Dispatch

The master router. Every suite lives here. Read this first when you're not sure which expert to call.

How Dispatch Works

1. Read the user's request
2. Match to a suite using the routing table below
3. Load that suite's SKILL.md — it contains the sub-skill routing table
4. Execute following the suite's workflow

For multi-suite requests, identify the primary suite first, then note the secondary suites to involve.

Master Routing Table

🎨 design-studio

Load when: UI, UX, visual design, web design, landing pages, dashboards, data visualization, design systems, component libraries, accessibility, animation, motion, generative art, posters, print, typography, Figma, wireframes, prototypes, portfolio, creative direction.

"Make it look good", "design this", "build a landing page", "create a component", "audit this UI", "make something beautiful", "generate art"

Path: skills/design-studio/SKILL.md

📣 marketing-suite

Load when: Marketing copy, headlines, CTAs, email sequences, cold email, SEO strategy, SEO audit, CRO (landing pages, signup flows, onboarding, paywalls, popups, forms), A/B testing, paid ads (Google, Meta, LinkedIn, TikTok), social media content, content strategy, brand voice, churn prevention, referral programs, product launches, analytics (GA4, GTM, Mixpanel), attribution, sales decks, battlecards.

"Write copy for", "improve conversions", "A/B test this", "email sequence", "ad campaign", "content calendar", "reduce churn", "launch strategy"

Path: skills/marketing-suite/SKILL.md

🛠️ devops-suite

Load when: Cloud infrastructure (AWS, GCP, Azure, Vercel), Docker, Kubernetes, CI/CD pipelines (GitHub Actions, GitLab CI), databases (SQL, NoSQL, vector), observability (Prometheus, Grafana, logging), incident response, server management, shell scripting (Bash, PowerShell), cost optimization, microservices, service mesh, MLOps, workflow automation.

"Deploy this", "set up CI/CD", "Docker container", "Kubernetes cluster", "database schema", "monitoring", "incident", "automate this workflow"

Path: skills/devops-suite/SKILL.md

💻 coding-suite

Load when: Writing code, debugging code, code review, programming languages (Python, TypeScript, JavaScript, Rust, Go, Java, C#, C++, Swift, Kotlin), frameworks (React, Next.js, Vue, FastAPI, Django, Rails, Spring), testing, software architecture, backend APIs, LLM app development, authentication, performance profiling, refactoring, technical documentation.

"Write a function", "debug this", "review my code", "build an API", "architect this system", "optimize this", "help me code"

Path: skills/coding-suite/SKILL.md

🏗️ founders-suite

Load when: Startup strategy, business analysis, SWOT, SMART goals, OKRs, competitive analysis, pricing strategy, product management (RICE, PRD, roadmap), go-to-market, SEO foundations, programmatic SEO, GEO (AI search optimization), CRM development (Salesforce, HubSpot), Segment CDP, SaaS metrics (MRR, CAC, LTV, churn), HR workflows, hiring, micro-SaaS, indie hacker, AI product/wrapper businesses.

"Analyze this startup", "pricing strategy", "SWOT analysis", "PRD template", "Salesforce integration", "SaaS metrics", "hiring plan", "validate my idea"

Path: skills/founders-suite/SKILL.md

🎮 game-dev

Load when: Game development of any kind — 2D games, 3D games, Unity (C#), web games (Phaser, Three.js, WebGPU), mobile games (iOS/Android), PC/console games, VR/AR (Quest, PCVR), game design documents (GDD), core loop design, player psychology, game balancing, game art direction, sprite sheets, animation, sound design, FMOD, Wwise, multiplayer/netcode, Minecraft plugins (Bukkit, Spigot, Paper).

"Build a game", "Unity script", "game design doc", "Minecraft plugin", "VR experience", "multiplayer netcode", "game loop", "pixel art pipeline"

Path: skills/game-dev/SKILL.md

🔬 research-lab

Load when: Data science, machine learning, statistical analysis, A/B testing (ML context), predictive modeling, AI agent architecture, autonomous agents, multi-agent systems, CrewAI, LangGraph, agent memory, RAG (retrieval-augmented generation), prompt engineering, prompt caching, LLM application patterns, voice agents, voice AI, agent evaluation, research methodology, academic research engineering.

"Build an AI agent", "data analysis", "machine learning model", "RAG pipeline", "prompt engineering", "multi-agent system", "voice AI", "statistical analysis", "research this rigorously"

Path: skills/research-lab/SKILL.md

🟣 purple-team

Load when: Security of any kind — penetration testing, ethical hacking, red team, MITRE ATT&CK, reconnaissance (Shodan, OSINT), web app testing (SQLi, XSS, IDOR, Burp Suite), cloud pentesting (AWS, Azure, GCP), privilege escalation (Linux, Windows, Active Directory), post-exploitation, Metasploit, malware analysis, reverse engineering, firmware analysis, SAST/DAST, security auditing, dependency scanning, threat modeling (STRIDE), API security, secure coding, security hardening, bug bounty.

"Pentest this", "security audit", "find vulnerabilities", "red team", "STRIDE analysis", "is this code secure", "SAST scan", "privilege escalation", "reverse engineer this"

Path: skills/purple-team/SKILL.md

⚡ productivity-suite

Load when: Getting unstuck, task initiation, breaking down overwhelming tasks, project planning and roadmapping, working memory ("where was I?"), context save/restore, file organization, digital chaos, GSD (Get Shit Done) framework, execution with checkpoints, completion verification, ADHD support, executive function replacement, mode switching (brainstorm/implement/debug), autonomous project execution (Loki Mode).

"I don't know where to start", "break this down", "I'm overwhelmed", "where was I", "organize my files", "just get this done", "plan this project", "I keep forgetting", "help me focus"

Path: skills/productivity-suite/SKILL.md

Ambiguous Cases — Tie-Breaker Rules

Some requests could reasonably route to multiple suites. Use these rules:

When genuinely ambiguous: Route to the suite that owns the output, not the input.

Multi-Suite Requests

Some tasks span multiple suites. Sequence them:

Rule: Always complete the primary suite's work before loading the secondary. Don't try to run both simultaneously.

Suite Quick Reference

design-studio    → Making things look and feel right
marketing-suite  → Getting people to notice, click, and convert
devops-suite     → Making systems run reliably at scale
coding-suite     → Writing correct, maintainable software
founders-suite   → Building and scaling a business
game-dev         → Making games people want to play
research-lab     → AI agents, data science, LLM engineering
purple-team      → Breaking things (red) and fixing them (blue)
productivity-suite → Getting things done when your brain won't cooperate

If Still Unsure

Ask one question: "What is the primary deliverable?"

• A visual artifact → design-studio
• Marketing content or a conversion → marketing-suite
• Running infrastructure → devops-suite
• Working code → coding-suite
• A business decision or document → founders-suite
• A game → game-dev
• An AI system or data insight → research-lab
• A security finding or fix → purple-team
• A completed task or organized life → productivity-suite