1Mission Grokcos
In the README's words, The Agency is "a complete AI agency at your fingertips": a growing collection of agent personalities that was "born from a Reddit thread and months of iteration". Each agent is meant to be:
- Specialised: deep expertise in one domain, not a generic prompt template.
- Personality-driven: a distinct voice, communication style and approach.
- Deliverable-focused: real code, processes and measurable outcomes.
- Production-ready: tested workflows and success metrics.
The design philosophy adds two more traits: proven step-by-step workflows, and a "learning memory" section so an agent improves with use. The agents are installed into tools such as Claude Code, Cursor, Codex, Gemini CLI, GitHub Copilot, Windsurf and Aider, through the Agency Agents desktop app or the scripts in scripts/, or read and adapted by hand. Source: README.md.
2Agent roster 283 agents · 18 divisions
Each card shows the agent's name, division, role and a one-line brief. The role is the agent's own Role line from its identity section; where a file has none, its vibe line is used. The brief is the first sentence of its frontmatter description. Names link to the file on GitHub. Divisions and their colours come from divisions.json; strategy docs, examples, integrations and READMEs are not agents and are excluded. Each agent appears once.
Counts by division
| Division | Agents |
|---|---|
| Engineering | 66 |
| Specialized | 59 |
| Marketing | 37 |
| Game Development | 21 |
| GIS | 13 |
| Security | 12 |
| Design | 10 |
| Sales | 9 |
| Testing | 9 |
| Paid Media | 7 |
| Project Management | 7 |
| Academic | 6 |
| Product | 6 |
| Spatial Computing | 6 |
| Support | 6 |
| Finance | 5 |
| Healthcare | 3 |
| Research | 1 |
| Total | 283 |
Showing 283 of 283 agents.
No agent matches. Try a shorter word or choose "All divisions".
Academic 6 folder ↗
Anthropologist
Academic
Role: Cultural anthropologist specializing in social organization, belief systems, and material culture
Expert in cultural systems, rituals, kinship, belief systems, and ethnographic method — builds culturally coherent societies that feel lived-in rather than invented
Geographer
Academic
Role: Physical and human geographer specializing in climate systems, geomorphology, resource distribution, and spatial analysis
Expert in physical and human geography, climate systems, cartography, and spatial analysis — builds geographically coherent worlds where terrain, climate, resources, and settlement patterns make scientific sense
Historian
Academic
Role: Research historian with expertise across periods from antiquity to the modern era
Expert in historical analysis, periodization, material culture, and historiography — validates historical coherence and enriches settings with authentic period detail grounded in primary and secondary sources
Narratologist
Academic
Role: Senior narrative theorist and story structure analyst
Expert in narrative theory, story structure, character arcs, and literary analysis — grounds advice in established frameworks from Propp to Campbell to modern narratology
Psychologist
Academic
Role: Clinical and research psychologist specializing in personality, motivation, trauma, and group dynamics
Expert in human behavior, personality theory, motivation, and cognitive patterns — builds psychologically credible characters and interactions grounded in clinical and research frameworks
Statistician
Academic
Role: Research methodologist and applied statistician specializing in study design, causal inference, and honest interpretation of quantitative evidence
Expert in quantitative research methodology, experimental design, and statistical inference — pressure-tests claims, designs sound studies, and separates real signal from noise, chance, and bias
Design 10 folder ↗
Brand Guardian
Design
Role: Brand strategy and identity guardian specialist
Expert brand strategist and guardian specializing in brand identity development, consistency maintenance, and strategic brand positioning
Image Prompt Engineer
Design
Role: Photography prompt engineering specialist for AI image generation
Expert photography prompt engineer specializing in crafting detailed, evocative prompts for AI image generation.
Inclusive Visuals Specialist
Design
Role: You are a rigorous prompt engineer specializing exclusively in authentic human representation. Your domain is defeating the systemic stereotypes embedded in foundational…
Representation expert who defeats systemic AI biases to generate culturally accurate, affirming, and non-stereotypical images and video.
Persona Walkthrough Specialist
Design
Role: I become your user so you can see what your analytics can't show you.
Simulate cognitive walkthroughs of web pages from a defined persona's psychological perspective — captures emotional reactions and rational thought at each scroll position, then delivers structured CRO reports grounded in LIFT, Cialdini…
UI Designer
Design
Role: Visual design systems and interface creation specialist
Expert UI designer specializing in visual design systems, component libraries, and pixel-perfect interface creation.
UI Finish-Gate Reviewer
Design
Role: Product-specific interface critic and pre-ship finish-gate owner
Product-interface reviewer who catches generic, interchangeable UI before it ships by grounding critique in real product evidence, a written design contract, and a hard implementation finish gate.
UX Architect
Design
Role: Technical architecture and UX foundation specialist
Technical architecture and UX specialist who provides developers with solid foundations, CSS systems, and clear implementation guidance
UX Researcher
Design
Role: User behavior analysis and research methodology specialist
Expert user experience researcher specializing in user behavior analysis, usability testing, and data-driven design insights.
Visual Storyteller
Design
Role: Visual communication and storytelling specialist
Expert visual communication specialist focused on creating compelling visual narratives, multimedia content, and brand storytelling through design.
Whimsy Injector
Design
Role: Brand personality and delightful interaction specialist
Expert creative specialist focused on adding personality, delight, and playful elements to brand experiences.
Engineering 66 folder ↗
AI Data Remediation Engineer
Engineering
Role: AI Data Remediation Specialist
Specialist in self-healing data pipelines — uses air-gapped local SLMs and semantic clustering to automatically detect, classify, and fix data anomalies at scale.
AI Engineer
Engineering
Role: AI/ML engineer and intelligent systems architect
Expert AI/ML engineer specializing in machine learning model development, deployment, and integration into production systems.
API Platform Engineer
Engineering
Role: API platform and developer-experience engineer for public, partner, and internal-platform APIs
Expert API platform engineer for public and partner APIs — contract-first design (OpenAPI/gRPC), versioning and deprecation policy, SDK generation, API gateway concerns (auth, rate limiting, quotas), and developer-portal DX.
ATS Validator Architect
Engineering
Role: ATS compliance auditor, parser diagnostic specialist, information retrieval (IR) relevance architect, and document layout linearization engineer.
Architect and validator for Applicant Tracking Systems (ATS) and resume parsers.
Autonomous Optimization Architect
Engineering
Role: You are the governor of self-improving software. Your mandate is to enable autonomous system evolution (finding faster, cheaper, smarter ways to execute tasks) while…
Intelligent system governor that continuously shadow-tests APIs for performance while enforcing strict financial and security guardrails against runaway costs.
Backend Architect
Engineering
Role: System architecture and server-side development specialist
Senior backend architect specializing in scalable system design, database architecture, API development, and cloud infrastructure.
China Network Engineer
Engineering
Role: Network engineering specialist for Huawei, H3C, Ruijie, and Hillstone environments — routing, switching, firewalling, NAT, SD-WAN edge, and compliance-driven security…
Expert in mainland China's mainstream enterprise networking stacks — Huawei VRP, H3C Comware, Ruijie RGOS, and Hillstone StoneOS — covering routing, switching, firewalling, NAT, and MLPS 2.0 (等保) compliant border design for domestic…
CMS Developer
Engineering
Role:
Drupal and WordPress specialist for theme development, custom plugins/modules, content architecture, and code-first CMS implementation
Code Reviewer
Engineering
Role: Code review and quality assurance specialist
Expert code reviewer who provides constructive, actionable feedback focused on correctness, maintainability, security, and performance — not style preferences.
Codebase Onboarding Engineer
Engineering
Role: Repository exploration, execution tracing, and developer onboarding specialist
Expert developer onboarding specialist who helps new engineers understand unfamiliar codebases fast by reading source code, tracing code paths, and stating only facts grounded in the code.
Data Engineer
Engineering
Role: Data pipeline architect and data platform engineer
Expert data engineer specializing in building reliable data pipelines, lakehouse architectures, and scalable data infrastructure.
Data Visualization Engineer
Engineering
Role: Data visualization and charting specialist — encoding design, perceptual accuracy, and performant, accessible chart implementation
Expert data visualization engineer — chart-type selection by data and question, perceptually honest encodings, colorblind-safe data palettes, accessible and interactive charts, and rendering large datasets performantly with D3, Vega, and…
Database Optimizer
Engineering
Role: Indexes, query plans, and schema design — databases that don't wake you at 3am.
Expert database specialist focusing on schema design, query optimization, indexing strategies, and performance tuning for PostgreSQL, MySQL, and modern databases like Supabase and PlanetScale.
Database Reliability Engineer
Engineering
Role: Database reliability and operations specialist — availability, durability, replication, recovery, and safe change for production datastores
Expert database reliability engineer (DBRE) — high availability and replication, automated failover, backup and point-in-time recovery, zero-downtime online schema migrations, connection pooling, and disaster-recovery drills.
Desktop App Engineer
Engineering
Role: Electron and Tauri application specialist covering architecture, security, packaging, distribution, and native OS integration
Expert desktop application engineer for Electron and Tauri — secure IPC and process isolation, code signing and notarization, auto-update pipelines, native OS integration, and resource-footprint discipline.
Developer Tooling Engineer
Engineering
Role: Developer-experience and command-line tooling specialist — CLIs, internal dev platforms, and the automation glue engineers depend on
Expert developer-tooling and CLI engineer — building command-line tools and internal developer platforms with great DX: intuitive command design, helpful errors, shell completions, fast startup, cross-platform distribution, and scriptable…
DevOps Automator
Engineering
Role: Infrastructure automation and deployment pipeline specialist
Expert DevOps engineer specializing in infrastructure automation, CI/CD pipeline development, and cloud operations
Drupal Performance Engineer
Engineering
Role: A relentless Drupal performance engineer who treats every slow query, cache miss, and render bottleneck as a personal affront — profiling before guessing, fixing…
Expert Drupal 10/11 performance engineer specializing in Core Web Vitals, render and dynamic page caching, BigPipe, cache tags and contexts, database query and Views optimization, CSS/JS aggregation, responsive images and lazy loading, CDN…
Drupal Shopping Cart Engineer
Engineering
Role: A meticulous Drupal commerce engineer who treats every storefront as a system of record for someone's revenue — building reliable, scalable shopping experiences on…
Expert Drupal e-commerce engineer specializing in Drupal Commerce for product catalog management, payment gateway integration, checkout workflow design, order management, tax and promotion configuration, and high-reliability storefront…
Electrical Engineer
Engineering
Role: Senior electrical engineer with telecom-infrastructure and building-services experience, from greenfield tower sites to data-centre power rooms
Power systems engineer for telecom sites, buildings and infrastructure projects.
Email Intelligence Engineer
Engineering
Role: Turns messy MIME into reasoning-ready context because raw email is noise and your agent deserves signal
Expert in extracting structured, reasoning-ready data from raw email threads for AI agents and automation systems
Embedded Firmware Engineer
Engineering
Role: Design and implement production-grade firmware for resource-constrained embedded systems
Specialist in bare-metal and RTOS firmware - ESP32/ESP-IDF, PlatformIO, Arduino, ARM Cortex-M, STM32 HAL/LL, Nordic nRF5/nRF Connect SDK, FreeRTOS, Zephyr
Feishu Integration Developer
Engineering
Role: Full-stack integration engineer for the Feishu Open Platform
Full-stack integration expert specializing in the Feishu (Lark) Open Platform — proficient in Feishu bots, mini programs, approval workflows, Bitable (multidimensional spreadsheets), interactive message cards, Webhooks, SSO authentication…
Filament Optimization Specialist
Engineering
Role: Structurally redesign Filament resources, forms, tables, and navigation for maximum UX impact
Expert in restructuring and optimizing Filament PHP admin interfaces for maximum usability and efficiency.
FinOps Engineer
Engineering
Role: Cloud financial-operations engineer bridging engineering, finance, and product across AWS, GCP, and Azure
Expert cloud cost engineer for AWS/GCP/Azure — cost allocation and tagging, rightsizing, commitment planning (reserved instances/savings plans), egress and storage optimization, and unit-economics dashboards that tie spend to business…
Frontend Developer
Engineering
Role: Modern web application and UI implementation specialist
Expert frontend developer specializing in modern web technologies, React/Vue/Angular frameworks, UI implementation, and performance optimization
GaussDB Expert Engineer
Engineering
Role: Distribution keys, CN/DN query plans, Ustore engine — GaussDB databases that don't wake you at 3am.
Expert database specialist focusing on GaussDB OLTP — Huawei's self-developed enterprise-grade relational database (NOT GaussDB(DWS) OLAP, NOT GaussDB(for openGauss) cloud service, NOT GaussDB(for MySQL)).
Git Workflow Master
Engineering
Role: Git workflow and version control specialist
Expert in Git workflows, branching strategies, and version control best practices including conventional commits, rebasing, worktrees, and CI-friendly branch management.
Internationalization Engineer
Engineering
Role: Internationalization and localization-engineering specialist for web, mobile, and backend systems
Expert i18n engineer for ICU MessageFormat, CLDR plural rules, RTL and bidirectional layouts, locale-aware date/number/currency formatting, string extraction pipelines, and pseudo-localization testing.
Identity & Access Engineer
Engineering
Role: Authentication, SSO, and authorization systems specialist across consumer login, enterprise identity, and multi-tenant SaaS
Expert identity engineer for OAuth 2.0/OIDC flows, enterprise SSO (SAML/OIDC) and SCIM provisioning, passkeys/WebAuthn, session architecture, and multi-tenant authorization with RBAC/ABAC.
Incident Response Commander
Engineering
Role: Production incident commander, post-mortem facilitator, and on-call process architect
Expert incident commander specializing in production incident management, structured response coordination, post-mortem facilitation, SLO/SLI tracking, and on-call process design for reliable engineering organizations.
IoT Fleet Engineer
Engineering
Role: IoT and edge fleet operations specialist — provisioning, connectivity, OTA, and telemetry across large device fleets
Expert IoT and edge fleet engineer — device provisioning and identity, MQTT/telemetry pipelines, staged over-the-air (OTA) firmware updates with rollback, edge compute, and observability across fleets of unreliable…
IT Service Manager
Engineering
Role: IT exists to serve the business — not the other way around. Every ticket, every SLA, every change window is a promise made to the people who depend on technology to do…
Expert IT service management specialist using ITIL 4 framework for service catalog design, incident and problem management, change control, SLA governance, CMDB maintenance, and continual service improvement — ensuring IT delivers…
Knowledge Graph Engineer
Engineering
Role: Knowledge graph engineer — you structure information into interconnected entity-relationship networks, enabling dynamic context navigation, modular competency chaining…
Structures information and capabilities into interconnected nodes (entities) and edges (relationships) — enabling dynamic context navigation, modular competency chaining, lower token costs, and hallucination reduction.
LLM Post-Training Engineer
Engineering
Role: Evidence-driven owner for post-training experiments and release gates.
Evidence-driven owner for SFT, preference optimization, RLHF/RLVR, MoE post-training, and the release gates that turn a checkpoint into a defensible model change.
Minimal Change Engineer
Engineering
Role: Surgical implementation specialist whose value is measured in lines NOT written
Engineering specialist focused on minimum-viable diffs — fixes only what was asked, refuses scope creep, prefers three similar lines over a premature abstraction.
Mobile App Builder
Engineering
Role: Native and cross-platform mobile application specialist
Specialized mobile application developer with expertise in native iOS/Android development and cross-platform frameworks
Mobile Release Engineer
Engineering
Role: Mobile release, code-signing, and store-distribution specialist for iOS and Android
Expert mobile release and distribution engineer for iOS and Android — code signing, provisioning, fastlane pipelines, App Store Connect and Play Console submission, phased rollouts, and crash-triaged release health.
Multi-Agent Systems Architect
Engineering
Role: Multi-agent systems architect specializing in topology selection, context architecture, failure-mode engineering, trust and permission scoping, human-in-the-loop gating…
Systems architect specializing in the design, coordination, and governance of multi-agent AI pipelines — covering topology selection, context management, inter-agent trust, failure recovery, human-in-the-loop gating, and observability for…
Network Engineer
Engineering
Role: Senior network engineer specializing in enterprise routing, switching, firewall policy, and multi-vendor network operations
Expert network engineer for Cisco IOS/IOS-XE, Cisco ASA/FTD, Juniper Junos, and Palo Alto PAN-OS routing, switching, firewalling, and troubleshooting.
OrgScript Engineer
Engineering
Role: Core Developer and Architect for OrgScript & Process Modeling Specialist
Expert in designing, parsing, and implementing OrgScript grammar, AST validation, and business logic definitions.
Payments & Billing Engineer
Engineering
Role: Payment systems and subscription billing specialist across Stripe, Adyen, Braintree, and PayPal integrations
Expert payments engineer for PSP integrations (Stripe, Adyen, Braintree, PayPal), idempotent payment flows, webhook processing, subscription billing, SCA/3DS, PCI scope reduction, and financial reconciliation.
PDF Engine Architect
Engineering
Role: Deterministic PDF engine architect, Playwright browser context pool designer, document layout linearization governor, and Blink/Skia pipeline auditor.
Architect and specialist in deterministic HTML-to-PDF document compilation, Playwright browser context pools, dynamic Euclidean page sizing, LayoutNG subpixel budgeting, tagged PDF (PDF/UA-1 & PDF/A-2b), and 1:1 sheet canvas editors.
Platform Engineer
Engineering
Role: Internal developer platform engineer, IDP architect, DevEx multiplier
Expert internal developer platform (IDP) engineer specializing in golden paths, paved roads, and self-serve infrastructure that multiplies engineering velocity.
Privacy Engineer
Engineering
Role: Privacy engineering specialist — implementing data protection, consent, and subject-rights controls in production systems (the technical counterpart to a policy-focused…
Expert privacy engineer who implements privacy in code — PII discovery and classification, data minimization, consent enforcement at the API layer, automated DSAR and deletion across services, pseudonymization/tokenization, and retention…
Prompt Engineer
Engineering
Role: Prompt design and LLM behavior specialist
Specialist in crafting, testing, and systematically optimizing prompts for LLMs — turning vague instructions into reliable, production-grade AI behaviors.
RAG Pipeline Engineer
Engineering
Role: RAG architect and retrieval quality engineer
Production RAG specialist focused on chunking strategy, retrieval quality, hybrid search, re-ranking, and eval-driven iteration.
Rapid Prototyper
Engineering
Role: Ultra-fast prototype and MVP development specialist
Specialized in ultra-fast proof-of-concept development and MVP creation using efficient tools and frameworks
Realtime Collaboration Engineer
Engineering
Role: Realtime infrastructure and collaborative-state specialist for web and mobile applications
Expert realtime systems engineer for WebSocket/SSE infrastructure, presence, CRDT and OT-based collaborative editing, offline-first sync engines, and fan-out scaling with reconnect-safe protocols.
Rust Refactoring Specialist
Engineering
Role: Repository-scale Rust refactoring specialist who joins compiler rigor with architectural judgment
Expert Rust engineer for repository-scale refactoring, safe renames, module restructuring, duplication removal, panic hardening, ownership improvements, and compiler or Clippy remediation.
Search Relevance Engineer
Engineering
Role: Search infrastructure and relevance-tuning specialist for Elasticsearch, OpenSearch, and hybrid lexical+vector retrieval systems
Expert search engineer for Elasticsearch and OpenSearch — index and analyzer design, BM25 query tuning, hybrid lexical+vector retrieval, and judgment-based relevance evaluation with nDCG and online experiments.
Section 508 Accessibility Specialist
Engineering
Role: A meticulous accessibility engineer who makes sure every user — regardless of ability — can perceive, navigate, understand, and operate a site, holding the line on the…
Expert U.S.
Senior Developer
Engineering
Role: Implement premium web experiences using Laravel/Livewire/FluxUI
Premium implementation specialist - Masters Laravel/Livewire/FluxUI, advanced CSS, Three.js integration
ServiceNow Developer & Mentor
Engineering
Role: ServiceNow platform developer and mentor — scripting (Business Rules, Script Includes, Client Scripts, ACLs), Flow Designer, GlideRecord/GlideAggregate, instance…
ServiceNow platform developer and step-by-step troubleshooter — Business Rules, Script Includes, GlideRecord/GlideAggregate, Flow Designer, ACLs, and "is this OOTB or did custom break it?" isolation
Software Architect
Engineering
Role: Software architecture and system design specialist
Expert software architect specializing in system design, domain-driven design, architectural patterns, and technical decision-making for scalable, maintainable systems.
Solidity Smart Contract Engineer
Engineering
Role: Senior Solidity developer and smart contract architect for EVM-compatible chains
Expert Solidity developer specializing in EVM smart contract architecture, gas optimization, upgradeable proxy patterns, DeFi protocol development, and security-first contract design across Ethereum and L2 chains.
SRE (Site Reliability Engineer)
Engineering
Role: Site reliability engineering and production systems specialist
Expert site reliability engineer specializing in SLOs, error budgets, observability, chaos engineering, and toil reduction for production systems at scale.
Technical Writer
Engineering
Role: Developer documentation architect and content engineer
Expert technical writer specializing in developer documentation, API references, README files, and tutorials.
Universal Document Compiler
Engineering
Role: Principal Document AST Architect, Typographical Layout Inference Specialist, and Bidirectional Synchronization Engineer.
Architect of schema-agnostic document ASTs, algorithmic data-shape layout inference, bidirectional CST-to-canvas synchronization, and universal paged document publishing.
USWDS Developer
Engineering
Role: A government-focused frontend developer who builds trustworthy, accessible, consistent federal interfaces with the U.S. Web Design System — theming through design tokens…
Expert U.S.
Video Streaming Engineer
Engineering
Role: Video encoding, packaging, and adaptive-streaming delivery specialist
Expert video streaming engineer for adaptive bitrate delivery — HLS/DASH packaging, ffmpeg transcode ladders, CMAF low-latency, DRM, CDN delivery, and QoE-driven player tuning.
Voice AI Integration Engineer
Engineering
Role: Turns raw audio into structured, production-ready text that machines and humans can actually use.
Expert in building end-to-end speech transcription pipelines using Whisper-style models and cloud ASR services — from raw audio ingestion through preprocessing, transcript cleanup, subtitle generation, speaker diarization, and structured…
WebAssembly Engineer
Engineering
Role: WebAssembly and Wasm-runtime specialist across browser (Emscripten/wasm-bindgen) and server-side (WASI, Wasmtime/Wasmer, the component model)
Expert WebAssembly engineer — compiling Rust/C++/Go to Wasm, JS interop and the boundary marshalling cost, WASI and server-side runtimes (Wasmtime/Wasmer), the component model, and near-native performance tuning.
WeChat Mini Program Developer
Engineering
Role: WeChat Mini Program architecture, development, and ecosystem integration specialist
Expert WeChat Mini Program developer specializing in 小程序 development with WXML/WXSS/WXS, WeChat API integration, payment systems, subscription messaging, and the full WeChat ecosystem.
WordPress Performance Engineer
Engineering
Role: A pragmatic WordPress performance engineer who turns sluggish sites into fast, Core-Web-Vitals-passing storefronts through smart caching and query discipline — profiling…
Expert WordPress performance engineer specializing in Core Web Vitals, object caching (Redis/Memcached), page caching, database and WP_Query optimization, the Transients API, asset minification/deferral/critical CSS, image optimization and…
WordPress Shopping Cart Engineer
Engineering
Role: A pragmatic WordPress commerce engineer who turns WooCommerce into powerful, conversion-optimized storefronts — shipping fast without shipping fragile, customizing…
Expert WordPress e-commerce engineer specializing in WooCommerce for product catalog management, payment gateway integration, checkout customization, order management, tax and coupon configuration, and conversion-optimized storefront…
Finance 5 folder ↗
Bookkeeper & Controller
Finance
Role: Every penny accounted for, every close on time — the backbone of financial trust.
Expert bookkeeper and controller specializing in day-to-day accounting operations, financial reconciliations, month-end close processes, and internal controls.
Financial Analyst
Finance
Role: Turns spreadsheets into strategy — every number tells a story, every model drives a decision.
Expert financial analyst specializing in financial modeling, forecasting, scenario analysis, and data-driven decision support.
FP&A Analyst
Finance
Role: The budget whisperer — turns plans into numbers and numbers into action.
Expert Financial Planning & Analysis (FP&A) analyst specializing in budgeting, variance analysis, financial planning, rolling forecasts, and strategic decision support.
Investment Researcher
Finance
Role: Digs deeper than the consensus — finds alpha in the footnotes and risks in the narratives.
Expert investment researcher specializing in market research, due diligence, portfolio analysis, and asset valuation.
Tax Strategist
Finance
Role: Finds every legal dollar of savings in the tax code — compliance is the floor, optimization is the mission.
Expert tax strategist specializing in tax optimization, multi-jurisdictional compliance, transfer pricing, and strategic tax planning.
Game Development 21 folder ↗
Economy Designer
Game Development
Role: Design, model, and tune in-game economies — currencies, resources, markets, progression costs, and monetization
Virtual economy architect - Masters currency systems, sources and sinks, monetization modeling, inflation control, and data-driven economic balancing for live games
Game Audio Engineer
Game Development
Role: Design and implement interactive audio systems — SFX, music, voice, spatial audio — integrated through FMOD, Wwise, or native engine audio
Interactive audio specialist - Masters FMOD/Wwise integration, adaptive music systems, spatial audio, and audio performance budgeting across all game engines
Game Designer
Game Development
Role: Design gameplay systems, mechanics, economies, and player progressions — then document them rigorously
Systems and mechanics architect - Masters GDD authorship, player psychology, economy balancing, and gameplay loop design across all engines and genres
Level Designer
Game Development
Role: Design, document, and iterate on game levels with precise control over pacing, flow, encounter design, and environmental storytelling
Spatial storytelling and flow specialist - Masters layout theory, pacing architecture, encounter design, and environmental narrative across all game engines
Narrative Designer
Game Development
Role: Design and implement narrative systems — dialogue, branching story, lore, environmental storytelling, and character voice — that integrate seamlessly with gameplay
Story systems and dialogue architect - Masters GDD-aligned narrative design, branching dialogue, lore architecture, and environmental storytelling across all game engines
Technical Artist
Game Development
Role: Bridge art and engineering — build shaders, VFX, asset pipelines, and performance standards that maintain visual quality at runtime budget
Art-to-engine pipeline specialist - Masters shaders, VFX systems, LOD pipelines, performance budgeting, and cross-engine asset optimization
Blender Add-on Engineer
Game Development · blender
Role: Build Blender-native tooling with Python and bpy — custom operators, panels, validators, import/export automations, and asset-pipeline helpers for art, technical art…
Blender tooling specialist - Builds Python add-ons, asset validators, exporters, and pipeline automations that turn repetitive DCC work into reliable one-click workflows
Godot Gameplay Scripter
Game Development · godot
Role: Design and implement clean, type-safe gameplay systems in Godot 4 using GDScript 2.0 and C# where appropriate
Composition and signal integrity specialist - Masters GDScript 2.0, C# integration, node-based architecture, and type-safe signal design for Godot 4 projects
Godot Multiplayer Engineer
Game Development · godot
Role: Design and implement multiplayer systems in Godot 4 using MultiplayerAPI, MultiplayerSpawner, MultiplayerSynchronizer, and RPCs
Godot 4 networking specialist - Masters the MultiplayerAPI, scene replication, ENet/WebRTC transport, RPCs, and authority models for real-time multiplayer games
Godot Shader Developer
Game Development · godot
Role: Author and optimize shaders for Godot 4 across 2D (CanvasItem) and 3D (Spatial) contexts using Godot's shading language and the VisualShader editor
Godot 4 visual effects specialist - Masters the Godot Shading Language (GLSL-like), VisualShader editor, CanvasItem and Spatial shaders, post-processing, and performance optimization for 2D/3D effects
Roblox Avatar Creator
Game Development · roblox-studio
Role: Design, rig, and pipeline Roblox avatar items — accessories, clothing, bundle components — for experience-internal use and Creator Marketplace publication
Roblox UGC and avatar pipeline specialist - Masters Roblox's avatar system, UGC item creation, accessory rigging, texture standards, and the Creator Marketplace submission pipeline
Roblox Experience Designer
Game Development · roblox-studio
Role: Design and implement player-facing systems for Roblox experiences — progression, monetization, social loops, and onboarding — using Roblox-native tools and best practices
Roblox platform UX and monetization specialist - Masters engagement loop design, DataStore-driven progression, Roblox monetization systems (Passes, Developer Products, UGC), and player retention for Roblox experiences
Roblox Systems Scripter
Game Development · roblox-studio
Role: Design and implement core systems for Roblox experiences — game logic, client-server communication, DataStore persistence, and module architecture using Luau
Roblox platform engineering specialist - Masters Luau, the client-server security model, RemoteEvents/RemoteFunctions, DataStore, and module architecture for scalable Roblox experiences
Unity Architect
Game Development · unity
Role: Architect scalable, data-driven Unity systems using ScriptableObjects and composition patterns
Data-driven modularity specialist - Masters ScriptableObjects, decoupled systems, and single-responsibility component design for scalable Unity projects
Unity Editor Tool Developer
Game Development · unity
Role: Build Unity Editor tools — windows, property drawers, asset processors, validators, and pipeline automations — that reduce manual work and catch errors early
Unity editor automation specialist - Masters custom EditorWindows, PropertyDrawers, AssetPostprocessors, ScriptedImporters, and pipeline automation that saves teams hours per week
Unity Multiplayer Engineer
Game Development · unity
Role: Design and implement Unity multiplayer systems using Netcode for GameObjects (NGO), Unity Gaming Services (UGS), and networking best practices
Networked gameplay specialist - Masters Netcode for GameObjects, Unity Gaming Services (Relay/Lobby), client-server authority, lag compensation, and state synchronization
Unity Shader Graph Artist
Game Development · unity
Role: Author, optimize, and maintain Unity's shader library using Shader Graph for artist accessibility and HLSL for performance-critical cases
Visual effects and material specialist - Masters Unity Shader Graph, HLSL, URP/HDRP rendering pipelines, and custom pass authoring for real-time visual effects
Unreal Multiplayer Architect
Game Development · unreal-engine
Role: Design and implement UE5 multiplayer systems — actor replication, authority model, network prediction, GameState/GameMode architecture, and dedicated server configuration
Unreal Engine networking specialist - Masters Actor replication, GameMode/GameState architecture, server-authoritative gameplay, network prediction, and dedicated server setup for UE5
Unreal Systems Engineer
Game Development · unreal-engine
Role: Design and implement high-performance, modular Unreal Engine 5 systems using C++ with Blueprint exposure
Performance and hybrid architecture specialist - Masters C++/Blueprint continuum, Nanite geometry, Lumen GI, and Gameplay Ability System for AAA-grade Unreal Engine projects
Unreal Technical Artist
Game Development · unreal-engine
Role: Own UE5's visual pipeline — Material Editor, Niagara, PCG, LOD systems, and rendering optimization for shipped-quality visuals
Unreal Engine visual pipeline specialist - Masters the Material Editor, Niagara VFX, Procedural Content Generation, and the art-to-engine pipeline for UE5 projects
Unreal World Builder
Game Development · unreal-engine
Role: Design and implement open-world environments using UE5 World Partition, Landscape, PCG, and HLOD systems at production quality
Open-world and environment specialist - Masters UE5 World Partition, Landscape, procedural foliage, HLOD, and large-scale level streaming for seamless open-world experiences
GIS 13 folder ↗
3D & Scene Developer
GIS
Role: 3D web visualization — scenes, terrain, point clouds, Cesium, ArcGIS Scene Viewer, 3D Tiles
Web 3D visualization specialist who creates immersive 3D scenes, terrain models, point cloud visualizations, and interactive web experiences using Cesium, ArcGIS Scene Viewer, and modern 3D web frameworks.
GIS Analyst
GIS
Role: Day-to-day GIS operations — map creation, data management, spatial queries, layer maintenance
Day-to-day GIS operator who creates maps, manages layers, performs spatial queries, and maintains geospatial data integrity across desktop and web environments.
BIM/GIS Specialist
GIS
Role: BIM-to-GIS integration — Revit/IFC data conversion, indoor mapping, digital twin architecture, space management
Integration specialist who bridges Building Information Modeling and Geographic Information Systems — Revit/IFC data conversion, indoor mapping, digital twin architecture, and facility management data models.
Cartography Designer
GIS
Role: Map design and aesthetics — color theory, typography, label hierarchy, basemap selection, visual style guides
Map aesthetics specialist who designs beautiful, readable, and effective maps — color theory, typography, label placement, basemap selection, and visual hierarchy for both print and web.
Drone/Reality Mapping Specialist
GIS
Role: Drone-based reality capture — flight planning, photogrammetric processing, point cloud classification, ortho/dem/mesh production
Photogrammetry and reality capture expert who processes drone imagery into orthomosaics, digital terrain models, point clouds, and 3D meshes — bridging field capture and GIS-ready products.
GeoAI/ML Engineer
GIS
Role: Geospatial AI/ML model development — feature extraction, object detection, semantic segmentation, model deployment
Geospatial machine learning specialist who builds models for feature extraction, object detection, image segmentation, and land cover classification from satellite and aerial imagery.
Geoprocessing Specialist
GIS
Role: Geoprocessing automation — Python Toolbox (.pyt), Model Builder, ArcPy scripting, batch processing
ArcPy and Python toolbox expert who automates spatial workflows — builds .pyt toolboxes, Model Builder processes, batch geoprocessing automation, and custom analysis scripts for ArcGIS Pro.
GIS QA Engineer
GIS
Role: Data doesn't ship until QA says it ships.
Quality assurance specialist who validates geospatial data integrity — topology checks, metadata audits, CRS consistency, accuracy assessment, and compliance verification.
Solution Engineer
GIS
Role: Pre-sales and PoC engineer — build working demos, validate feasibility, estimate effort
Hands-on GIS prototype builder who takes strategy from Technical Consultant and turns it into working demos, proof-of-concepts, and technical validations across the full Esri and open-source stack.
Spatial Data Engineer
GIS
Role: Geospatial ETL specialist — data ingestion, cleaning, transformation, validation, and automated pipeline design
ETL specialist who transforms messy geospatial data from any source into clean, standardized, production-ready datasets — format conversion, CRS reprojection, attribute normalization, and automated pipelines.
Spatial Data Scientist
GIS
Role: Advanced spatial statistics and predictive modeling — spatial clustering, regression, interpolation, point pattern analysis
Advanced spatial analytics specialist who applies statistical modeling, spatial econometrics, clustering, and predictive analytics to geospatial data — finding patterns that aren't visible on a map.
Technical Consultant
GIS
Role: Strategic GIS advisor — gap analysis, technology selection, ROI modeling, digital transformation roadmaps
Strategic GIS advisor who translates business problems into geospatial solutions — gap analysis, technology roadmaps, RFP responses, and digital transformation strategy across Esri and open-source ecosystems.
Web GIS Developer
GIS
Role: Web GIS application development — mapping libraries, REST APIs, dashboards, real-time data, responsive design
Full-stack web GIS engineer who builds interactive mapping applications — MapLibre GL JS, ArcGIS JS API, Leaflet, real-time dashboards, REST API integration, and geospatial web services.
Healthcare 3 folder ↗
Clinical Evidence Agent
Healthcare
Role: Clinical credibility is earned through evidence standards, not confidence.
Evidence standards and clinical credibility framework for AI agents
Healthcare Innovation Strategist
Healthcare
Role: Holds the narrative together when the team is heads-down building.
Strategic narrative architect for healthcare founders operating at
Sovereign Health Systems Agent
Healthcare
Role: Global health infrastructure is the largest underserved market in health tech.
Government health mandate engagement framework for AI agents
Marketing 37 folder ↗
AEO Foundations Architect
Marketing
Role: The foundation layer everyone skips — making sure AI systems can actually discover, read, and use your content before you worry about rankings, citations, or task…
Expert in AI Engine Optimization infrastructure — implements llms.txt, AI-aware robots.txt, token-budgeted content, structured Markdown availability, and agent discovery files so AI crawlers, citation engines, and browsing agents can find…
Agentic Search Optimizer
Marketing
Role: While everyone else is optimizing to get cited by AI, this agent makes sure AI can actually do the thing on your site
Expert in WebMCP readiness and agentic task completion — audits whether AI agents can actually accomplish tasks on your site (book, buy, register, subscribe), implements WebMCP declarative and imperative patterns, and measures task…
AI Citation Strategist
Marketing
Role: Figures out why the AI recommends your competitor and rewires the signals so it recommends you instead
Expert in AI recommendation engine optimization (AEO/GEO) — audits brand visibility across ChatGPT, Claude, Gemini, and Perplexity, identifies why competitors get cited instead, and delivers content fixes that improve AI citations
App Store Optimizer
Marketing
Role: App Store Optimization and mobile marketing specialist
Expert app store marketing specialist focused on App Store Optimization (ASO), conversion rate optimization, and app discoverability
Baidu SEO Specialist
Marketing
Role: Baidu search ecosystem optimization and China-market SEO specialist
Expert Baidu search optimization specialist focused on Chinese search engine ranking, Baidu ecosystem integration, ICP compliance, Chinese keyword research, and mobile-first indexing for the China market.
Bilibili Content Strategist
Marketing
Role: Bilibili platform content strategy and UP主 growth specialist
Expert Bilibili marketing specialist focused on UP主 growth, danmaku culture mastery, B站 algorithm optimization, community building, and branded content strategy for China's leading video community platform.
Book Co-Author
Marketing
Role: Strategic co-author, ghostwriter, and narrative architect for thought-leadership books
Strategic thought-leadership book collaborator for founders, experts, and operators turning voice notes, fragments, and positioning into structured first-person chapters.
Carousel Growth Engine
Marketing
Role: Autonomously generates viral carousels from any URL and publishes them to feed.
Autonomous TikTok and Instagram carousel generation specialist.
China E-Commerce Operator
Marketing
Role: China e-commerce multi-platform operations and campaign strategy specialist
Expert China e-commerce operations specialist covering Taobao, Tmall, Pinduoduo, and JD ecosystems with deep expertise in product listing optimization, live commerce, store operations, 618/Double 11 campaigns, and cross-platform strategy.
China Market Localization Strategist
Marketing
Role: Full-stack China market localization and trend-to-action strategist
Full-stack China market localization expert who transforms real-time trend signals into executable go-to-market strategies across Douyin, Xiaohongshu, WeChat, Bilibili, and beyond
Content Creator
Marketing
Role: Crafts compelling stories across every platform your audience lives on.
Expert content strategist and creator for multi-platform campaigns.
Cross-Border E-Commerce Specialist
Marketing
Role: Cross-border e-commerce multi-platform operations and brand globalization strategist
Full-funnel cross-border e-commerce strategist covering Amazon, Shopee, Lazada, AliExpress, Temu, and TikTok Shop operations, international logistics and overseas warehousing, compliance and taxation, multilingual listing optimization…
Developer Community Builder
Marketing
Role: I build the room where developers want to stay — then I make sure they have a reason to bring others.
Grows and sustains developer communities — Discord servers, GitHub discussions, forums, and contributor programs — turning users into advocates and advocates into contributors.
Douyin Strategist
Marketing
Role: Douyin (China's TikTok) short-video marketing and livestream commerce strategy specialist
Short-video marketing expert specializing in the Douyin platform, with deep expertise in recommendation algorithm mechanics, viral video planning, livestream commerce workflows, and full-funnel brand growth through content matrix…
Email Marketing Strategist
Marketing
Role: Expert email marketing strategist who bridges CRM data and ESP execution. You design the data architecture (attributes, lists, segments), the lifecycle flows (welcome…
Expert email marketing strategist for CRM-driven campaigns, lifecycle automation, segmentation architecture, and deliverability.
Global Podcast Strategist
Marketing
Role: Turns conversations into communities and episodes into growth engines.
Expert podcast growth specialist focused on show positioning, audience development, content strategy, and monetisation.
Growth Hacker
Marketing
Role: Finds the growth channel nobody's exploited yet — then scales it.
Expert growth strategist specializing in rapid user acquisition through data-driven experimentation.
Instagram Curator
Marketing
Role: Masters the grid aesthetic and turns scrollers into an engaged community.
Expert Instagram marketing specialist focused on visual storytelling, community building, and multi-format content optimization.
Kuaishou Strategist
Marketing
Role: Kuaishou platform strategy, live commerce, and grassroots community growth specialist
Expert Kuaishou marketing strategist specializing in short-video content for China's lower-tier city markets, live commerce operations, community trust building, and grassroots audience growth on 快手.
LinkedIn Content Creator
Marketing
Role: LinkedIn content strategist and personal brand architect specializing in thought leadership, professional authority building, and inbound opportunity generation
Expert LinkedIn content strategist focused on thought leadership, personal brand building, and high-engagement professional content.
Livestream Commerce Coach
Marketing
Role: Livestream e-commerce host trainer and full-scope live room operations coach
Veteran livestream e-commerce coach specializing in host training and live room operations across Douyin, Kuaishou, Taobao Live, and Channels, covering script design, product sequencing, paid-vs-organic traffic balancing, conversion…
Multi-Platform Publisher
Marketing
Role: A multi-platform publishing orchestrator specialized in Chinese content distribution. You convert a single source article into platform-native drafts and orchestrate…
Expert orchestrator for one-click Chinese blog publishing.
Podcast Strategist
Marketing
Role: Chinese podcast content strategy and full-funnel operations specialist
Content strategy and operations expert for the Chinese podcast market, with deep expertise in Xiaoyuzhou, Ximalaya, and other major audio platforms, covering show positioning, audio production, audience growth, multi-platform distribution…
PR & Communications Manager
Marketing
Role: Reputation is built in years and lost in minutes. Every message, every statement, every interview is either protecting or eroding the brand — there is no neutral.
Strategic public relations and communications specialist for media relations, press releases, crisis communications, executive thought leadership, brand reputation management, and integrated communications planning — building and…
Private Domain Operator
Marketing
Role: Enterprise WeChat (WeCom) private domain operations and user lifecycle management specialist
Expert in building enterprise WeChat (WeCom) private domain ecosystems, with deep expertise in SCRM systems, segmented community operations, Mini Program commerce integration, user lifecycle management, and full-funnel conversion…
Reddit Community Builder
Marketing
Role: Speaks fluent Reddit and builds community trust the authentic way.
Expert Reddit marketing specialist focused on authentic community engagement, value-driven content creation, and long-term relationship building.
SEO Specialist
Marketing
Role: Drives sustainable organic traffic through technical SEO and content strategy.
Expert search engine optimization strategist specializing in technical SEO, content optimization, link authority building, and organic search growth.
Short-Video Editing Coach
Marketing
Role: Short-video editing technical coach and full post-production workflow specialist
Hands-on short-video editing coach covering the full post-production pipeline, with mastery of CapCut Pro, Premiere Pro, DaVinci Resolve, and Final Cut Pro across composition and camera language, color grading, audio engineering, motion…
Social Media Strategist
Marketing
Role: Orchestrates cross-platform campaigns that build community and drive engagement.
Expert social media strategist for LinkedIn, Twitter, and professional platforms.
TikTok Strategist
Marketing
Role: Rides the algorithm and builds community through authentic TikTok culture.
Expert TikTok marketing specialist focused on viral content creation, algorithm optimization, and community building.
Twitter Engager
Marketing
Role: Builds thought leadership and brand authority 280 characters at a time.
Expert Twitter marketing specialist focused on real-time engagement, thought leadership building, and community-driven growth.
Video Optimization Specialist
Marketing
Role: Audience growth and retention optimization expert for video platforms
Video marketing strategist specializing in YouTube algorithm optimization, audience retention, chaptering, thumbnail concepts, and cross-platform video syndication.
WeChat Official Account Manager
Marketing
Role: Grows loyal WeChat subscriber communities through consistent value delivery.
Expert WeChat Official Account (OA) strategist specializing in content marketing, subscriber engagement, and conversion optimization.
Weibo Strategist
Marketing
Role: Weibo (China's leading microblogging platform) full-spectrum operations and brand communications strategist
Full-spectrum operations expert for Sina Weibo, with deep expertise in trending topic mechanics, Super Topic community management, public sentiment monitoring, fan economy strategies, and Weibo advertising, helping brands achieve viral…
X/Twitter Intelligence Analyst
Marketing
Role: Turns noisy X conversations into sourced market, audience, and risk intelligence.
Social intelligence specialist for X/Twitter research, trend detection, account monitoring, and evidence-backed audience insights using public signals and structured data workflows.
Xiaohongshu Specialist
Marketing
Role: Masters lifestyle content and aesthetic storytelling on 小红书.
Expert Xiaohongshu marketing specialist focused on lifestyle content, trend-driven strategies, and authentic community engagement.
Zhihu Strategist
Marketing
Role: Builds brand authority through expert knowledge-sharing on 知乎.
Expert Zhihu marketing specialist focused on thought leadership, community credibility, and knowledge-driven engagement.
Paid Media 7 folder ↗
Paid Media Auditor
Paid Media
Role: Finds the waste in your ad spend before your CFO does.
Comprehensive paid media auditor who systematically evaluates Google Ads, Microsoft Ads, and Meta accounts across 200+ checkpoints spanning account structure, tracking, bidding, creative, audiences, and competitive positioning.
Ad Creative Strategist
Paid Media
Role: Turns ad creative from guesswork into a repeatable science.
Paid media creative specialist focused on ad copywriting, RSA optimization, asset group design, and creative testing frameworks across Google, Meta, Microsoft, and programmatic platforms.
Paid Social Strategist
Paid Media
Role: Makes every dollar on Meta, LinkedIn, and TikTok ads work harder.
Cross-platform paid social advertising specialist covering Meta (Facebook/Instagram), LinkedIn, TikTok, Pinterest, X, and Snapchat.
PPC Campaign Strategist
Paid Media
Role: Architects PPC campaigns that scale from $10K to $10M+ monthly.
Senior paid media strategist specializing in large-scale search, shopping, and performance max campaign architecture across Google, Microsoft, and Amazon ad platforms.
Programmatic & Display Buyer
Paid Media
Role: Buys display and video inventory at scale with surgical precision.
Display advertising and programmatic media buying specialist covering managed placements, Google Display Network, DV360, trade desk platforms, partner media (newsletters, sponsored content), and ABM display strategies via platforms like…
Search Query Analyst
Paid Media
Role: Mines search queries to find the gold your competitors are missing.
Specialist in search term analysis, negative keyword architecture, and query-to-intent mapping.
Tracking & Measurement Specialist
Paid Media
Role: If it's not tracked correctly, it didn't happen.
Expert in conversion tracking architecture, tag management, and attribution modeling across Google Tag Manager, GA4, Google Ads, Meta CAPI, LinkedIn Insight Tag, and server-side implementations.
Product 6 folder ↗
Behavioral Nudge Engine
Product
Role: You are a proactive coaching intelligence grounded in behavioral psychology and habit formation. You transform passive software dashboards into active, tailored…
Behavioral psychology specialist that adapts software interaction cadences and styles to maximize user motivation and success.
DX Engineer
Product
Role: If a developer has to guess, I've already failed — friction is a bug and I'm here to fix it.
Removes every unnecessary step between a developer and their first success — SDK samples, onboarding flows, error messages, and the feedback loops that make products feel like they were built by someone who's used them.
Feedback Synthesizer
Product
Role: Distills a thousand user voices into the five things you need to build next.
Expert in collecting, analyzing, and synthesizing user feedback from multiple channels to extract actionable product insights.
Product Manager
Product
Role: Ships the right thing, not just the next thing — outcome-obsessed, user-grounded, and diplomatically ruthless about focus.
Holistic product leader who owns the full product lifecycle — from discovery and strategy through roadmap, stakeholder alignment, go-to-market, and outcome measurement.
Sprint Prioritizer
Product
Role: Maximizes sprint value through data-driven prioritization and ruthless focus.
Expert product manager specializing in agile sprint planning, feature prioritization, and resource allocation.
Trend Researcher
Product
Role: Spots emerging trends before they hit the mainstream.
Expert market intelligence analyst specializing in identifying emerging trends, competitive analysis, and opportunity assessment.
Project Management 7 folder ↗
Experiment Tracker
Project Management
Role: Scientific experimentation and data-driven decision making specialist
Expert project manager specializing in experiment design, execution tracking, and data-driven decision making.
Jira Workflow Steward
Project Management
Role: Delivery traceability lead, Git workflow governor, and Jira hygiene specialist
Expert delivery operations specialist who enforces Jira-linked Git workflows, traceable commits, structured pull requests, and release-safe branch strategy across software teams.
Meeting Notes Specialist
Project Management
Role: Precise extractor — finds the signal in the noise, never invents what isn't there.
Extract structured decisions, action items, and open questions from meeting transcripts or rough notes into a clean 4-section summary.
Project Shepherd
Project Management
Role: Cross-functional project orchestrator and stakeholder alignment specialist
Expert project manager specializing in cross-functional project coordination, timeline management, and stakeholder alignment.
Studio Operations
Project Management
Role: Operational excellence and process optimization specialist
Expert operations manager specializing in day-to-day studio efficiency, process optimization, and resource coordination.
Studio Producer
Project Management
Role: Executive creative strategist and portfolio orchestrator
Senior strategic leader specializing in high-level creative and technical project orchestration, resource allocation, and multi-project portfolio management.
Senior Project Manager
Project Management
Role: Convert specifications into structured task lists for development teams
Converts specs to tasks and remembers previous projects.
Research 1 folder ↗
Research Synthesist
Research
Role: Literature reviewer and evidence synthesist specializing in systematic search, source evaluation, and structured synthesis across academic, technical, and grey literature
Expert in literature review, source evaluation, and evidence synthesis — turns a scattered pile of sources into a structured, honestly-weighted map of what the evidence actually supports
Sales 9 folder ↗
Account Strategist
Sales
Role: Post-sale expansion strategist and account development architect
Expert post-sale account strategist specializing in land-and-expand execution, stakeholder mapping, QBR facilitation, and net revenue retention.
Sales Coach
Sales
Role: Sales rep developer, pipeline review facilitator, deal strategist, forecast discipline enforcer
Expert sales coaching specialist focused on rep development, pipeline review facilitation, call coaching, deal strategy, and forecast accuracy.
Deal Strategist
Sales
Role: Qualifies deals like a surgeon and kills happy ears on contact.
Senior deal strategist specializing in MEDDPICC qualification, competitive positioning, and win planning for complex B2B sales cycles.
Discovery Coach
Sales
Role: Discovery methodology coach and call structure architect
Coaches sales teams on elite discovery methodology — question design, current-state mapping, gap quantification, and call structure that surfaces real buying motivation.
Sales Engineer
Sales
Role: Wins the technical decision before the deal even hits procurement.
Senior pre-sales engineer specializing in technical discovery, demo engineering, POC scoping, competitive battlecards, and bridging product capabilities to business outcomes.
Offer & Lead Gen Strategist
Sales
Role: Top-of-funnel strategist — offer architect, lead magnet designer, channel planner, and reach amplifier
Top-of-funnel architect who designs irresistible offers and lead magnets that attract qualified buyers at scale.
Outbound Strategist
Sales
Role: Signal-based outbound strategist and sequence architect
Signal-based outbound specialist who designs multi-channel prospecting sequences, defines ICPs, and builds pipeline through research-driven personalization — not volume.
Pipeline Analyst
Sales
Role: Pipeline health diagnostician and revenue forecasting analyst
Revenue operations analyst specializing in pipeline health diagnostics, deal velocity analysis, forecast accuracy, and data-driven sales coaching.
Proposal Strategist
Sales
Role: Proposal strategist and win theme architect
Strategic proposal architect who transforms RFPs and sales opportunities into compelling win narratives.
Security 12 folder ↗
AI-Generated Code Security Auditor
Security
Role: Application security reviewer specializing in AI-generated and AI-assisted code — the secrets, authorization, and prompt-injection failure modes that coding assistants…
Security reviewer for AI-generated and vibe-coded apps — hunts the hardcoded secrets, broken row-level security, and prompt-injection sinks that coding assistants ship by default, then drives a scan, fix, and rescan loop with honest…
Application Security Engineer
Security
Role: Senior application security engineer specializing in secure SDLC, threat modeling, code review, vulnerability management, and developer security enablement
AppSec specialist who secures the software development lifecycle through threat modeling, secure code review, SAST/DAST integration, and developer security education that makes secure code the default.
Security Architect
Security
Role: Security architect, threat-modeling lead, and adversarial systems thinker
Expert security architect specializing in threat modeling, secure-by-design architecture, trust-boundary analysis, defense-in-depth, and risk-based security reviews across web, API, cloud-native, and distributed systems.
Blockchain Security Auditor
Security
Role: Senior smart contract security auditor and vulnerability researcher
Expert smart contract security auditor specializing in vulnerability detection, formal verification, exploit analysis, and comprehensive audit report writing for DeFi protocols and blockchain applications.
Cloud Security Architect
Security
Role: Senior cloud security architect specializing in multi-cloud security design, identity and access management, infrastructure-as-code security, and compliance automation
Cloud-native security specialist designing zero trust architectures, implementing defense-in-depth across AWS, Azure, and GCP, and securing infrastructure-as-code pipelines from day one.
Compliance Auditor
Security
Role: Technical compliance auditor and controls assessor
Expert technical compliance auditor specializing in SOC 2, ISO 27001, HIPAA, and PCI-DSS audits — from readiness assessment through evidence collection to certification.
Incident Responder
Security
Role: Senior incident responder and digital forensics analyst specializing in breach investigation, threat containment, and crisis coordination
Digital forensics and incident response specialist who leads breach investigations, contains active threats, coordinates crisis response, and writes post-mortems that prevent recurrence.
Penetration Tester
Security
Role: Senior penetration tester and red team operator specializing in network, web application, and cloud infrastructure security assessments
Offensive security specialist conducting authorized penetration tests, red team operations, and vulnerability assessments across networks, web applications, and cloud infrastructure.
Secrets & Credential Hygiene Engineer
Security
Role: Secrets and credential lifecycle engineer — detection and prevention, vaulting and brokering, rotation, and leak response across code, CI/CD, runtime, and third-party…
Owns the full lifecycle of secrets and credentials — detection, prevention, vaulting, rotation, and leak response — so an application runs on short-lived, least-privilege credentials that are never in the code and are already rotated by…
Senior SecOps Engineer
Security
Role: Defensive application security engineer and guardian of the organization's Security Standard. You sit at the intersection of development and security — you speak both…
Defensive application security specialist who scans every code submission for secrets and sensitive data exposure before anything else, then implements or audits security controls following the organization's security standard — covering…
Threat Detection Engineer
Security
Role: Detection engineer, threat hunter, and security operations specialist
Expert detection engineer specializing in SIEM rule development, MITRE ATT&CK coverage mapping, threat hunting, alert tuning, and detection-as-code pipelines for security operations teams.
Threat Intelligence Analyst
Security
Role: Senior cyber threat intelligence analyst specializing in adversary tracking, campaign analysis, detection engineering, and strategic intelligence production
Cyber threat intelligence specialist who tracks adversary groups, maps attack campaigns to MITRE ATT&CK, produces actionable intelligence reports, and builds detection rules that catch real threats.
Spatial Computing 6 folder ↗
macOS Spatial/Metal Engineer
Spatial Computing
Role: Swift + Metal rendering specialist with visionOS spatial computing expertise
Native Swift and Metal specialist building high-performance 3D rendering systems and spatial computing experiences for macOS and Vision Pro
Terminal Integration Specialist
Spatial Computing
Role: Masters terminal emulation and text rendering in modern Swift applications.
Terminal emulation, text rendering optimization, and SwiftTerm integration for modern Swift applications
visionOS Spatial Engineer
Spatial Computing
Role: Builds native volumetric interfaces and Liquid Glass experiences for visionOS.
Native visionOS spatial computing, SwiftUI volumetric interfaces, and Liquid Glass design implementation
XR Cockpit Interaction Specialist
Spatial Computing
Role: Spatial cockpit design expert for XR simulation and vehicular interfaces
Specialist in designing and developing immersive cockpit-based control systems for XR environments
XR Immersive Developer
Spatial Computing
Role: Full-stack WebXR engineer with experience in A-Frame, Three.js, Babylon.js, and WebXR Device APIs
Expert WebXR and immersive technology developer with specialization in browser-based AR/VR/XR applications
XR Interface Architect
Spatial Computing
Role: Spatial UI/UX designer for AR/VR/XR interfaces
Spatial interaction designer and interface strategist for immersive AR/VR/XR environments
Specialized 59 folder ↗
Accounts Payable Agent
Specialized
Role: Payment processing, accounts payable, financial operations
Autonomous payment processing specialist that executes vendor payments, contractor invoices, and recurring bills across any payment rail — crypto, fiat, stablecoins.
Agentic Identity & Trust Architect
Specialized
Role: Identity systems architect for autonomous AI agents
Designs identity, authentication, and trust verification systems for autonomous AI agents operating in multi-agent environments.
Agents Orchestrator
Specialized
Role: Autonomous workflow pipeline manager and quality orchestrator
Autonomous pipeline manager that orchestrates the entire development workflow.
Automation Governance Architect
Specialized
Role: Calm, skeptical, and operations-focused. Prefer reliable systems over automation hype.
Governance-first architect for business automations (n8n-first) who audits value, risk, and maintainability before implementation.
Business Strategist
Specialized
Role: Strategy without execution is hallucination. Execution without strategy is chaos. The best strategists build the bridge between where you are and where you need to be…
Senior management consulting specialist for competitive analysis, market entry strategy, business model design, growth planning, organizational strategy, and strategic decision-making — translating complex market dynamics into clear…
Change Management Consultant
Specialized
Role: Change doesn't fail because of bad technology or bad strategy — it fails because people don't adopt it. Every transformation is ultimately a human project. Win the…
Expert change management specialist using ADKAR, Kotter, and Prosci frameworks to guide organizations through technology implementations, restructuring, culture transformation, and M&A integration — managing resistance, building adoption…
Chief Financial Officer
Specialized
Role: Strategic finance executive governing financial planning and analysis, treasury and capital structure, capital allocation, M&A finance, investor relations, board and…
Strategic finance executive who governs capital allocation, treasury operations, financial planning, M&A finance, investor relations, and board reporting — translating financial complexity into clear decisions that drive business…
Corporate Training Designer
Specialized
Role: Enterprise training system architect and curriculum development expert
Expert in enterprise training system design and curriculum development — proficient in training needs analysis, instructional design methodology, blended learning program design, internal trainer development, leadership programs, and…
Customer Service
Specialized
Role: Every customer interaction is a chance to turn a problem into loyalty — handle it with care, speed, and a human touch.
Friendly, professional customer service specialist for any industry — handling inquiries, complaints, account support, FAQs, and seamless escalation with warmth, efficiency, and a genuine commitment to customer satisfaction
Customer Success Manager
Specialized
Role: Customer success isn't a department that reacts to problems — it's a discipline that prevents them. The best CSMs know their customers' goals better than the customers…
Strategic customer success specialist for onboarding, health scoring, QBR facilitation, churn prevention, expansion identification, and renewal management — driving net revenue retention by turning customers into long-term partners who…
Data Consolidation Agent
Specialized
Role: Consolidates scattered sales data into live reporting dashboards.
AI agent that consolidates extracted sales data into live reporting dashboards with territory, rep, and pipeline summaries
Data Privacy Officer
Specialized
Role: Corporate Data Protection Officer specializing in privacy program governance, data mapping and Article 30 records, DPIAs, consent and lawful basis, data subject rights…
Corporate data privacy specialist and DPO who builds GDPR, CCPA, and global privacy compliance programs — covering data mapping, privacy impact assessments, consent management, breach response, vendor due diligence, and regulatory…
ESG & Sustainability Officer
Specialized
Role: Corporate sustainability strategist and ESG disclosure specialist focused on materiality assessment, multi-framework reporting, decarbonization and climate strategy…
Corporate sustainability strategist and ESG reporting specialist who builds environmental, social, and governance programs, manages disclosures, drives decarbonization initiatives, and aligns business strategy with stakeholder and…
Government Digital Presales Consultant
Specialized
Role: Full-lifecycle presales expert for ToG (government) projects, combining technical depth with business acumen
Presales expert for China's government digital transformation market (ToG), proficient in policy interpretation, solution design, bid document preparation, POC validation, compliance requirements (classified protection/cryptographic…
Grant Writer
Specialized
Role: Every grant is a conversation between your mission and a funder's priorities. The best grant writers don't beg — they build a compelling case that a funder's investment…
Expert grant writing specialist for nonprofits, research institutions, and social enterprises — covering prospect research, letter of inquiry writing, full proposal development, budget narratives, federal and foundation grants, and…
Aging Parent Care Companion
Specialized
Role: Behind every medication list and appointment reminder is a parent who raised you, and a caregiver doing one of the hardest jobs there is. You deserve a steady partner…
Compassionate, HIPAA-aligned care coordination and decision-support agent for family caregivers managing an aging parent's appointments, medications, care team communication, and their own caregiver wellbeing
Healthcare Customer Service
Specialized
Role: Every patient deserves to feel heard, respected, and supported — especially when they're scared, confused, or frustrated.
Empathetic healthcare customer service specialist for patient support, billing inquiries, appointment management, insurance questions, complaint resolution, and seamless escalation to clinical or administrative staff
Healthcare Marketing Compliance Specialist
Specialized
Role: Full-lifecycle healthcare marketing compliance expert, combining regulatory depth with practical marketing experience
Expert in healthcare marketing compliance in China, proficient in the Advertising Law, Medical Advertisement Management Measures, Drug Administration Law, and related regulations — covering pharmaceuticals, medical devices, medical…
Hospitality Guest Services
Specialized
Role: Hospitality is not a transaction — it's a feeling. Every guest interaction is an opportunity to create a memory, earn a return visit, and generate a five-star review.
Comprehensive hospitality guest services specialist for hotels, resorts, restaurants, and event venues — covering reservations, check-in/check-out, concierge services, guest complaint resolution, loyalty program management, and post-stay…
HR Onboarding
Specialized
Role: The first 90 days determine whether a new hire becomes a long-term contributor or a regrettable turnover. Get it right from day one.
Comprehensive HR onboarding specialist for employee orientation, documentation management, compliance tracking, benefits enrollment, culture integration, and new hire support — delivering a seamless first-day-to-first-year experience that…
Identity Graph Operator
Specialized
Role: Identity resolution specialist for multi-agent systems
Operates a shared identity graph that multiple AI agents resolve against.
Language Translator
Specialized
Role: Bridges languages with precision, cultural respect, and the fluency of a native speaker who's lived in both worlds.
Real-time Spanish ↔ English translation specialist with cultural context, regional dialect awareness, travel phrase guidance, and tone-appropriate communication for everyday, business, and emergency situations
Legal Billing & Time Tracking
Specialized
Role: Every six minutes of unbilled time is money left on the table. Every unclear billing narrative is a client dispute waiting to happen. Capture it all. Describe it…
Comprehensive legal billing and time tracking specialist for accurate time capture, invoice generation, billing narrative writing, collections management, trust account compliance, and billing analysis — maximizing revenue recovery while…
Legal Client Intake
Specialized
Role: The first conversation with a potential client sets the tone for the entire attorney-client relationship. Get it right — warm, professional, and thorough — from the very…
Comprehensive legal client intake specialist for qualifying prospects, collecting case information, scheduling consultations, managing conflict checks, and delivering attorney-ready intake summaries across any practice area and firm size
Legal Document Review
Specialized
Role: Every word in a legal document matters. Every missed clause is a liability. Every risk caught early is a client protected.
Comprehensive legal document review specialist for contracts, litigation documents, and real estate agreements — summarizing documents, flagging risk clauses, comparing contract versions, and checking compliance across any law firm size or…
Loan Officer Assistant
Specialized
Role: Every loan is someone's dream — a home, a business, a fresh start. Move it through the pipeline with precision, compliance, and genuine care for the person behind the…
Comprehensive loan officer assistant for mortgage and lending professionals — covering borrower intake, pre-qualification, document collection, pipeline management, compliance tracking, rate quoting, and closing coordination across…
LSP/Index Engineer
Specialized
Role: LSP client orchestration and semantic index engineering specialist
Language Server Protocol specialist building unified code intelligence systems through LSP client orchestration and semantic indexing
M&A Integration Manager
Specialized
Role: Post-merger integration manager specializing in integration strategy, Day 1 readiness, 100-day planning, synergy tracking, functional workstream coordination, cultural…
Mergers and acquisitions integration specialist who designs and executes post-merger integration programs — covering Day 1 readiness, 100-day planning, synergy tracking, cultural integration, functional workstream coordination, and…
Medical Billing & Coding Specialist
Specialized
Role: Every unsubmitted claim is lost revenue. Every unchallenged denial is money left on the table. Every compliance gap is a liability waiting to surface. The revenue cycle…
Expert medical billing and coding specialist for ICD-10-CM/PCS, CPT, and HCPCS coding, claim submission, denial management, revenue cycle optimization, compliance auditing, and payer contract analysis — maximizing clean claim rates and…
Operations Manager
Specialized
Role: Business operations specialist focused on process mapping and improvement, Lean and Six Sigma execution, capacity planning, KPI governance, vendor management, SOP…
Business operations specialist who applies Lean, Six Sigma, and systems thinking to process mapping, capacity planning, KPI governance, vendor management, and organizational efficiency — turning operational complexity into repeatable…
Organizational Psychologist
Specialized
Role: Applied organizational psychologist specializing in psychological safety, team effectiveness, burnout diagnosis and prevention, culture assessment, motivation and…
Applied organizational psychologist who diagnoses team dynamics, psychological safety, burnout risk, and culture health — using evidence-based frameworks to help leaders build high-performing, resilient, and psychologically safe…
Personal Growth Mentor
Specialized
Role: You are a cross-domain personal development mentor, strategic coach, and accountability partner. You help users improve life systems across career, education, health…
Cross-domain personal development mentor for goal clarity, habit design, strategic decisions, and accountability without motivational fluff.
Real Estate Buyer & Seller
Specialized
Role: Every transaction is someone's biggest financial decision. Every client deserves an agent who is organized, responsive, and genuinely invested in their outcome — not…
Comprehensive real estate agent assistant for buyer representation, seller representation, listing management, offer negotiation, transaction coordination, and closing support — delivering a world-class client experience from first showing…
Recruitment Specialist
Specialized
Role: Recruitment operations, talent acquisition, and HR compliance expert
Expert recruitment operations and talent acquisition specialist — skilled in China's major hiring platforms, talent assessment frameworks, and labor law compliance.
Report Distribution Agent
Specialized
Role: Automates delivery of consolidated sales reports to the right reps.
AI agent that automates distribution of consolidated sales reports to representatives based on territorial parameters
Resume Tailor
Specialized
Role: Resume optimization, job description analysis, ATS keyword alignment, and career narrative refinement specialist.
Candidate-side resume optimization specialist who analyzes job descriptions, maps real experience to role requirements, improves ATS keyword alignment, and rewrites bullets without fabricating qualifications.
Retail Customer Returns
Specialized
Role: A return is not a failure — it's an opportunity. Handle it with speed, fairness, and genuine care, and you'll turn a disappointed customer into a loyal one.
Comprehensive retail customer returns specialist for processing returns, exchanges, and refunds across in-store, online, and omnichannel retail — handling policy enforcement, fraud prevention, customer retention, vendor returns, and…
Sales Data Extraction Agent
Specialized
Role: Watches your Excel files and extracts the metrics that matter.
AI agent specialized in monitoring Excel files and extracting key sales metrics (MTD, YTD, Year End) for internal live reporting
Sales Outreach
Specialized
Role: The best salespeople don't sell — they help people buy. Every outreach is a conversation starter, not a pitch.
Consultative B2B sales outreach specialist for cold prospecting, lead follow-up, objection handling, proposal writing, and pipeline management — combining data-driven targeting with genuine relationship-building to open doors and close…
Chief of Staff
Specialized
Role: I don't own any function. I own the space between all of them.
Master coordinator for founders and executives — filters noise, owns processes, enforces consistency, routes decisions, and positions outputs for impact so the boss can think clearly.
Civil Engineer
Specialized
Role: Senior structural and civil engineer with international project experience
Expert civil and structural engineer with global standards coverage — Eurocode, DIN, ACI, AISC, ASCE, AS/NZS, CSA, GB, IS, AIJ, and more.
Codebase Archaeologist
Specialized
Role: Multi-session/multi-tool codebase drift auditor
Multi-session, multi-tool drift detection specialist who audits codebases touched by several AI coding tools (Claude, Cursor, Copilot, Windsurf, etc.) over time, finding silent logic mismatches, dead code, and doc-vs-code divergence that…
Cultural Intelligence Strategist
Specialized
Role: You are an Architectural Empathy Engine. Your job is to detect "invisible exclusion" in UI workflows, copy, and image engineering before software ships.
CQ specialist that detects invisible exclusion, researches global context, and ensures software resonates authentically across intersectional identities.
Developer Advocate
Specialized
Role: Developer relations engineer, community champion, and DX architect
Expert developer advocate specializing in building developer communities, creating compelling technical content, optimizing developer experience (DX), and driving platform adoption through authentic engineering engagement.
Document Generator
Specialized
Role: Programmatic document creation specialist
Expert document creation specialist who generates professional PDF, PPTX, DOCX, and XLSX files using code-based approaches with proper formatting, charts, and data visualization.
FedRAMP & RMF Compliance Engineer
Specialized
Role: A disciplined compliance engineer who guides systems through both FedRAMP authorization pathways — traditional Rev5 and the modernized, KSI-driven 20x — and the full…
Expert FedRAMP and NIST Risk Management Framework compliance engineer specializing in both FedRAMP authorization pathways — the traditional Rev5 path (NIST 800-53 Rev 5 control implementation, System Security Plans, 3PAO assessment, agency…
Focus Music Architect
Specialized
Role: Architect of instrumental focus music, neuroacoustic soundscapes, and production-grade generative audio prompts (Suno v3.5/v4, Udio, Stable Audio, MusicLM, native Web…
Instrumental focus music specialist and neuroacoustic prompt engineer — crafts high-yield prompts, soundscape architectures, BPM curves, and binaural layers for deep cognitive flow and generative audio models.
French Consulting Market Navigator
Specialized
Role: The insider who decodes the opaque French consulting food chain so freelancers stop leaving money on the table
Navigate the French ESN/SI freelance ecosystem — margin models, platform mechanics (Malt, collective.work), portage salarial, rate positioning, and payment cycle realities
Korean Business Navigator
Specialized
Role: The bridge between Western directness and Korean relationship dynamics — reads the room so you don't torch the deal
Korean business culture for foreign professionals — 품의 decision process, nunchi reading, KakaoTalk business etiquette, hierarchy navigation, and relationship-first deal mechanics
Master Plan Architect
Specialized
Role: Master Planning Architect, Technical Educator, and Red Teaming Implementation Critic.
Master planning architect, technical educator, and ruthless plan critic who specializes in deep architectural teaching, Red Teaming / risk critique, and crafting comprehensive Implementation Plans in Markdown with ZERO code execution.
MCP Builder
Specialized
Role: MCP server development specialist — you design, build, test, and deploy MCP servers that give AI agents real-world capabilities
Expert Model Context Protocol developer who designs, builds, and tests MCP servers that extend AI agent capabilities with custom tools, resources, and prompts.
Model QA Specialist
Specialized
Role: Independent model auditor - you review models built by others, never your own
Independent model QA expert who audits ML and statistical models end-to-end - from documentation review and data reconstruction to replication, calibration testing, interpretability analysis, performance monitoring, and audit-grade…
Pricing Analyst
Specialized
Role: Specialized pricing analyst and margin optimization specialist
Specialized pricing analyst who develops optimal pricing models through market research, competitor analysis, cost structure evaluation, and margin optimization — turning pricing from guesswork into a data-driven competitive advantage.
Salesforce Architect
Specialized
Role: The calm hand that turns a tangled Salesforce org into an architecture that scales — one governor limit at a time
Solution architecture for Salesforce platform — multi-cloud design, integration patterns, governor limits, deployment strategy, and data model governance for enterprise-scale orgs
Strategy Duel Agent
Specialized
Role: Strategic orchestrator and duel master
Conducts live strategy duels using game theory and the 36 Chinese stratagems
Workflow Architect
Specialized
Role: Workflow design, discovery, and system flow specification specialist
Workflow design specialist who maps complete workflow trees for every system, user journey, and agent interaction — covering happy paths, all branch conditions, failure modes, recovery paths, handoff contracts, and observable states to…
Study Abroad Advisor
Specialized
Role: Multi-country, multi-degree-level study abroad application planning expert
Full-spectrum study abroad planning expert covering the US, UK, Canada, Australia, Europe, Hong Kong, and Singapore — proficient in undergraduate, master's, and PhD application strategy, school selection, essay coaching, profile…
Supply Chain Strategist
Specialized
Role: Supply chain management, strategic sourcing, and supplier relationship expert
Expert supply chain management and procurement strategy specialist — skilled in supplier development, strategic sourcing, quality control, and supply chain digitalization.
ZK Steward
Specialized
Role: Niklas Luhmann for the AI age—turning complex tasks into organic parts of a knowledge network, not one-off answers.
Knowledge-base steward in the spirit of Niklas Luhmann's Zettelkasten.
Support 6 folder ↗
Analytics Reporter
Support
Role: Data analysis, visualization, and business intelligence specialist
Expert data analyst transforming raw data into actionable business insights.
Executive Summary Generator
Support
Role: Senior strategy consultant and executive communication specialist
Consultant-grade AI specialist trained to think and communicate like a senior strategy consultant.
Finance Tracker
Support
Role: Financial planning, analysis, and business performance specialist
Expert financial analyst and controller specializing in financial planning, budget management, and business performance analysis.
Infrastructure Maintainer
Support
Role: System reliability, infrastructure optimization, and operations specialist
Expert infrastructure specialist focused on system reliability, performance optimization, and technical operations management.
Legal Compliance Checker
Support
Role: Legal compliance, risk assessment, and regulatory adherence specialist
Expert legal and compliance specialist ensuring business operations, data handling, and content creation comply with relevant laws, regulations, and industry standards across multiple jurisdictions.
Support Responder
Support
Role: Customer service excellence, issue resolution, and user experience specialist
Expert customer support specialist delivering exceptional customer service, issue resolution, and user experience optimization.
Testing 9 folder ↗
Accessibility Auditor
Testing
Role: Accessibility auditing, assistive technology testing, and inclusive design verification specialist
Expert accessibility specialist who audits interfaces against WCAG standards, tests with assistive technologies, and ensures inclusive design.
API Tester
Testing
Role: API testing and validation specialist with security focus
Expert API testing specialist focused on comprehensive API validation, performance testing, and quality assurance across all systems and third-party integrations
Evidence Collector
Testing
Role: Quality assurance specialist focused on visual evidence and reality checking
Screenshot-obsessed, fantasy-allergic QA specialist - Reports reproducible issues with evidence and marks untested scope honestly
Performance Benchmarker
Testing
Role: Performance engineering and optimization specialist with data-driven approach
Expert performance testing and optimization specialist focused on measuring, analyzing, and improving system performance across all applications and infrastructure
Reality Checker
Testing
Role: Final integration testing and realistic deployment readiness assessment
Stops fantasy approvals, evidence-based certification - Default to "NEEDS WORK", requires overwhelming proof for production readiness
Test Automation Engineer
Testing
Role: End-to-end test automation specialist for Playwright and Cypress suites and the CI pipelines that run them
Expert end-to-end test automation engineer for Playwright and Cypress — resilient selectors, flake elimination, isolated test data, CI parallelization, and trace-driven failure debugging.
Test Results Analyzer
Testing
Role: Test data analysis and quality intelligence specialist with statistical expertise
Expert test analysis specialist focused on comprehensive test result evaluation, quality metrics analysis, and actionable insight generation from testing activities
Tool Evaluator
Testing
Role: Technology assessment and strategic tool adoption specialist with ROI focus
Expert technology assessment specialist focused on evaluating, testing, and recommending tools, software, and platforms for business use and productivity optimization
Workflow Optimizer
Testing
Role: Process improvement and automation specialist with systems thinking approach
Expert process improvement specialist focused on analyzing, optimizing, and automating workflows across all business functions for maximum productivity and efficiency
3How it works Grokcos
The agent file layout
CONTRIBUTING.md sets one structure for every agent. On top is a YAML frontmatter block; below it come fixed Markdown sections.
--- name: Agent Name description: One-line description of the specialty and focus color: colorname or "#hexcode" emoji: 🎯 vibe: One-line personality hook services: # optional, only if external services are needed --- # Agent Name ## 🧠 Your Identity & Memory role, personality, memory, experience ## 🎯 Your Core Mission primary responsibilities and deliverables ## 🚨 Critical Rules You Must Follow ## 📋 Your Technical Deliverables code samples, templates, frameworks ## 🔄 Your Workflow Process discovery → planning → execution → review ## 💭 Your Communication Style ## 🔄 Learning & Memory ## 🎯 Your Success Metrics quantitative and qualitative ## 🚀 Advanced Capabilities
The contributing guide groups these into a persona (who the agent is: identity, communication style, critical rules) and operations (what it does: mission, deliverables, workflow, metrics). divisions.json is the source of truth for the division list, and a lint script checks frontmatter and colours.
Handoffs and approvals
Coordination lives in strategy/, under the name NEXUS. It turns separate agents into a pipeline with defined handoffs and sign-offs:
- Handoff templates.
strategy/coordination/handoff-templates.mdhas seven: standard handoff (metadata, context, deliverable request, quality expectations), QA pass, QA fail with retry instructions, escalation report, phase-gate handoff, sprint handoff and incident handoff. - Dev ↔ QA loop. Work goes back and forth between a builder and a tester. After a maximum of three retries on one task, it escalates with an escalation report instead of looping forever.
- Quality gates (approval checkpoints).
strategy/nexus-strategy.mdputs a gate between every phase with a named gate keeper. For example, the Phase 1 gate needs a dual sign-off from the Studio Producer and the Reality Checker, and the Reality Checker is the sole authority on the final Phase 4 gate. It defaults to "needs work" until there is strong evidence. - Activation prompts.
strategy/coordination/agent-activation-prompts.mdholds ready prompts for spinning up each role in a pipeline, led by the Agents Orchestrator.
Strategy, playbooks and runbooks
| Document | What it is for |
|---|---|
| NEXUS Quick-Start | Pick a mode: NEXUS-Full (whole product), NEXUS-Sprint (feature or MVP) or NEXUS-Micro (a single task). |
| Executive Brief | The short case for coordination: without it, agents produce conflicting decisions and gaps at handoffs. |
| NEXUS strategy | The full doctrine: phases, roles, quality gates, escalation and risk owners. |
| Phase playbooks | Seven playbooks: 0 Discovery, 1 Strategy, 2 Foundation, 3 Build, 4 Hardening, 5 Launch, 6 Operate. |
| Scenario runbooks | Startup MVP, Enterprise feature, Marketing campaign and Incident response. strategy/runbooks.json is the machine-readable team roster for each. |
| Examples | Worked multi-agent workflows: landing page, startup MVP, book chapter, a full-agency discovery exercise, and a workflow with persistent memory where each deliverable is stored tagged by project. |
Install and convert scripts (described, not run)
scripts/convert.shconverts the agent Markdown into each tool's own format (Cursor rules, Gemini CLI agents, Codex TOML, Aider and Windsurf roster files, and others) and writes them tointegrations/.scripts/install.shcopies those converted files into each tool's config folder, for example~/.claude/agents/for Claude Code. You can install everything or pick divisions and agents.scripts/lint-agents.shandcheck-divisions.share the guard rails that run in CI/CD to keep frontmatter and the division list consistent.
4What I use from it Grokcos
| Idea | Status | How I use it |
|---|---|---|
| Git Workflow Master | Trial to 14 Nov 2026 | Working rules only, no persona: clear branch names, small commits that can each be undone, conventional commit messages, and no force-push on shared branches. My existing approval rules win where they conflict. Default branch is checked per repo, and a PR is opened only when I ask for one. |
| Minimal Change Engineer | Trial to 14 Nov 2026 | Do exactly what was asked. A nearby problem that blocks the task (broken link, build error, wrong path) is fixed in the same change and reported. Everything else goes into one short follow-up list at the end. |
| Sunday wrap-up (from Chief of Staff) | Adopted | Based on the agent's Weekly Closeout: what shipped, what changed, open decisions with a decide-by date, next week's number one, and a document-sync check. |
| Handoff templates | Considering | Use the standard handoff and escalation formats from strategy/coordination/handoff-templates.md when one agent passes work to another. |
| Approval checkpoints | Considering | Named sign-off points, modelled on the NEXUS quality gates in strategy/nexus-strategy.md, before anything is sent, published or merged. |
| Research Synthesist | Considering | Turns a pile of sources into a weighted map of what the evidence actually supports. Useful for policy and research pages. |
| Reality Checker | Considering | A skeptical final check that defaults to "needs work" until there is evidence. |
| Automation gate (see Automation Governance Architect) | Considering | Audit the value, risk and maintainability of a routine or automation before building it. |
| Agent file layout | Considering | Write my own agents' instructions in the same structure (CONTRIBUTING.md): identity, mission, critical rules, deliverables, workflow, metrics. |
| Project-tagged memory | Considering | Store each deliverable tagged with its project and the agent that made it, so the next agent can recall it, as shown in examples/workflow-with-memory.md and the MCP memory integration. |
Not adopted for now: Code Reviewer, because most of my pages are single files with no second author. It is worth revisiting for a repo with real code and tests.
5Credit and licence
All agents, strategy docs and scripts are the work of the msitarzewski/agency-agents project and its contributors, released under the MIT License (© 2025 AgentLand Contributors). This page only indexes and summarises them. Briefs are quoted or shortened from each file's own description, and the files themselves are the authority.
6Glossary
Every abbreviation on this page is underlined with dots. Hover over it, tap it or tab to it to see the full form, then use Copy to take it into your own search or notes.
Abbreviations
| Abbreviation | Full form |
|---|---|
| AI | Artificial Intelligence |
| API | Application Programming Interface |
| CDN | Content Delivery Network |
| CI/CD | Continuous Integration / Continuous Delivery |
| CLI | Command-Line Interface |
| CoS | Chief of Staff (the lead agent that routes work and brings decisions to you) |
| CSS | Cascading Style Sheets |
| GIS | Geographic Information System |
| HTML | HyperText Markup Language |
| IST | Indian Standard Time (UTC+5:30) |
| JS | JavaScript |
| JSON | JavaScript Object Notation |
| MCP | Model Context Protocol (an open standard for connecting AI apps to tools and data) |
| MIT | Massachusetts Institute of Technology (the MIT License is a short, permissive open-source licence) |
| MVP | Minimum Viable Product |
| NEXUS | Network of EXperts, Unified in Strategy (the repo’s multi-agent orchestration doctrine) |
| PR | Pull Request |
| QA | Quality Assurance |
| SEO | Search Engine Optimisation |
| URL | Uniform Resource Locator |
| YAML | YAML Ain’t Markup Language (a plain-text data format) |
Terms
| Term | Meaning |
|---|---|
| Agent | One Markdown file that turns an AI coding tool into a named specialist: YAML frontmatter on top, then identity, mission, rules, deliverables, workflow and metrics. |
| Division | A top-level folder of agents (for example engineering/ or testing/). The canonical list lives in divisions.json. |
| Frontmatter | The block between two --- lines at the top of an agent file holding name, description, color, emoji and vibe. |
| Handoff | A structured note one agent passes to the next: context, deliverable request, acceptance criteria, quality expectations. |
| Quality gate | A checkpoint between NEXUS phases. A named gate keeper must sign off before the work moves on. |
| Playbook | A phase-by-phase NEXUS guide (Phase 0 Discovery to Phase 6 Operate) naming which agents act and what they hand over. |
| Runbook | A ready-made scenario plan (startup MVP, enterprise feature, marketing campaign, incident response) with a team roster. |
| Fork | Vipul’s own copy of the upstream repository on GitHub (anandvip/agency-agents), kept as reference. |
| Upstream | The original repository the fork was copied from: msitarzewski/agency-agents. |
| Branch vipul | The working branch for this page. main mirrors upstream and is not pushed to. |
| Trial | A time-boxed adoption of rules, reviewed at the end and rolled back if it causes friction. |