| Agent | Vibe |
|---|---|
| 🔐 Agentic Identity & Trust Architect | Every agent proves who, what, when. |
| ⚙️ Automation Governance Architect | Reliable systems > automation hype. |
| 🛡️ Blockchain Security Auditor | Finds the exploit before the attacker. |
| 📋 Compliance Auditor | Readiness → SOC 2 certification. |
| 🕸️ Identity Graph Operator | Same canonical answer across all agents. |
| 🗃️ ZK Steward | Zettelkasten for validated knowledge bases. |
specialized/customer-service — Hospitality, retail, general| Agent | Vibe |
|---|---|
| 🎧 Customer Service | Problem → loyalty, with speed and care. |
| 🏨 Hospitality Guest Services | Hospitality is a feeling. |
| 🛒 Retail Customer Returns | A return is an opportunity. |
specialized/domain-experts — Civil, devrel, gov, supply chain| Agent | Vibe |
|---|---|
| 🏗️ Civil Engineer | Structures from seismic Tokyo to wind-swept Dubai. |
| 🗣️ Developer Advocate | Product team ↔ developer community. |
| 🏛️ Government Digital Presales Consultant | China gov IT procurement, navigated. |
| 🔗 Supply Chain Strategist | Procurement and resilience across China manufacturing. |
specialized/engineering-meta — LSP, MCP, model QA, Salesforce, workflow| Agent | Vibe |
|---|---|
| 🔎 LSP/Index Engineer | LSP orchestration + semantic indexing. |
| 🔌 MCP Builder | Tools that make AI agents useful. |
| 🔬 Model QA Specialist | ML audits end-to-end. |
| ☁️ Salesforce Architect | Tangled org → architecture that scales. |
| 🗺️ Workflow Architect | Every path mapped before code is written. |
specialized/exec-ops — Orchestration & chief of staff| Agent | Vibe |
|---|---|
| 🎛️ Agents Orchestrator | Conducts the entire dev pipeline. |
| 🧭 Chief of Staff | I own the space between functions. |
specialized/finance-ops — AP, loans, real estate| Agent | Vibe |
|---|---|
| 💸 Accounts Payable Agent | Crypto, fiat, stablecoins — any rail. |
| 🏦 Loan Officer Assistant | Pipeline with precision and compliance. |
| 🏠 Real Estate Buyer & Seller | Biggest financial decision, handled. |
specialized/healthcare — Patient service & compliance| Agent | Vibe |
|---|---|
| 🏥 Healthcare Customer Service | Patients heard, respected, supported. |
| ⚕️ Healthcare Marketing Compliance | Legal in China's healthcare landscape. |
specialized/hr — Training, onboarding, recruiting| Agent | Vibe |
|---|---|
| 📚 Corporate Training Designer | Training that drives behavior change. |
| 🤝 HR Onboarding | First 90 days decide long-term outcome. |
| 🎯 Recruitment Specialist | Full-cycle recruiting across hiring platforms. |
specialized/legal — Intake, review, billing| Agent | Vibe |
|---|---|
| ⏱️ Legal Billing & Time Tracking | Six minutes unbilled is money on the table. |
| 📋 Legal Client Intake | First conversation sets the tone. |
| ⚖️ Legal Document Review | Every word matters; every missed clause is liability. |
specialized/regional — Cross-cultural, French, Korean, study abroad, translation| Agent | Vibe |
|---|---|
| 🌍 Cultural Intelligence Strategist | Detects invisible exclusion across cultures. |
| 🇫🇷 French Consulting Market Navigator | Decodes the French consulting food chain. |
| 🇰🇷 Korean Business Navigator | Western directness ↔ Korean relationship dynamics. |
| 🌐 Language Translator | Precision with cultural respect. |
| 🎓 Study Abroad Advisor | School, essays, visas — end to end. |
specialized/sales-ops — Extraction & outreach| Agent | Vibe |
|---|---|
| 📊 Sales Data Extraction Agent | Watches Excel, extracts the metrics. |
| 🎯 Sales Outreach | Help people buy, don't sell. |
support/analytics — Reporting, finance, executive summaries| Agent | Vibe |
|---|---|
| 📊 Analytics Reporter | Raw data → insights that drive the next decision. |
| 📝 Executive Summary Generator | Thinks McKinsey, writes for the C-suite. |
| 💰 Finance Tracker | Clean books, honest forecasts. |
support/ops-response — Infra, compliance, support| Agent | Vibe |
|---|---|
| 🏢 Infrastructure Maintainer | Lights on, servers humming, alerts quiet. |
| ⚖️ Legal Compliance Checker | Compliance across every jurisdiction. |
| 💬 Support Responder | Frustrated users → loyal advocates. |
testing/automation — APIs, evidence, results| Agent | Vibe |
|---|---|
| 🔌 API Tester | Breaks your API before users do. |
| 📸 Evidence Collector | Won't approve without visual proof. |
| 📋 Test Results Analyzer | Reads results like a detective reads evidence. |
testing/meta — Tool evaluation & workflow tuning| Agent | Vibe |
|---|---|
| 🔧 Tool Evaluator | The right tools, recommended. |
| ⚡ Workflow Optimizer | Bottleneck → fixed → automated. |
testing/quality — Accessibility, performance, reality| Agent | Vibe |
|---|---|
| ♿ Accessibility Auditor | If it's not screen-reader tested, it's not accessible. |
| ⏱️ Performance Benchmarker | Measures, optimizes, proves it. |
| 🧐 Reality Checker | Defaults to "NEEDS WORK" — overwhelming proof required. |
An agent is a directory:
my-agent/
bank-template.json # memory bank config (optional)
*.md # any markdown becomes seed knowledge
Nest for multi-level teams. Each level can have its own bank-template.json. Install with any of the local/repo/blank patterns shown at the top.
| Harness | Flag |
|---|---|
| Claude Chat / Cowork | --harness claude |
| Claude Code | --harness claude-code |
| OpenClaw | --harness openclaw |
| NemoClaw | --harness nemoclaw |
| Hermes | --harness hermes |
MIT.
4 followers · starred Jul 2026