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.

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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.

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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.