🎭 Agent Roles

A complete AI agency at your fingertips — From frontend wizards to community builders, from whimsy injectors to reality checkers. Each agent is a specialized expert with personality, processes, and proven deliverables.

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🚀 What Is This?

The Agency is a growing collection of meticulously crafted AI agent personalities. Each agent is:

• 🎯 Specialized: Deep expertise in their domain (not generic prompt templates)
• 🧠 Personality-Driven: Unique voice, communication style, and approach
• 📋 Deliverable-Focused: Real code, processes, and measurable outcomes
• ✅ Production-Ready: Battle-tested workflows and success metrics

Think of it as: Assembling your dream team, except they're AI specialists who never sleep, never complain, and always deliver.

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⚡ Quick Start

Option 1: Install Skills

Copy skills to your Hermes/agent skills directory or install via CLI.

⬇ Download the latest release

Option 2: Pre-configured Agent Swarms

Use ready-to-deploy multi-agent teams from the examples/ directory for full-stack dev or marketing campaigns.

# Example: Deploy a full-stack web app team
cat examples/full-stack-web-app.yaml

# Copy skills required for the team into Hermes skills folder
cp frontend-developer/SKILL.md backend-architect/SKILL.md devops-automator/SKILL.md ~/.hermes/skills/

Option 3: Use as Reference

Each agent file (SKILL.md) contains:

• Name, emoji, and color
• Core role and personality traits
• Required context before acting
• Task contract (ordered steps)
• Hard rules with red-flags
• Output example
• Dependencies

Browse the agents below and copy/adapt the ones you need!

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🤖 Pre-built Agent Swarms & Teams

Deploy ready-made agent teams configured for specific workflows. Config files are available in examples/.

1. 🌐 Full-Stack Web App Development Team (examples/full-stack-web-app.yaml)

A complete multi-agent pipeline from product definition to production deployment:

• 🎨 ui-designer: UI/UX design tokens and layout
• 🖥️ frontend-developer: Responsive, accessible web frontend
• 🏗️ backend-architect: Scalable API and DB schema
• 🛡️ application-security-engineer: SDLC security gates
• ⚙️ devops-automator: CI/CD pipelines & infra
• 🧪 flutter-testing-qa-auditor: Test coverage & quality gates
• 🎛️ agents-orchestrator: Master coordinator for cross-agent execution

2. 📢 Content & Growth Marketing Swarm (examples/content-marketing-swarm.yaml)

An autonomous growth engine for content creation, SEO, and multi-channel distribution:

• ✍️ content-creator: Copywriting and article generation
• 🔍 seo-specialist: On-page SEO & search intent optimization
• 👾 reddit-community-builder: Organic community engagement
• 🎵 tiktok-strategist: Short-form video planning
• 📊 analytics-reporter: Conversion metrics and ROI reporting

3. 🛡️ Security Audit Swarm (examples/security-audit-swarm.yaml)

A hardened audit line from architecture to pentest and remediation:

• 🛡️ security-architect: Threat modeling & trust boundaries
• 🔐 application-security-engineer: SDLC gates, SAST/DAST
• ☁️ cloud-security-architect: Cloud posture & IAM
• ⛓️ blockchain-security-auditor + solidity-smart-contract-engineer: Smart-contract audit & fix
• 🗡️ penetration-tester: Exploit-driven validation
• 🎯 threat-detection-engineer: SIEM / MITRE detections for findings
• 🔑 secrets-credential-hygiene-engineer: Secrets scan & rotation
• 🎛️ agents-orchestrator: Merges reports into one backlog

4. 🗺️ GIS & Geo-Intelligence Swarm (examples/gis-geo-intelligence-swarm.yaml)

Field → dashboard: from raw geodata and drone capture to 3D and analytics:

• 📦 spatial-data-engineer + geoprocessing-specialist: Pipeline & automation
• 🗺️ gis-analyst + gis-qa-engineer: Layers, queries & QA
• 🏔️ 3d-scene-developer + drone-reality-mapping-specialist + bim-gis-specialist: 3D, reality mesh & BIM-GIS
• 📊 spatial-data-scientist + cartography-designer + data-visualization-engineer: Stats, cartography & honest charts

5. 🇨🇳 China Market Entry Swarm (examples/china-market-entry-swarm.yaml)

Go-to-market across China's search, social, and commerce stack:

• 🌏 china-market-localization-strategist: Brand & compliance localization
• 🔍 baidu-seo-specialist: Baidu ranking & ICP
• 🎵 douyin-strategist / kuaishou-strategist / bilibili-content-strategist: Short-video & community
• 🌸 xiaohongshu-specialist: UGC & conversion on Xiaohongshu
• 💬 wechat-official-account + wechat-mini-program-developer: WeChat ops & Mini Programs
• 🛒 china-ecommerce-operator + cross-border-ecommerce: Taobao/PDD/JD & Tmall Global

🧩 Agentic Skill Authoring

The template/playbook for creating new commercial-grade agent skills in this repo. Use it whenever you add or adapt a role that will be shipped or resold.

• What it gives: SKILL.md frontmatter schema, body slots, license/discipline rules, clean-room rewriting, and verified Anthropic agent-design patterns.
• When to use: creating a new agent/skill, adapting an existing one for commercial use, writing role prompts for delegate_task/kanban, or forcing structure when volume/deadline makes agents cut corners.
• Inputs: role brief, target platform/tags, license requirements, source references.
• Outputs: ready-to-commit SKILL.md, optional references/ assets, and a related_skills wiring checklist.
• Pair with: injection-guard + agent-defense for any web-facing skill. agentic-skill-authoring/SKILL.md

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🎨 The Agency Roster

💻 Engineering

Building the future, one commit at a time.

Emoji	Agent	Specialty	When to Use
🏔️	3d-scene-developer	3D Scene Developer	Use when 3D visualization of GIS data is needed
🔐	agentic-identity-trust	Agentic Identity Trust	Use when an agent identity and trust scheme is needed
🤖	agentic-search-optimizer	Agentic Search Optimizer	Use when AI agents can't complete tasks on your site.
🧬	ai-data-remediation-engineer	Ai Data Remediation Engineer	Use when production data is broken at scale
🤖	ai-developer-experience-auditor	Ai Developer Experience Auditor	Use when auditing AI-agent compatibility / AGENTS.md / llms.txt / AI_DEVELOPMENT_RULES in a repository (machine-enforced file checks)
🤖	ai-engineer	Ai Engineer	Use when building ML models into production
🔎	ai-generated-code-security-auditor	Ai Generated Code Security Auditor	Use when auditing security of code from AI assistants
🔌	api-platform-engineer	Api Platform Engineer	Use when designing public/partner APIs
🔌	api-tester	Api Tester	Use when testing APIs and integrations
🔐	application-security-engineer	Application Security Engineer	Use when securing code and SDLC
⚙️	automation-governance-architect	Automation Governance Architect	Use when governing business automation decisions
⚡	autonomous-optimization-architect	Autonomous Optimization Architect	Use when cutting AI/API cost autonomously
🏗️	backend-architect	Backend Architect	Use when designing backend systems at scale
🧩	blender-add-on-engineer	Blender Add On Engineer	Use when building Blender add-ons and automation
🛡️	blockchain-security-auditor	Blockchain Security Auditor	Use when auditing smart contracts
☁️	cloud-security-architect	Cloud Security Architect	Use when cloud infrastructure security is needed
🧱	cms-developer	Cms Developer	Use when building Drupal/WordPress sites
🧭	codebase-onboarding-engineer	Codebase Onboarding Engineer	Use when onboarding devs to a codebase
🔧	data-engineer	Data Engineer	Use when building data pipelines
🔐	data-privacy-officer	Data Privacy Officer	Use when building data privacy compliance
📈	data-visualization-engineer	Data Visualization Engineer	Use when designing honest charts
🗄️	database-optimizer	Database Optimizer	Use when tuning DB queries/schema
🛟	database-reliability-engineer	Database Reliability Engineer	Use when keeping DBs available/safe
💻	desktop-app-engineer	Desktop App Engineer	Use when shipping Electron/Tauri desktop apps
🛠️	developer-tooling-engineer	Developer Tooling Engineer	Use when building CLIs/dev tools
⚙️	devops-automator	Devops Automator	Use when automating CI/CD/infra
🛡️	devops-watchdog-engineer	Devops Watchdog Engineer	Use when building self-healing watchdogs for local services.
⚡	drupal-performance	Drupal Performance	Use when accelerating a Drupal site to meet Core Web Vitals
🛒	drupal-shopping-cart	Drupal Shopping Cart	Use when building Drupal Commerce
📧	email-intelligence-engineer	Email Intelligence Engineer	Use when parsing email for agents
🔩	embedded-firmware-engineer	Embedded Firmware Engineer	Use when writing MCU/RTOS firmware
🔗	feishu-integration-developer	Feishu Integration Developer	Use when integrating Feishu/Lark
🔧	filament-optimization-specialist	Filament Optimization Specialist	Use when restructuring Filament admin
💰	finops-engineer	Finops Engineer	Use when cutting cloud spend
🏛️	flutter-architecture-auditor	Flutter Architecture Auditor	Use when audit Clean Architecture / feature-first / Repository law / boundaries in Flutter projects (machine-enforced grep/analyze)
🗄️	flutter-database-storage-auditor	Flutter Database Storage Auditor	Use when auditing Drift / local DB / caching / environments / secrets in Flutter (machine-enforced grep/analyze)
🔒	flutter-security-production-auditor	Flutter Security Production Auditor	Use when auditing security / production-readiness / services-contracts / crash-reporting in Flutter (machine-enforced grep)
🧪	flutter-testing-qa-auditor	Flutter Testing Qa Auditor	Use when testing / CI/CD / reference tests (Repository, Provider, Auth, Routing, Flags, Drift) audit in Flutter (machine-enforced flutter test)
🖥️	frontend-developer	Frontend Developer	Use when building web frontends
🎵	game-audio-engineer	Game Audio Engineer	Use when sound, music, and voice integration into a game is needed
🤖	geoai-ml-engineer	Geoai Ml Engineer	Use when ML models for images and geodata are needed
✅	gis-qa-engineer	Gis Qa Engineer	Use when quality check of geodata and maps is needed
🌿	git-workflow-master	Git Workflow Master	Use when setting team Git workflow
🎯	godot-gameplay-scripter	Godot Gameplay Scripter	Use when gameplay code and signals are needed in Godot 4
🌐	godot-multiplayer-engineer	Godot Multiplayer Engineer	Use when multiplayer and synchronization are needed in Godot
💎	godot-shader-developer	Godot Shader Developer	Use when shaders and visual effects are needed in Godot
🌍	i18n-engineer	I18N Engineer	Use when making software multilingual
🔐	identity-access-engineer	Identity Access Engineer	Use when building auth/SSO/RBAC
🕸️	identity-graph-operator	Identity Graph Operator	Use when resolving multi-agent identities
📷	image-prompt-engineer	Image Prompt Engineer	Use when you need a prompt for photo generation: light, optics
🏢	infrastructure-maintainer	Infrastructure Maintainer	Use when infrastructure support is needed: updates, backups
🔍	investment-researcher	Investment Researcher	Use when investment analysis is needed: assessment, market analysis
📡	iot-fleet-engineer	Iot Fleet Engineer	Use when managing device fleets
📋	jira-workflow-steward	Jira Workflow Steward	Use when Jira settings are needed: workflow, statuses
🧪	llm-post-training-engineer	Llm Post Training Engineer	Use when post-training LLMs
🔎	lsp-index-engineer	Lsp Index Engineer	Use when building LSP code intelligence
🍎	macos-spatial-metal-engineer	Macos Spatial Metal Engineer	Use when you need Metal/Spatial code for macOS: GPU, Vision, AR
🪡	minimal-change-engineer	Minimal Change Engineer	Use when fixing with minimal diff
📲	mobile-app-builder	Mobile App Builder	Use when building mobile apps
🚀	mobile-release-engineer	Mobile Release Engineer	Use when shipping iOS/Android
🕸️	multi-agent-systems-architect	Multi Agent Systems Architect	Use when designing agent systems
🌐	network-engineer	Network Engineer	Use when configuring networks
🧠	organizational-psychologist	Organizational Psychologist	Use when diagnosing team dynamics
📜	orgscript-engineer	Orgscript Engineer	Use when modeling with OrgScript
💳	payments-billing-engineer	Payments Billing Engineer	Use when building payments/billing
🗡️	penetration-tester	Penetration Tester	Use when a pentest is needed: vulnerabilities, exploitation, report
🕵️	privacy-engineer	Privacy Engineer	Use when engineering privacy
🧬	prompt-engineer	Prompt Engineer	Use when crafting LLM prompts
🧪	qa-test-engineer	Qa Test Engineer	Use when running full quality gates: analyze, boundaries, tests, format, de-sloppify.
🔍	rag-pipeline-engineer	Rag Pipeline Engineer	Use when building RAG systems
⚡	rapid-prototyper	Rapid Prototyper	Use when prototyping fast MVPs
🤝	realtime-collaboration-engineer	Realtime Collaboration Engineer	Use when building realtime sync
💬	reddit-community-builder	Reddit Community Builder	Use when building authentic brand presence on Reddit.
👤	roblox-avatar-creator	Roblox Avatar Creator	Use when creating Roblox UGC avatars and accessories
🎪	roblox-experience-designer	Roblox Experience Designer	Use when designing Roblox engagement loops
🔧	roblox-systems-scripter	Roblox Systems Scripter	Use when writing server-side logic and Luau systems for Roblox
🛠️	sales-engineer	Sales Engineer	Use when a deal needs technical defense (POC, demo)
🔍	search-query-analyst	Search Query Analyst	Use when analyzing ad paid-search query reports
🔎	search-relevance-engineer	Search Relevance Engineer	Use when tuning search relevance
🔑	secrets-credential-hygiene-engineer	Secrets Credential Hygiene Engineer	Use when managing secrets and credentials in code
🛡️	security-architect	Security Architect	Use when designing a system's security model
💎	senior-developer	Senior Developer	Use when building premium Laravel
🛡️	senior-secops-engineer	Senior Secops Engineer	Use when code is checked for secrets and vulnerabilities
🎬	short-video-editing-coach	Short Video Editing Coach	Use when editing raw footage into short videos.
🏛️	software-architect	Software Architect	Use when designing system arch
⛓️	solidity-smart-contract-engineer	Solidity Smart Contract Engineer	Use when developing and auditing Solidity smart contracts
🔧	solution-engineer	Solution Engineer	Use when building GIS prototypes and demos (Esri)
📦	spatial-data-engineer	Spatial Data Engineer	Use when cleaning or transforming geospatial data.
📊	spatial-data-scientist	Spatial Data Scientist	Use when analyzing spatial statistics or clusters.
🏗️	specialized-civil-engineer	Specialized Civil Engineer	Use when calculating or checking a structure against building codes
🗣️	specialized-developer-advocate	Specialized Developer Advocate	Use when building developer communities, DX, and content.
☁️	specialized-salesforce-architect	Specialized Salesforce Architect	Use when designing Salesforce orgs within governor limits.
🛡️	sre	Sre	Use when defining SLOs and cutting production toil.
🏃	swarm-runner-engineer	Swarm Runner Engineer	Use when engineering the swarm runner: claim-locks, heartbeats, timeouts, agent launch.
🎭	test-automation-engineer	Test Automation Engineer	Use when E2E test automation is needed
📋	test-results-analyzer	Test Results Analyzer	Use when test results analysis is needed
🎯	threat-detection-engineer	Threat Detection Engineer	Use when SIEM detections and MITRE are needed
🔭	trend-researcher	Trend Researcher	Use when researching market trends
🏛️	unity-architect	Unity Architect	Use when Unity code is tangled; SO architecture is needed.
🛠️	unity-editor-tool-developer	Unity Editor Tool Developer	Use when routine in Unity Editor; tools are needed.
🔗	unity-multiplayer-engineer	Unity Multiplayer Engineer	Use when Unity multiplayer, network synchronization.
✨	unity-shader-graph-artist	Unity Shader Graph Artist	Use when Unity shaders/effects are needed; URP/HDRP.
🌐	unreal-multiplayer-architect	Unreal Multiplayer Architect	Use when UE5 multiplayer; replication, RPC validation.
⚙️	unreal-systems-engineer	Unreal Systems Engineer	Use when UE5 systems (GAS, C++/BP, Nanite/Lumen, performance).
🎨	unreal-technical-artist	Unreal Technical Artist	Use when UE5 visuals: materials, Niagara, PCG, LOD.
🌍	unreal-world-builder	Unreal World Builder	Use when UE5 open-world: World Partition, Landscape.
🏛️	uswds-developer	Uswds Developer	Use when frontend for US government sites on USWDS
📐	ux-architect	Ux Architect	Use when a CSS foundation, layout, or UX structure is needed.
🔬	ux-researcher	Ux Researcher	Use when UX research, personas, or tests are needed.
🎬	video-optimization-specialist	Video Optimization Specialist	Use when optimizing YouTube video retention.
🎬	video-streaming-engineer	Video Streaming Engineer	Use when tuning HLS/DASH delivery and player QoE.
🥽	visionos-spatial-engineer	Visionos Spatial Engineer	Use when building visionOS spatial apps
🎙️	voice-ai-integration-engineer	Voice Ai Integration Engineer	Use when speech pipeline: audio transcription
🌐	web-gis-developer	Web Gis Developer	Use when building interactive web maps
🧩	webassembly-engineer	Webassembly Engineer	Use when porting code to WebAssembly
💬	wechat-mini-program-developer	Wechat Mini Program Developer	Use when building WeChat Mini Programs with wx APIs.
⚡	wordpress-performance	Wordpress Performance	Use when accelerating WordPress site
🛍️	wordpress-shopping-cart	Wordpress Shopping Cart	Use when building WooCommerce carts, checkouts, payments.
🗺️	workflow-architect	Workflow Architect	Use when designing workflows, specifying paths
⚡	workflow-optimizer	Workflow Optimizer	Use when optimizing business workflows
🌐	xr-immersive-developer	Xr Immersive Developer	Use when building WebXR experiences
🫧	xr-interface-architect	Xr Interface Architect	Use when designing XR spatial interfaces

🎨 Design

Making it beautiful, usable, and delightful.

Emoji	Agent	Specialty	When to Use
🎨	brand-guardian	Brand Guardian	Use when brand, identity, and tone of communication are needed
🎨	cartography-designer	Cartography Designer	Use when map design and styling are needed
📚	corporate-training-designer	Corporate Training Designer	Use when designing corporate training programs
💰	economy-designer	Economy Designer	Use when you need calculation and balance of a game's virtual economy
🎮	game-designer	Game Designer	Use when game design, mechanics, GDD and balance are needed
🌈	inclusive-visuals-specialist	Inclusive Visuals Specialist	Use when inclusive visuals are needed: accessibility, imagery
🗺️	level-designer	Level Designer	Use when level design is needed: gameplay, pacing, balance
📖	narrative-designer	Narrative Designer	Use when you need a narrative: plot, characters, choice
🎭	persona-walkthrough-specialist	Persona Walkthrough Specialist	Use when a CRO audit of a page via persona simulation is needed
🎯	recruitment-specialist	Recruitment Specialist	Use when running China recruitment ops
🔌	specialized-mcp-builder	Specialized Mcp Builder	Use when building MCP servers with agent-friendly tools.
🎨	technical-artist	Technical Artist	Use when an art pipeline and shaders are needed in the engine
🎨	ui-designer	Ui Designer	Use when designing a UI component system
🧱	ui-finish-gate-reviewer	Ui Finish Gate Reviewer	Use when UI is template-like before release; needs a pass/hold gate.
🎬	visual-storyteller	Visual Storyteller	Use when crafting visual narratives
✨	whimsy-injector	Whimsy Injector	Use when adding playful micro-interactions

💰 Paid Media

Turning ad spend into measurable business outcomes.

Emoji	Agent	Specialty	When to Use
✍️	ad-creative-strategist	Ad Creative Strategist	Use when creatives and copy for paid advertising
🏗️	aeo-foundations	Aeo Foundations	Use when auditing AI discovery: crawlers, llms.txt, tokens.
🔮	ai-citation-strategist	Ai Citation Strategist	Use when auditing brand visibility in AI answer engines.
🇨🇳	baidu-seo-specialist	Baidu Seo Specialist	Use when ranking a site in Baidu's China search ecosystem.
🎬	bilibili-content-strategist	Bilibili Content Strategist	Use when growing a brand channel on Bilibili (B站).
🎠	carousel-growth-engine	Carousel Growth Engine	Use when auto-generating TikTok/IG carousels from a URL.
✍️	content-creator	Content Creator	Use when planning multi-platform content campaigns.
🎯	jtbd-editor	JTBD Title Editor	Use when editing JTBD titles — keep phrase, improve tail by funnel stage.
📝	jtbd-article-writer	JTBD Article Writer	Use when writing full JTBD SEO articles (2000+ words) with E-E-A-T.
🎵	douyin-strategist	Douyin Strategist	Use when growing a brand on Douyin (China TikTok).
📧	email-strategist	Email Strategist	Use when segmentation and mailings, deliverability
🎙️	global-podcast-strategist	Global Podcast Strategist	Use when launching/growing a podcast brand.
📸	instagram-curator	Instagram Curator	Use when building brand presence on Instagram.
🎥	kuaishou-strategist	Kuaishou Strategist	Use when growing grassroots audiences on Kuaishou.
⏱️	legal-billing-time-tracking	Legal Billing Time Tracking	Use when tracking legal billing and time
💼	linkedin-content-creator	Linkedin Content Creator	Use when building thought leadership on LinkedIn.
📡	multi-platform-publisher	Multi Platform Publisher	Use when publishing one article to CN platforms.
🧲	offer-lead-gen-strategist	Offer Lead Gen Strategist	Use when you need an offer and lead generation strategy
📋	paid-media-auditor	Paid Media Auditor	Use when a paid traffic audit is needed: metrics, budget waste
📱	paid-social-strategist	Paid Social Strategist	Use when a paid social traffic strategy is needed: Meta, TikTok
🎧	podcast-strategist	Podcast Strategist	Use when launching a podcast in China's market.
💰	ppc-campaign-strategist	Ppc Campaign Strategist	Use when PPC paid campaign architecture is needed
📣	pr-communications-manager	Pr Communications Manager	Use when managing media relations or crises.
📺	programmatic-display-buyer	Programmatic Display Buyer	Use when display/programmatic media buying is needed
🔍	seo-specialist	Seo Specialist	Use when growing organic search visibility.
📣	social-media-strategist	Social Media Strategist	Use when planning cross-platform social campaigns.
🎵	tiktok-strategist	Tiktok Strategist	Use when building viral brand presence on TikTok.
📡	tracking-measurement-specialist	Tracking Measurement Specialist	Use when configuring ad conversion tracking
🐦	twitter-engager	Twitter Engager	Use when engaging in real-time on Twitter/X.
📱	wechat-official-account	Wechat Official Account	Use when managing a WeChat Official Account (公众号)
🔥	weibo-strategist	Weibo Strategist	Use when running brand operations on Weibo.
🛰️	x-twitter-intelligence-analyst	X Twitter Intelligence Analyst	Use when X/Twitter data analysis for decision making
🌸	xiaohongshu-specialist	Xiaohongshu Specialist	Use when marketing lifestyle brands on Xiaohongshu.

💼 Sales

Turning pipeline into revenue through craft, not CRM busywork.

Emoji	Agent	Specialty	When to Use
♟️	deal-strategist	Deal Strategist	Use when qualifying and strategizing deals
🔍	discovery-coach	Discovery Coach	Use when you need an analysis of discovery-call techniques and questioning
🏛️	government-digital-presales-consultant	Government Digital Presales Consultant	Use when pursuing government IT bids
🚀	growth-hacker	Growth Hacker	Use when scaling user acquisition via experiments.
🎙️	livestream-commerce-coach	Livestream Commerce Coach	Use when training hosts for live commerce rooms.
🏦	loan-officer-assistant	Loan Officer Assistant	Use when assisting mortgage loan officers
🎯	outbound-strategist	Outbound Strategist	Use when outreach is needed: emails, sequences, targeting
📊	pipeline-analyst	Pipeline Analyst	Use when a funnel analysis, forecast, and CRM deal scoring is needed
🏹	proposal-strategist	Proposal Strategist	Use when proposal strategy and narrative (RFP) is needed
🏋️	sales-coach	Sales Coach	Use when coaching sales reps and reviewing funnels
📊	sales-data-extraction-agent	Sales Data Extraction Agent	Use when extracting sales metrics
🎯	sales-outreach	Sales Outreach	Use when running B2B sales outreach

🧠 Strategy

High-level thinking that shapes products, markets, and decisions.

Emoji	Agent	Specialty	When to Use
🗺️	account-strategist	Account Strategist	Use when growing existing accounts and NRR
🧠	behavioral-nudge-engine	Behavioral Nudge Engine	Use when adding behavioral nudges to a product
♟️	business-strategist	Business Strategist	Use when making competitive or market strategy
🔄	change-management-consultant	Change Management Consultant	Use when managing organizational change adoption
🇨🇳	china-market-localization-strategist	China Market Localization Strategist	Use when localizing a brand for China's platforms.
📝	grant-writer	Grant Writer	Use when writing grant proposals
🧭	healthcare-innovation-strategist	Healthcare Innovation Strategist	Use when a healthcare narrative is needed: pitch, regulatory, audit
📜	narratologist	Narratologist	Use when narrative analysis is needed: structure, genre, myth
🧭	specialized-chief-of-staff	Specialized Chief Of Staff	Use when supporting an executive
🌍	specialized-cultural-intelligence-strategist	Specialized Cultural Intelligence Strategist	Use when auditing an interface for cultural exclusion
⚔️	strategy-duel-agent	Strategy Duel Agent	Use when running a strategic duel: conflict analysis
🎓	study-abroad-advisor	Study Abroad Advisor	Use when planning a study-abroad admissions strategy
🔗	supply-chain-strategist	Supply Chain Strategist	Use when sourcing suppliers and managing supply chains.
🏛️	tax-strategist	Tax Strategist	Use when tax optimization and compliance are needed
🧠	technical-consultant	Technical Consultant	Use when GIS strategy and solution selection are needed
🧠	zhihu-strategist	Zhihu Strategist	Use when building brand authority through Zhihu answers.

📦 Product

From roadmap to delivery, shipping what matters.

Emoji	Agent	Specialty	When to Use
📒	bookkeeper-controller	Bookkeeper Controller	Use when bookkeeping and month-end close
💼	chief-financial-officer	Chief Financial Officer	Use when governing finance and capital decisions
📄	document-generator	Document Generator	Use when generating PDF/PPTX/DOCX/XLSX via code
📝	executive-summary-generator	Executive Summary Generator	Use when a brief executive summary is needed from a report
🔍	feedback-synthesizer	Feedback Synthesizer	Use when needed for user feedback analysis and prioritization
💰	finance-tracker	Finance Tracker	Use when budget control and company cash flow management is needed
📊	financial-analyst	Financial Analyst	Use when a financial model, forecast, and scenario assessment are needed
📈	fp-a-analyst	Fp A Analyst	Use when budget, forecast, and variance analysis are needed
📋	meeting-notes-specialist	Meeting Notes Specialist	Use when you need notes from the meeting: minutes, decisions, tasks
⚙️	operations-manager	Operations Manager	Use when optimizing business operations
🧭	product-manager	Product Manager	Use when a product manager is needed: PRD, roadmap, launch
🐑	project-shepherd	Project Shepherd	Use when cross-functional project coordination is needed
📤	report-distribution-agent	Report Distribution Agent	Use when distributing sales reports
🎯	sprint-prioritizer	Sprint Prioritizer	Use when prioritizing backlog or planning sprints.
🏭	studio-operations	Studio Operations	Use when studio operations need optimization
🎬	studio-producer	Studio Producer	Use when portfolio-level project production is needed

🔬 Research

Insights, evidence, and analysis that drive decisions.

Emoji	Agent	Specialty	When to Use
🌍	anthropologist	Anthropologist	Use when designing cultures and societies
📸	evidence-collector	Evidence Collector	Use when a screenshot-based app review with factual evidence is needed
🧪	experiment-tracker	Experiment Tracker	Use when design, launch, and analysis of A/B experiments is needed
🖥️	gis-analyst	Gis Analyst	Use when maps, layers, and queries of geodata are needed
📚	historian	Historian	Use when history checking is needed: anachronisms, era details
💰	specialized-pricing-analyst	Specialized Pricing Analyst	Use when developing a pricing strategy
📊	statistician	Statistician	Use when pressure-testing claims or designing studies.
🔍	threat-intelligence-analyst	Threat Intelligence Analyst	Use when threat intelligence and APT profiling are needed

🛡️ Security

Defending the stack — from secure-by-design architecture to breach response.

Emoji	Agent	Specialty	When to Use
📋	compliance-auditor	Compliance Auditor	Use when auditing SOC 2, ISO compliance
⚕️	healthcare-marketing-compliance	Healthcare Marketing Compliance	Use when checking medical advertising for compliance with the law
⚖️	legal-compliance-checker	Legal Compliance Checker	Use when compliance verification is needed: laws, risks, sanctions
🛡️	specialized-fedramp-rmf-compliance	Specialized Fedramp Rmf Compliance	Use when preparing for FedRAMP or NIST RMF
🗃️	zk-steward	Zk Steward	Use when knowledge base, Zettelkasten notes

🗄️ Data & GIS

Data pipelines, geospatial intelligence, and visualization.

Emoji	Agent	Specialty	When to Use
🏗️	bim-gis-specialist	Bim Gis Specialist	Use when integrating BIM and GIS
🗄️	data-consolidation-agent	Data Consolidation Agent	Use when consolidating sales data dashboards
🛸	drone-reality-mapping-specialist	Drone Reality Mapping Specialist	Use when drone imagery needs to be processed into geospatial data
🗄️	gaussdb-expert	Gaussdb Expert	Use when facing GaussDB OLTP performance issues
🗺️	geographer	Geographer	Use when geography of the world needs to be checked for plausibility
⚙️	geoprocessing-specialist	Geoprocessing Specialist	Use when ArcGIS geodata processing automation is needed
🧠	psychologist	Psychologist	Use when a psychological character analysis is needed
🏺	specialized-codebase-archaeologist	Specialized Codebase Archaeologist	Use when auditing code drift across AI tool sessions.

🌍 Regional

Specialists for China, Korea, and global markets.

Emoji	Agent	Specialty	When to Use
🛒	china-ecommerce-operator	China Ecommerce Operator	Use when operating a Taobao/PDD/JD store
🌏	cross-border-ecommerce	Cross Border Ecommerce	Use when launching products on overseas marketplaces
🇰🇷	korean-business-navigator	Korean Business Navigator	Use when deals and negotiations with Korean businesses
🇫🇷	specialized-french-consulting-market	Specialized French Consulting Market	Use when navigating the French ESN freelance market.

🏥 Specialized

Deep expertise for regulated, industry-specific, and niche domains.

Emoji	Agent	Specialty	When to Use
🩺	clinical-evidence-agent	Clinical Evidence Agent	Use when clinical claims and sources are needed
🎧	customer-service	Customer Service	Use when handling customer service inquiries
🌟	customer-success-manager	Customer Success Manager	Use when managing customer success lifecycle
🌱	esg-sustainability-officer	Esg Sustainability Officer	Use when building ESG reporting programs
🧡	healthcare-aging-parent-care-companion	Healthcare Aging Parent Care Companion	Use when coordinating care for an aging relative
🏥	healthcare-customer-service	Healthcare Customer Service	Use when supporting patient service inquiries
🏨	hospitality-guest-services	Hospitality Guest Services	Use when delivering hospitality guest services
🤝	hr-onboarding	Hr Onboarding	Use when onboarding new employees
📋	legal-client-intake	Legal Client Intake	Use when qualifying legal client intakes
🛡️	hermes-kanban-swarm-ops	Hermes Kanban Swarm Ops	Use when running hermes kanban swarm with role-agents — isolated boards, cron-limited watchdog, recovery from triage-loops
⚖️	legal-document-review	Legal Document Review	Use when reviewing legal documents
🏥	medical-billing-coding-specialist	Medical Billing Coding Specialist	Use when coding medical billing claims
🛒	retail-customer-returns	Retail Customer Returns	Use when processing retail returns
🌍	sovereign-health-systems-agent	Sovereign Health Systems Agent	Use when engaging health ministries or sovereign markets.

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📜 License

MIT-0 — Use freely, commercially or personally. No attribution required.

🙏 Acknowledgments

This collection brings together 282+ specialized agents across every division, built for real-world workflows and production use.

💬 Community

• GitHub Discussions: Share your success stories
• Issues: Report bugs or request features

🚀 Get Started

1. Browse the agents above and find specialists for your needs
2. Copy the agents to your skills directory
3. Activate agents by referencing them in your conversations
4. Customize agent personalities and workflows for your needs

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