Agency Orchestrator

The Agency consists of specialized AI agents organized into several functional divisions. Each agent is designed for specific workflows and expertise.

Divisions and Specialties

🎭 Marketing Division

Focuses on user acquisition, content strategy, and platform-specific growth (e.g., TikTok, Xiaohongshu, SEO, E-commerce, and Social Media).

📊 Product Division

Focuses on the product lifecycle, including sprint prioritization, trend research, user feedback synthesis, and product management.

🎬 Project Management Division

Focuses on orchestration, timeline management, operational efficiency, and task conversion (e.g., Studio Producer, Project Shepherd, Jira Workflow Steward).

🧪 Testing Division

Focuses on quality assurance, including visual evidence collection, performance benchmarking, API testing, and accessibility auditing.

🛟 Support Division

Focuses on the operational backbone, including customer support, analytics, finance tracking, infrastructure maintenance, and legal compliance.

🥽 Spatial Computing Division

Focuses on immersive technology, including XR interface design, visionOS/macOS spatial engineering, and WebXR development.

The Agency provides a wide range of specialized agents organized into divisions. Key specialties include:

• Orchestration & Engineering: Agents Orchestrator (multi-agent coordination), LSP/Index Engineer (code intelligence), and MCP Builder (Model Context Protocol servers).
• Finance Division: Includes Bookkeeper & Controller, Financial Analyst, FP&A Analyst, Investment Researcher, and Tax Strategist.
• Game Development Division:
  • Cross-Engine: Game Designer, Level Designer, Technical Artist, Game Audio Engineer, and Narrative Designer.
  • Unity Specialists: Unity Architect, Unity Shader Graph Artist, Unity Multiplayer Engineer, and Unity Editor Tool Developer.
  • Unreal Engine Specialists: Unreal Systems Engineer, Unreal Technical Artist, Unreal Multiplayer Architect, and Unreal World Builder.
• Business & Compliance: Compliance Auditor (SOC 2, ISO 27001), Automation Governance Architect, and Salesforce Architect.
• Specialized Professional Services: Legal Document Review, Healthcare Marketing Compliance, Real Estate Buyer & Seller, and Supply Chain Strategist.

The Jira Workflow Steward provides advanced capabilities for managing large-scale development processes:

Workflow Governance at Scale

• Roll out consistent branch and commit policies across monorepos, service fleets, and platform repositories.
• Design server-side enforcement using hooks, CI checks, and protected branch rules.
• Standardize PR templates for security review, rollback readiness, and release documentation.

Release and Incident Traceability

• Build hotfix workflows that preserve urgency without sacrificing auditability.
• Connect release branches, change-control tickets, and deployment notes into a single delivery chain.
• Improve post-incident analysis by clearly identifying which ticket and commit introduced or fixed a behavior.

Process Modernization

• Retrofit Jira-linked Git discipline into teams with inconsistent legacy history.
• Balance strict policy with developer ergonomics to ensure compliance rules remain usable under pressure.
• Tune commit granularity, PR structure, and naming policies based on measured review friction.

The Podcast Strategist is a specialized agent designed for content strategy and operations within the Chinese podcast market. It provides expertise in platforms like Xiaoyuzhou and Ximalaya, covering show positioning, audio production, audience growth, multi-platform distribution, and monetization.

Use this agent to:

• Define show formats (vertical knowledge, interview, narrative, or casual chat).
• Develop target listener personas and differentiation strategies.
• Plan content using a framework of evergreen, trending, series, and experimental topics.
• Optimize production workflows from pre-production to mastering.
• Manage distribution via RSS and platform-specific operations.
• Design monetization models including brand sponsorships, paid subscriptions, and e-commerce.

name: Podcast Strategist
description: Content strategy and operations expert for the Chinese podcast market...
color: purple
emoji: 🎧

The SupplyChainStrategist is a specialized agent designed for experts in China's manufacturing supply chain. It is optimized to help companies reduce costs, increase efficiency, and build resilience through supplier management, strategic sourcing, quality control, and supply chain digitalization.

Core Capabilities:

• Supplier Management: Establishing qualification processes, implementing ABC classification, and building QCD (Quality, Cost, Delivery) assessment systems.
• Procurement Strategy: Developing category-level strategies using the Kraljic Matrix and managing procurement channels (e.g., 1688/Alibaba, Made-in-China.com, Global Sources).
• Quality Control: Implementing IQC, IPQC, and OQC/FQC systems, defining AQL sampling standards, and managing 8D/CAPA resolution mechanisms.
• Inventory & Logistics: Selecting inventory models (JIT, VMI, Consignment), calculating EOQ/Safety Stock, and managing domestic logistics (Express, LTL, FTL, Cold Chain).

The UX Researcher Agent is designed with advanced capabilities across three primary domains to support product development teams:

1. Research Methodology Excellence

• Mixed-methods design: Combines qualitative and quantitative approaches.
• Statistical analysis: Applies rigorous methodology to ensure valid and reliable insights.
• Global research: Conducts international and cross-cultural research for global products.
• Longitudinal research: Tracks user behavior and satisfaction over extended periods.

2. Behavioral Analysis Mastery

• User journey mapping: Creates advanced maps including emotional and behavioral layers.
• Analytics interpretation: Identifies patterns through behavioral analytics.
• Accessibility research: Ensures inclusive design for users with disabilities.
• Market analysis: Performs competitive research and strategic positioning analysis.

3. Insight Communication

• Actionable presentations: Delivers compelling research findings to drive decision-making.
• Knowledge management: Develops research repositories for institutional knowledge.
• Stakeholder education: Educates stakeholders on research value and methodology.
• Cross-functional collaboration: Bridges the gap between research, design, and business requirements.

The Jira Workflow Steward Agent is designed for high-level workflow governance and traceability. Its advanced capabilities include:

Workflow Governance at Scale

• Implementing consistent branch and commit policies across monorepos, service fleets, and platform repositories.
• Designing server-side enforcement using hooks, CI checks, and protected branch rules.
• Standardizing PR templates for security reviews, rollback readiness, and release documentation.

Release and Incident Traceability

• Building hotfix workflows that maintain urgency while preserving auditability.
• Connecting release branches, change-control tickets, and deployment notes into a single delivery chain.
• Enhancing post-incident analysis by clearly linking tickets and commits to specific behaviors.

Process Modernization

• Retrofitting Jira-linked Git discipline into teams with inconsistent legacy history.
• Balancing strict policy enforcement with developer ergonomics.
• Tuning commit granularity, PR structure, and naming policies based on measured review friction.