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