A Complete AI Workforce in a Box

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.

Roster

Design

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

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

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

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

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

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

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

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

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

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

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

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

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. |

Build your own

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.

Harnesses

| Harness | Flag | |---------|------| | Claude Chat / Cowork | --harness claude | | Claude Code | --harness claude-code | | OpenClaw | --harness openclaw | | NemoClaw | --harness nemoclaw | | Hermes | --harness hermes |

License

MIT.