msitarzewski/agency-agentsPublic

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

AI summary: A specialized roster of AI agents designed to transform workflows through distinct, expert personas.

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ShellMITCreated Oct 13, 2025Last push 1d ago+1.2K stars this week+1.6K this month

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since Oct 12, 2025
050K100KOct 2025Jan 2026Apr 2026Aug 2026
139.1K stars as of Aug 7, 2026, tracked back to Oct 12, 2025. Historical curve reconstructed from public GitHub event archives, calibrated to the current total.

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Signals and awards

derived from tracked data
  • Landmark project

    139,067 stars

  • Actively maintained

    Pushed within 48 hours

  • Well documented

    High community health score

  • Permissive license

    MIT

  • Repeat trending

    62 trending appearances

  • Top 10% tracked

    Rank 40 of 1058

What agency-agents does

Agency Agents provides a comprehensive roster of highly specialized AI agents, each crafted with a distinct personality, specific processes, and proven deliverables. Rather than relying on a generic AI assistant, this project offers an entire 'agency' of experts, ranging from frontend wizards to Reddit community ninjas. These agents are designed to be integrated directly into development environments like Claude Code or Cursor. By utilizing specialized personas, the agents produce more targeted, context-aware, and higher-quality outputs. The repository includes a native application for macOS, Linux, and Windows to easily browse and install these specialists into your workflow.

This project is for developers, creators, and teams who want to move beyond generic AI interactions and leverage highly specialized, expert personas in their daily workflows. It is especially useful for users of Claude Code and Cursor.

  • Specialized personas: Offers distinct agents like frontend wizards or reality checkers, each tuned for specific tasks.
  • Native application: Includes a desktop app for easily browsing and installing agents into your development environment.
  • Process-driven outputs: Agents follow specific methodologies to ensure consistent and high-quality deliverables.
  • IDE integration: Designed to work seamlessly within tools like Claude Code and Cursor.
  • Cross-platform support: The native installation app supports macOS, Linux, and Windows.

Where teams use it

Targeted Code Review

Developers can invoke a specialized 'reality checker' agent to rigorously review code for edge cases and vulnerabilities.

Frontend Development

Engineers can use the 'frontend wizard' persona to generate UI components that adhere strictly to modern design systems.

Community Management

Teams can utilize the 'Reddit ninja' agent to draft culturally appropriate community responses and content.

Workflow Automation

Users can construct complex workflows by chaining together different specialized agents to handle multi-step projects.

Getting started: Download the native app from https://agencyagents.app

README

main branch

🎭 The Agency: AI Specialists Ready to Transform Your Workflow

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

GitHub stars License: MIT PRs Welcome Sponsor Download the app

🆕 There's an app now

Agency Agents is a native app for macOS, Linux & Windows that browses the entire roster and installs it into Claude Code, Cursor, Codex, Gemini, Osaurus, and more — with a click. No clone, no scripts, and it auto-updates.

Download the latest release · agencyagents.app


🚀 What Is This?

Born from a Reddit thread and months of iteration, 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.


⚡ Quick Start

Option 1: Install the app (Recommended)

The fastest way in — no clone, no terminal. Agency Agents is a native desktop app (macOS · Linux · Windows) that browses the whole roster and installs agents into Claude Code, Cursor, Codex, Gemini CLI, OpenCode, Qwen, and Osaurus for you, then keeps them up to date.

⬇ Download the latest release — or on a Mac:

brew install --cask msitarzewski/agency-agents/agency-agents

Prefer the command line? The script-based options below install the same agents.

Option 2: Use with Claude Code

# Install all agents to your Claude Code directory
./scripts/install.sh --tool claude-code

# Or manually copy a category if you only want one division
cp engineering/*.md ~/.claude/agents/

# Then activate any agent in your Claude Code sessions:
# "Hey Claude, activate Frontend Developer mode and help me build a React component"

Option 3: Use as Reference

Each agent file contains:

  • Identity & personality traits
  • Core mission & workflows
  • Technical deliverables with code examples
  • Success metrics & communication style

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

Option 4: Use with Other Tools (GitHub Copilot, Antigravity, Gemini CLI, OpenCode, OpenClaw, Cursor, Aider, Windsurf, Kimi Code, Codex, Osaurus, Hermes, Mistral Vibe)

# Step 1 -- generate integration files for all supported tools
./scripts/convert.sh

# Step 2 -- install interactively (auto-detects what you have installed)
./scripts/install.sh

# Or target a specific tool directly
./scripts/install.sh --tool antigravity
./scripts/install.sh --tool gemini-cli
./scripts/install.sh --tool opencode
./scripts/install.sh --tool copilot
./scripts/install.sh --tool openclaw
./scripts/install.sh --tool cursor
./scripts/install.sh --tool aider
./scripts/install.sh --tool windsurf
./scripts/install.sh --tool kimi
./scripts/install.sh --tool codex
./scripts/install.sh --tool osaurus
./scripts/install.sh --tool hermes
./scripts/install.sh --tool vibe

Install only the teams you need (not everyone wants every division):

./scripts/install.sh                                    # interactive wizard: pick tools + teams
./scripts/install.sh --tool claude-code --division engineering,security
./scripts/install.sh --tool cursor --agent frontend-developer,ui-designer
./scripts/install.sh --list teams                       # see every team + agent count
./scripts/install.sh --tool opencode --division engineering --dry-run

OpenCode note: OpenCode's runtime currently registers only ~119 agents and silently drops the rest (upstream bug). Installing a subset with --division keeps you under that limit. The installer warns you when a selection would exceed it.

See the Multi-Tool Integrations section below for full details.


🎨 The Agency Roster

💻 Engineering Division

Building the future, one commit at a time.

Agent Specialty When to Use
🎨 Frontend Developer React/Vue/Angular, UI implementation, performance Modern web apps, pixel-perfect UIs, Core Web Vitals optimization
🏗️ Backend Architect API design, database architecture, scalability Server-side systems, microservices, cloud infrastructure
📱 Mobile App Builder iOS/Android, React Native, Flutter Native and cross-platform mobile applications
🤖 AI Engineer ML models, deployment, AI integration Machine learning features, data pipelines, AI-powered apps
🚀 DevOps Automator CI/CD, infrastructure automation, cloud ops Pipeline development, deployment automation, monitoring
🌐 Network Engineer Cisco IOS/IOS-XE, Juniper Junos, Palo Alto PAN-OS Router/switch/firewall configuration, BGP/OSPF, ACLs, show-output troubleshooting
Rapid Prototyper Fast POC development, MVPs Quick proof-of-concepts, hackathon projects, fast iteration
💎 Senior Developer Laravel/Livewire, advanced patterns Complex implementations, architecture decisions
🔧 Filament Optimization Specialist Filament PHP admin UX, structural form redesign, resource optimization Restructuring Filament resources/forms/tables for faster, cleaner admin workflows
Autonomous Optimization Architect LLM routing, cost optimization, shadow testing Autonomous systems needing intelligent API selection and cost guardrails
🔩 Embedded Firmware Engineer Bare-metal, RTOS, ESP32/STM32/Nordic firmware Production-grade embedded systems and IoT devices
🚨 Incident Response Commander Incident management, post-mortems, on-call Managing production incidents and building incident readiness
⛓️ Solidity Smart Contract Engineer EVM contracts, gas optimization, DeFi Secure, gas-optimized smart contracts and DeFi protocols
🧭 Codebase Onboarding Engineer Fast developer onboarding, read-only codebase exploration, factual explanation Helping new developers understand unfamiliar repos quickly by reading the code, tracing code paths, and stating facts about structure and behavior
📚 Technical Writer Developer docs, API reference, tutorials Clear, accurate technical documentation
💬 WeChat Mini Program Developer WeChat ecosystem, Mini Programs, payment integration Building performant apps for the WeChat ecosystem
👁️ Code Reviewer Constructive code review, security, maintainability PR reviews, code quality gates, mentoring through review
🗄️ Database Optimizer Schema design, query optimization, indexing strategies PostgreSQL/MySQL tuning, slow query debugging, migration planning
🌿 Git Workflow Master Branching strategies, conventional commits, advanced Git Git workflow design, history cleanup, CI-friendly branch management
🏛️ Software Architect System design, DDD, architectural patterns, trade-off analysis Architecture decisions, domain modeling, system evolution strategy
🛡️ SRE SLOs, error budgets, observability, chaos engineering Production reliability, toil reduction, capacity planning
🧬 AI Data Remediation Engineer Self-healing pipelines, air-gapped SLMs, semantic clustering Fixing broken data at scale with zero data loss
🔧 Data Engineer Data pipelines, lakehouse architecture, ETL/ELT Building reliable data infrastructure and warehousing
🔗 Feishu Integration Developer Feishu/Lark Open Platform, bots, workflows Building integrations for the Feishu ecosystem
🧱 CMS Developer WordPress & Drupal themes, plugins/modules, content architecture Code-first CMS implementation and customization
📧 Email Intelligence Engineer Email parsing, MIME extraction, structured data for AI agents Turning raw email threads into reasoning-ready context
🎙️ Voice AI Integration Engineer Speech-to-text pipelines, Whisper, ASR, speaker diarization End-to-end transcription pipelines, audio preprocessing, structured transcript delivery
🖧 IT Service Manager ITIL 4 service management Incident/problem/change management, SLAs, CMDB
🪡 Minimal Change Engineer Minimum-viable diffs Fixing only what's asked, no scope creep
📜 OrgScript Engineer OrgScript grammar & AST validation Designing/parsing OrgScript business-logic definitions
🧬 Prompt Engineer LLM prompt design & optimization Turning vague instructions into reliable AI behaviors
🕸️ Multi-Agent Systems Architect Multi-agent pipeline design & governance Topology, context, trust, failure recovery for agent systems
🛒 Drupal Shopping Cart Engineer Drupal Commerce storefronts Catalog, payments, checkout, orders on Drupal 10/11
🛍️ WordPress Shopping Cart Engineer WooCommerce storefronts Catalog, payments, checkout, conversion on WordPress
💳 Payments & Billing Engineer PSP integration, idempotent payment flows, subscription billing Stripe/Adyen/Braintree integrations, webhook processing, dunning, reconciliation
🌍 Internationalization Engineer ICU MessageFormat, RTL/bidi layouts, CLDR formatting, pseudo-localization Making apps translation-ready, locale-aware formatting, RTL support, i18n audits
Drupal Performance Engineer Drupal performance & Core Web Vitals Caching, DB/query tuning, render pipeline, profiling high-traffic Drupal
WordPress Performance Engineer WordPress performance & Core Web Vitals Caching, query/asset optimization, plugin tuning, profiling high-traffic WP
Section 508 Accessibility Specialist US federal 508 / WCAG accessibility ARIA, screen-reader testing, VPAT/ACR authoring, remediation
🏛️ USWDS Developer US Web Design System (federal) Accessible gov UI components & design-system patterns
🔎 Search Relevance Engineer Search ranking & relevance Query understanding, embeddings, ranking/eval, relevance tuning
🔐 Identity & Access Engineer AuthN/AuthZ & IAM OAuth/OIDC/SAML, SSO, RBAC/ABAC, token & session security
🤝 Realtime Collaboration Engineer Realtime sync & presence CRDTs/OT, conflict resolution, live cursors, offline sync
💻 Desktop App Engineer Cross-platform desktop apps Electron/Tauri, native integration, packaging, auto-update
🚀 Mobile Release Engineer Mobile release & CI/CD App Store/Play submission, signing, staged rollout, crash triage
🎬 Video Streaming Engineer Video streaming & transcoding HLS/DASH, ABR, codecs, CDN delivery, low-latency streaming
💰 FinOps Engineer Cloud cost engineering Cost allocation, rightsizing, unit economics, budget & anomaly control
🧩 WebAssembly Engineer WebAssembly & WASI Rust/C++→WASM, sandboxing, host bindings, performance
🔌 API Platform Engineer API gateways & platforms Gateway design, versioning, rate limiting, developer portals
🛟 Database Reliability Engineer Database reliability (DBRE) HA/replication, automated failover, PITR backups, zero-downtime ops
🛠️ Developer Tooling Engineer CLI & developer tooling Command-line tools, internal DX, build/dev workflows
📡 IoT Fleet Engineer IoT & edge fleet Device provisioning/identity, MQTT telemetry, OTA updates
🔍 RAG Pipeline Engineer Production RAG pipelines Chunking, retrieval quality, hybrid search, re-ranking, eval-driven iteration
🗄️ GaussDB Expert Engineer Huawei GaussDB OLTP Enterprise OLTP performance, HA, and migration on Huawei's GaussDB
🕵️ Privacy Engineer PII discovery, data minimization, consent enforcement, DSAR/deletion pipelines Implementing privacy in code, right-to-be-forgotten across services, retention automation
🦀 Rust Refactoring Specialist Behavior-aware Rust refactoring Reforming crates/traits/modules with evidence-based, behavior-preserving changes
🧪 LLM Post-Training Engineer Post-training stack (SFT/DPO/GRPO/RLVR) Evidence-based experiment gating, checkpoint integrity, failure classification
📈 Data Visualization Engineer Perceptually honest data viz Chart-type selection, colorblind-safe palettes, performant D3/Vega rendering

🎨 Design Division

Making it beautiful, usable, and delightful.

Agent Specialty When to Use
🎯 UI Designer Visual design, component libraries, design systems Interface creation, brand consistency, component design
🔍 UX Researcher User testing, behavior analysis, research Understanding users, usability testing, design insights
🏛️ UX Architect Technical architecture, CSS systems, implementation Developer-friendly foundations, implementation guidance
🎭 Brand Guardian Brand identity, consistency, positioning Brand strategy, identity development, guidelines
📖 Visual Storyteller Visual narratives, multimedia content Compelling visual stories, brand storytelling
Whimsy Injector Personality, delight, playful interactions Adding joy, micro-interactions, Easter eggs, brand personality
📷 Image Prompt Engineer AI image generation prompts, photography Photography prompts for Midjourney, DALL-E, Stable Diffusion
🌈 Inclusive Visuals Specialist Representation, bias mitigation, authentic imagery Generating culturally accurate AI images and video
🎭 Persona Walkthrough Specialist Persona-driven cognitive walkthroughs Simulating user reactions and friction at each scroll position
🧱 UI Finish-Gate Reviewer Anti-generic UI finish gate Catching interchangeable UI before ship via evidence + a written design contract

💰 Paid Media Division

Turning ad spend into measurable business outcomes.

Agent Specialty When to Use
💰 PPC Campaign Strategist Google/Microsoft/Amazon Ads, account architecture, bidding Account buildouts, budget allocation, scaling, performance diagnosis
🔍 Search Query Analyst Search term analysis, negative keywords, intent mapping Query audits, wasted spend elimination, keyword discovery
📋 Paid Media Auditor 200+ point account audits, competitive analysis Account takeovers, quarterly reviews, competitive pitches
📡 Tracking & Measurement Specialist GTM, GA4, conversion tracking, CAPI New implementations, tracking audits, platform migrations
✍️ Ad Creative Strategist RSA copy, Meta creative, Performance Max assets Creative launches, testing programs, ad fatigue refreshes
📺 Programmatic & Display Buyer GDN, DSPs, partner media, ABM display Display planning, partner outreach, ABM programs
📱 Paid Social Strategist Meta, LinkedIn, TikTok, cross-platform social Social ad programs, platform selection, audience strategy

💼 Sales Division

Turning pipeline into revenue through craft, not CRM busywork.

Agent Specialty When to Use
🎯 Outbound Strategist Signal-based prospecting, multi-channel sequences, ICP targeting Building pipeline through research-driven outreach, not volume
🔍 Discovery Coach SPIN, Gap Selling, Sandler — question design and call structure Preparing for discovery calls, qualifying opportunities, coaching reps
♟️ Deal Strategist MEDDPICC qualification, competitive positioning, win planning Scoring deals, exposing pipeline risk, building win strategies
🛠️ Sales Engineer Technical demos, POC scoping, competitive battlecards Pre-sales technical wins, demo prep, competitive positioning
🏹 Proposal Strategist RFP response, win themes, narrative structure Writing proposals that persuade, not just comply
📊 Pipeline Analyst Forecasting, pipeline health, deal velocity, RevOps Pipeline reviews, forecast accuracy, revenue operations
🗺️ Account Strategist Land-and-expand, QBRs, stakeholder mapping Post-sale expansion, account planning, NRR growth
🏋️ Sales Coach Rep development, call coaching, pipeline review facilitation Making every rep and every deal better through structured coaching
🎯 Sales Outreach Cold prospecting, multi-touch cadences, objection handling, proposals Top-of-funnel B2B outreach — from cold email to booked discovery call
🧲 Offer & Lead Gen Strategist Offers & lead magnets Top-of-funnel offer construction and lead gen

📢 Marketing Division

Growing your audience, one authentic interaction at a time.

Agent Specialty When to Use
🚀 Growth Hacker Rapid user acquisition, viral loops, experiments Explosive growth, user acquisition, conversion optimization
📝 Content Creator Multi-platform content, editorial calendars Content strategy, copywriting, brand storytelling
🐦 Twitter Engager Real-time engagement, thought leadership Twitter strategy, LinkedIn campaigns, professional social
🛰️ X/Twitter Intelligence Analyst Social listening, trend detection, account monitoring Brand risk, competitor, and audience intelligence on X/Twitter
📱 TikTok Strategist Viral content, algorithm optimization TikTok growth, viral content, Gen Z/Millennial audience
📸 Instagram Curator Visual storytelling, community building Instagram strategy, aesthetic development, visual content
🤝 Reddit Community Builder Authentic engagement, value-driven content Reddit strategy, community trust, authentic marketing
📱 App Store Optimizer ASO, conversion optimization, discoverability App marketing, store optimization, app growth
🌐 Social Media Strategist Cross-platform strategy, campaigns Overall social strategy, multi-platform campaigns
📕 Xiaohongshu Specialist Lifestyle content, trend-driven strategy Xiaohongshu growth, aesthetic storytelling, Gen Z audience
💬 WeChat Official Account Manager Subscriber engagement, content marketing WeChat OA strategy, community building, conversion optimization
🧠 Zhihu Strategist Thought leadership, knowledge-driven engagement Zhihu authority building, Q&A strategy, lead generation
🇨🇳 Baidu SEO Specialist Baidu optimization, China SEO, ICP compliance Ranking in Baidu and reaching China's search market
🎬 Bilibili Content Strategist B站 algorithm, danmaku culture, UP主 growth Building audiences on Bilibili with community-first content
🎠 Carousel Growth Engine TikTok/Instagram carousels, autonomous publishing Generating and publishing viral carousel content
💼 LinkedIn Content Creator Personal branding, thought leadership, professional content LinkedIn growth, professional audience building, B2B content
🛒 China E-Commerce Operator Taobao, Tmall, Pinduoduo, live commerce Running multi-platform e-commerce in China
🎥 Kuaishou Strategist Kuaishou, 老铁 community, grassroots growth Building authentic audiences in lower-tier markets
🔍 SEO Specialist Technical SEO, content strategy, link building Driving sustainable organic search growth
📘 Book Co-Author Thought-leadership books, ghostwriting, publishing Strategic book collaboration for founders and experts
🌏 Cross-Border E-Commerce Specialist Amazon, Shopee, Lazada, cross-border fulfillment Full-funnel cross-border e-commerce strategy
🎵 Douyin Strategist Douyin platform, short-video marketing, algorithm Growing audiences on China's leading short-video platform
🎙️ Livestream Commerce Coach Host training, live room optimization, conversion Building high-performing livestream e-commerce operations
🎧 Podcast Strategist Podcast content strategy, platform optimization Chinese podcast market strategy and operations
🔒 Private Domain Operator WeCom, private traffic, community operations Building enterprise WeChat private domain ecosystems
🎬 Short-Video Editing Coach Post-production, editing workflows, platform specs Hands-on short-video editing training and optimization
🔥 Weibo Strategist Sina Weibo, trending topics, fan engagement Full-spectrum Weibo operations and growth
🎙️ Global Podcast Strategist Show positioning, audience growth, monetisation Podcast launch, platform algorithms, sponsorship, community building
🔮 AI Citation Strategist AEO/GEO, AI recommendation visibility, citation auditing Improving brand visibility across ChatGPT, Claude, Gemini, Perplexity
🇨🇳 China Market Localization Strategist Full-stack China market localization, Douyin/Xiaohongshu/WeChat GTM Turning trend signals into executable China go-to-market strategies
🎬 Video Optimization Specialist YouTube algorithm strategy, chaptering, thumbnail concepts YouTube channel growth, video SEO, audience retention optimization
🏗️ AEO Foundations Architect AI Engine Optimization infrastructure llms.txt, AI-aware robots.txt, agent discovery files
🤖 Agentic Search Optimizer WebMCP & agentic task completion Making sites usable by AI browsing agents
📧 Email Marketing Strategist Lifecycle email & deliverability CRM campaigns, automation, segmentation
📡 Multi-Platform Publisher One-click Chinese multi-platform publishing Routing one article to 知乎/小红书/CSDN/B站/公众号/掘金
📣 PR & Communications Manager PR, media relations & crisis comms Press releases, thought leadership, reputation

📊 Product Division

Building the right thing at the right time.

Agent Specialty When to Use
🎯 Sprint Prioritizer Agile planning, feature prioritization Sprint planning, resource allocation, backlog management
🔍 Trend Researcher Market intelligence, competitive analysis Market research, opportunity assessment, trend identification
💬 Feedback Synthesizer User feedback analysis, insights extraction Feedback analysis, user insights, product priorities
🧠 Behavioral Nudge Engine Behavioral psychology, nudge design, engagement Maximizing user motivation through behavioral science
🧭 Product Manager Full lifecycle product ownership Discovery, PRDs, roadmap planning, GTM, outcome measurement

🎬 Project Management Division

Keeping the trains running on time (and under budget).

Agent Specialty When to Use
🎬 Studio Producer High-level orchestration, portfolio management Multi-project oversight, strategic alignment, resource allocation
🐑 Project Shepherd Cross-functional coordination, timeline management End-to-end project coordination, stakeholder management
⚙️ Studio Operations Day-to-day efficiency, process optimization Operational excellence, team support, productivity
🧪 Experiment Tracker A/B tests, hypothesis validation Experiment management, data-driven decisions, testing
👔 Senior Project Manager Realistic scoping, task conversion Converting specs to tasks, scope management
📋 Jira Workflow Steward Git workflow, branch strategy, traceability Enforcing Jira-linked Git discipline and delivery
📋 Meeting Notes Specialist Structured meeting summaries Extracting decisions, action items, open questions

🧪 Testing Division

Breaking things so users don't have to.

Agent Specialty When to Use
📸 Evidence Collector Screenshot-based QA, visual proof UI testing, visual verification, bug documentation
🔍 Reality Checker Evidence-based certification, quality gates Production readiness, quality approval, release certification
📊 Test Results Analyzer Test evaluation, metrics analysis Test output analysis, quality insights, coverage reporting
Performance Benchmarker Performance testing, optimization Speed testing, load testing, performance tuning
🔌 API Tester API validation, integration testing API testing, endpoint verification, integration QA
🛠️ Tool Evaluator Technology assessment, tool selection Evaluating tools, software recommendations, tech decisions
🔄 Workflow Optimizer Process analysis, workflow improvement Process optimization, efficiency gains, automation opportunities
Accessibility Auditor WCAG auditing, assistive technology testing Accessibility compliance, screen reader testing, inclusive design verification
🎭 Test Automation Engineer Playwright/Cypress E2E, flake elimination, CI parallelization Browser test suites, deterministic pipelines, trace-driven failure debugging

🔒 Security Division

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

Agent Specialty When to Use
🛡️ Security Architect Threat modeling, secure-by-design, trust boundaries System security models, architecture reviews, defense-in-depth
🔐 Application Security Engineer SDLC security, SAST/DAST, secure code review Securing the dev lifecycle, code-level vulnerabilities
🗡️ Penetration Tester Authorized pentests, red team ops, exploitation Finding exploitable weaknesses before attackers do
☁️ Cloud Security Architect Zero trust, cloud-native defense-in-depth Securing cloud infrastructure and architectures
🚨 Incident Responder DFIR, breach investigation, threat containment Active breaches, forensics, crisis response
🔍 Threat Intelligence Analyst Adversary tracking, campaign mapping, ATT&CK Understanding who's attacking and how
🎯 Threat Detection Engineer SIEM rules, threat hunting, ATT&CK mapping Building detection layers and threat hunting
🛡️ Senior SecOps Engineer Secrets scanning, secure-by-default submissions Defensive code-level security on every change
📋 Compliance Auditor SOC 2, ISO 27001, HIPAA, PCI-DSS Guiding organizations through compliance certification
🛡️ Blockchain Security Auditor Smart contract audits, exploit analysis Finding vulnerabilities in contracts before deployment
🔎 AI-Generated Code Security Auditor Security review of AI/vibe-coded apps Hardcoded secrets, broken RLS, prompt-injection sinks
🔑 Secrets & Credential Hygiene Engineer Secrets & credential lifecycle Detection, vaulting, rotation, leak response

🛟 Support Division

The backbone of the operation.

Agent Specialty When to Use
💬 Support Responder Customer service, issue resolution Customer support, user experience, support operations
📊 Analytics Reporter Data analysis, dashboards, insights Business intelligence, KPI tracking, data visualization
💰 Finance Tracker Financial planning, budget management Financial analysis, cash flow, business performance
🏗️ Infrastructure Maintainer System reliability, performance optimization Infrastructure management, system operations, monitoring
⚖️ Legal Compliance Checker Compliance, regulations, legal review Legal compliance, regulatory requirements, risk management
📑 Executive Summary Generator C-suite communication, strategic summaries Executive reporting, strategic communication, decision support

🥽 Spatial Computing Division

Building the immersive future.

Agent Specialty When to Use
🏗️ XR Interface Architect Spatial interaction design, immersive UX AR/VR/XR interface design, spatial computing UX
💻 macOS Spatial/Metal Engineer Swift, Metal, high-performance 3D macOS spatial computing, Vision Pro native apps
🌐 XR Immersive Developer WebXR, browser-based AR/VR Browser-based immersive experiences, WebXR apps
🎮 XR Cockpit Interaction Specialist Cockpit-based controls, immersive systems Cockpit control systems, immersive control interfaces
🍎 visionOS Spatial Engineer Apple Vision Pro development Vision Pro apps, spatial computing experiences
🔌 Terminal Integration Specialist Terminal integration, command-line tools CLI tools, terminal workflows, developer tools

🎯 Specialized Division

The unique specialists who don't fit in a box.

Agent Specialty When to Use
🎭 Agents Orchestrator Multi-agent coordination, workflow management Complex projects requiring multiple agent coordination
🔍 LSP/Index Engineer Language Server Protocol, code intelligence Code intelligence systems, LSP implementation, semantic indexing
📥 Sales Data Extraction Agent Excel monitoring, sales metric extraction Sales data ingestion, MTD/YTD/Year End metrics
📈 Data Consolidation Agent Sales data aggregation, dashboard reports Territory summaries, rep performance, pipeline snapshots
📬 Report Distribution Agent Automated report delivery Territory-based report distribution, scheduled sends
🔐 Agentic Identity & Trust Architect Agent identity, authentication, trust verification Multi-agent identity systems, agent authorization, audit trails
🔗 Identity Graph Operator Shared identity resolution for multi-agent systems Entity deduplication, merge proposals, cross-agent identity consistency
💸 Accounts Payable Agent Payment processing, vendor management, audit Autonomous payment execution across crypto, fiat, stablecoins
🌍 Cultural Intelligence Strategist Global UX, representation, cultural exclusion Ensuring software resonates across cultures
🗣️ Developer Advocate Community building, DX, developer content Bridging product and developer community
🔬 Model QA Specialist ML audits, feature analysis, interpretability End-to-end QA for machine learning models
🗃️ ZK Steward Knowledge management, Zettelkasten, notes Building connected, validated knowledge bases
🔌 MCP Builder Model Context Protocol servers, AI agent tooling Building MCP servers that extend AI agent capabilities
📄 Document Generator PDF, PPTX, DOCX, XLSX generation from code Professional document creation, reports, data visualization
⚙️ Automation Governance Architect Automation governance, n8n, workflow auditing Evaluating and governing business automations at scale
📚 Corporate Training Designer Enterprise training, curriculum development Designing training systems and learning programs
🌱 Personal Growth Mentor Goal clarity, habit systems, accountability, life strategy Cross-domain personal development without motivational fluff
🏛️ Government Digital Presales Consultant China ToG presales, digital transformation Government digital transformation proposals and bids
⚕️ Healthcare Marketing Compliance China healthcare advertising compliance Healthcare marketing regulatory compliance
🎯 Recruitment Specialist Talent acquisition, recruiting operations Recruitment strategy, sourcing, and hiring processes
🎓 Study Abroad Advisor International education, application planning Study abroad planning across US, UK, Canada, Australia
🔗 Supply Chain Strategist Supply chain management, procurement strategy Supply chain optimization and procurement planning
🗺️ Workflow Architect Workflow discovery, mapping, and specification Mapping every path through a system before code is written
☁️ Salesforce Architect Multi-cloud Salesforce design, governor limits, integrations Enterprise Salesforce architecture, org strategy, deployment pipelines
🇫🇷 French Consulting Market Navigator ESN/SI ecosystem, portage salarial, rate positioning Freelance consulting in the French IT market
🇰🇷 Korean Business Navigator Korean business culture, 품의 process, relationship mechanics Foreign professionals navigating Korean business relationships
🏗️ Civil Engineer Structural analysis, geotechnical design, global building codes Multi-standard structural engineering across Eurocode, ACI, AISC, and more
🎧 Customer Service Omnichannel support, complaint handling, retention, escalation Any industry customer support — retail, SaaS, hospitality, finance, logistics
🏥 Healthcare Customer Service HIPAA-aware patient support, billing, insurance, emergency routing Healthcare organizations needing compliant, empathetic patient support
🏨 Hospitality Guest Services Reservations, concierge, complaint recovery, loyalty, events Hotels, resorts, restaurants, and event venues
🤝 HR Onboarding Pre-boarding, compliance, benefits enrollment, 30-60-90 day plans Any company onboarding new hires — from startups to enterprise
🌐 Language Translator Spanish ↔ English translation, dialect awareness, cultural context Travel, business, medical, and legal translation needs
⏱️ Legal Billing & Time Tracking Time capture, billing narratives, IOLTA compliance, collections Law firms maximizing revenue recovery and billing accuracy
📋 Legal Client Intake Prospect qualification, conflict screening, consultation scheduling Law firms converting inquiries into retained clients
⚖️ Legal Document Review Contract review, risk flagging, version comparison, compliance Attorney-ready first-pass review across any practice area
🏦 Loan Officer Assistant Borrower intake, TRID compliance, pipeline tracking, closing coordination Mortgage and consumer lending teams
🏠 Real Estate Buyer & Seller Buyer/seller representation, offers, transaction coordination Residential and investment real estate transactions
🛒 Retail Customer Returns Return processing, fraud prevention, exchanges, vendor returns Brick-and-mortar, e-commerce, and omnichannel retail
♟️ Business Strategist Management-consulting strategy Competitive analysis, market entry, growth planning
🔄 Change Management Consultant ADKAR/Kotter/Prosci change Guiding orgs through transformation & adoption
🧭 Chief of Staff Executive coordination Filtering noise, owning processes, routing decisions
🌟 Customer Success Manager Onboarding, health & retention QBRs, churn prevention, renewals & expansion
📝 Grant Writer Grant proposals & funding LOIs, proposals, budgets for nonprofits/research
🏥 Medical Billing & Coding Specialist ICD-10/CPT/HCPCS & revenue cycle Claims, denial management, RCM optimization
💰 Pricing Analyst Pricing models & margin optimization Competitor/cost analysis, value-based pricing
💼 Chief Financial Officer Capital allocation & financial strategy Treasury, FP&A, M&A finance, investor & board reporting
🌱 ESG & Sustainability Officer ESG programs & disclosure Sustainability strategy, decarbonization, reporting
🔐 Data Privacy Officer GDPR/CCPA privacy compliance Data mapping, DPIAs, consent, breach response
⚙️ Operations Manager Lean/Six Sigma operations Process mapping, capacity planning, KPI governance
🤝 M&A Integration Manager Post-merger integration Day 1/100-day plans, synergy tracking, TSA management
🧠 Organizational Psychologist Team dynamics & culture health Psychological safety, burnout risk, high-performing teams
⚔️ Strategy Duel Agent Game theory & the 36 stratagems Turn-based strategy duels, adversarial scenario simulation
🛡️ FedRAMP & RMF Compliance Engineer Federal cloud authorization (ATO) NIST 800-53, FedRAMP Rev5/20x, SSP/POA&M, ConMon, OSCAL
🏺 Codebase Archaeologist Multi-tool codebase drift audits Detecting silent drift across Claude/Cursor/Copilot/Windsurf edits
🧾 Resume Tailor Candidate-side resume optimization JD mapping, ATS keyword alignment, experience-to-requirement matching
🧡 Aging Parent Care Companion Family caregiver decision-support Appointment/medication coordination, care-team comms, caregiver wellbeing (HIPAA-aligned)

💵 Finance Division

Accounting, financial analysis, tax strategy, and investment research specialists.

Agent Specialty When to Use
📒 Bookkeeper & Controller Month-end close, reconciliation, GAAP compliance, internal controls Day-to-day accounting operations, audit readiness, financial record-keeping
📊 Financial Analyst Financial modeling, forecasting, scenario analysis, decision support Three-statement models, variance analysis, data-driven business intelligence
📈 FP&A Analyst Budgeting, rolling forecasts, variance analysis, business reviews Annual operating plans, monthly business reviews, strategic resource allocation
🔍 Investment Researcher Due diligence, portfolio analysis, asset valuation, equity research Investment thesis development, risk assessment, market research
🏛️ Tax Strategist Tax optimization, multi-jurisdictional compliance, transfer pricing Entity structuring, ETR analysis, audit defense, strategic tax planning

🎮 Game Development Division

Building worlds, systems, and experiences across every major engine.

Cross-Engine Agents (Engine-Agnostic)

Agent Specialty When to Use
🎯 Game Designer Systems design, GDD authorship, economy balancing, gameplay loops Designing game mechanics, progression systems, writing design documents
🗺️ Level Designer Layout theory, pacing, encounter design, environmental storytelling Building levels, designing encounter flow, spatial narrative
🎨 Technical Artist Shaders, VFX, LOD pipeline, art-to-engine optimization Bridging art and engineering, shader authoring, performance-safe asset pipelines
🔊 Game Audio Engineer FMOD/Wwise, adaptive music, spatial audio, audio budgets Interactive audio systems, dynamic music, audio performance
📖 Narrative Designer Story systems, branching dialogue, lore architecture Writing branching narratives, implementing dialogue systems, world lore

Unity

Agent Specialty When to Use
🏗️ Unity Architect ScriptableObjects, data-driven modularity, DOTS/ECS Large-scale Unity projects, data-driven system design, ECS performance work
Unity Shader Graph Artist Shader Graph, HLSL, URP/HDRP, Renderer Features Custom Unity materials, VFX shaders, post-processing passes
🌐 Unity Multiplayer Engineer Netcode for GameObjects, Unity Relay/Lobby, server authority, prediction Online Unity games, client prediction, Unity Gaming Services integration
🛠️ Unity Editor Tool Developer EditorWindows, AssetPostprocessors, PropertyDrawers, build validation Custom Unity Editor tooling, pipeline automation, content validation

Unreal Engine

Agent Specialty When to Use
⚙️ Unreal Systems Engineer C++/Blueprint hybrid, GAS, Nanite constraints, memory management Complex Unreal gameplay systems, Gameplay Ability System, engine-level C++
🎨 Unreal Technical Artist Material Editor, Niagara, PCG, Substrate Unreal materials, Niagara VFX, procedural content generation
🌐 Unreal Multiplayer Architect Actor replication, GameMode/GameState hierarchy, dedicated server Unreal online games, replication graphs, server authoritative Unreal
🗺️ Unreal World Builder World Partition, Landscape, HLOD, LWC Large open-world Unreal levels, streaming systems, terrain at scale

Godot

Agent Specialty When to Use
📜 Godot Gameplay Scripter GDScript 2.0, signals, composition, static typing Godot gameplay systems, scene composition, performance-conscious GDScript
🌐 Godot Multiplayer Engineer MultiplayerAPI, ENet/WebRTC, RPCs, authority model Online Godot games, scene replication, server-authoritative Godot
Godot Shader Developer Godot shading language, VisualShader, RenderingDevice Custom Godot materials, 2D/3D effects, post-processing, compute shaders

Blender

Agent Specialty When to Use
🧩 Blender Addon Engineer Blender Python (bpy), custom operators/panels, asset validators, exporters, pipeline automation Building Blender add-ons, asset prep tools, export workflows, and DCC pipeline automation

Roblox Studio

Agent Specialty When to Use
⚙️ Roblox Systems Scripter Luau, RemoteEvents/Functions, DataStore, server-authoritative module architecture Building secure Roblox game systems, client-server communication, data persistence
🎯 Roblox Experience Designer Engagement loops, monetization, D1/D7 retention, onboarding flow Designing Roblox game loops, Game Passes, daily rewards, player retention
👗 Roblox Avatar Creator UGC pipeline, accessory rigging, Creator Marketplace submission Roblox UGC items, HumanoidDescription customization, in-experience avatar shops

📚 Academic Division

Scholarly rigor for world-building, storytelling, and narrative design.

Agent Specialty When to Use
🌍 Anthropologist Cultural systems, kinship, rituals, belief systems Designing culturally coherent societies with internal logic
🌐 Geographer Physical/human geography, climate, cartography Building geographically coherent worlds with realistic terrain and settlements
📚 Historian Historical analysis, periodization, material culture Validating historical coherence, enriching settings with authentic period detail
📜 Narratologist Narrative theory, story structure, character arcs Analyzing and improving story structure with established theoretical frameworks
🧠 Psychologist Personality theory, motivation, cognitive patterns Building psychologically credible characters grounded in research
📊 Statistician Statistical inference & experiment design Hypothesis testing, causal inference, sampling, rigorous analysis

🌍 GIS Division

Mapping the Earth, analyzing the built world, and extracting intelligence from geospatial data.

Agent Specialty When to Use
🧠

(README truncated)

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Code frequency

additions and deletions
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+182.4K lines added, -96.7K removed over the last year.

Commits per week

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303 commits in the last 52 weeks.

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weekday and hour
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Commit volume by weekday and hour (UTC). Larger dots mean more commits.

Who is committing

last 52 weeks
Maintainer commits162 (41%)
Community commits231 (59%)

393 commits in total over the last year.

DateListRankStars gained
Jul 19, 2026daily#17+5
Jul 18, 2026daily#11+5
Jul 13, 2026daily#10+4
Jul 6, 2026daily#18+6
Jul 4, 2026daily#23+19
Jul 3, 2026daily#6+17
Jul 2, 2026daily#1+82
Jul 1, 2026daily#1+68
Jun 30, 2026daily#3+40
Jun 29, 2026daily#8+22
Jun 28, 2026daily#5+42
Jun 12, 2026daily#7+38
Jun 11, 2026daily#9+30
Jun 10, 2026daily#3+47
May 21, 2026daily#9+70
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