Agent Orchestration Made Simple: How to Use Dart with SuperClaws

One dashboard. Multiple agents. Zero chaos.


What Is Agent Orchestration?

If you have one AI assistant, it's helpful. But if you have several — one handling your email, another managing your calendar, a third building your website — things get complicated fast. Who's doing what? What's done? What's stuck?

Agent orchestration is the practice of keeping all your AI assistants aligned, organized, and working from the same playbook. Think of it as giving your agents a shared to-do list and a shared status board — so nothing falls through the cracks, nothing gets done twice, and you always know what's happening.


What Is Dart?

Dart is an AI-native project management tool. Unlike traditional project management apps that bolted AI on as an afterthought, Dart was built with AI at its core.

With Dart you get:

  • Full-featured project management — tasks, docs, views, kanban boards, sprints, reports
  • Built-in AI — auto-fill task properties, generate subtasks, create reports, even execute tasks
  • Integrations — GitHub, Slack, Discord, ChatGPT, Claude, Notion, Jira, Asana, Zapier, and more
  • Generous free tier — up to 4 users, unlimited tasks and docs, AI agents, and AI task execution — completely free

It's fast, intuitive, and designed to make managing work feel effortless.


Why Dart + SuperClaws Is a Game-Changer

Here's where it gets powerful. When you connect Dart to your SuperClaws account, your agents can interact with Dart directly — reading tasks, creating tasks, updating status, adding comments.

This means:

  • Shared task board: Whether you have 1 agent or 10, they all pull tasks from the same place
  • Stay aligned: No duplicate work, no missed assignments, no confusion about who's doing what
  • Full visibility: Open Dart anytime and see exactly what every agent is working on
  • Human + AI teamwork: You can add and modify tasks yourself, and your agents pick up the changes instantly

Think of Dart as the mission control center for your entire agent fleet.


How to Get Started

Step 1: Sign Up for a Free Dart Account

  1. Go to app.dartai.com/sign-up
  2. Create your account (free for up to 4 teammates)
  3. Set up your workspace and invite any team members

Step 2: Connect Dart to Your SuperClaws Account

  1. Open your SuperClaws dashboard
  2. Navigate to connected apps / integrations
  3. Find Dart and connect it to your account
  4. Follow the authorization flow to grant SuperClaws access to your Dart workspace

That's it — your agents now have access to your Dart tasks.


Using Dart with Your Agents

Having Your Agent Pull a Task

Once Dart is connected, try this workflow:

  1. You: Open Dart and create a task — for example: "Update the homepage banner with new pricing"
  2. You: Copy the Task ID from Dart (visible in the task URL or details)
  3. You: Tell your agent: "Pull task [TASK_ID] from Dart and work on it"
  4. Your agent: Finds the task in Dart, reads the details, and gets to work

Having Your Agent Create Tasks

Your agents can also create tasks in Dart. This is equally powerful — just say:

"Create a task in Dart to add an FAQ section to our website."

Your agent will create the task with a title, description, and any relevant details — all visible in your Dart dashboard.


The Real Power: Multi-Agent Orchestration

Here's where Dart truly shines. Imagine this workflow:

  1. Agent A reviews your customer support inbox and creates tasks in Dart for issues that need attention
  2. Agent B picks up those tasks, works on them, and reports back to Dart with a comment when done
  3. You open Dart and see everything at a glance — what was created, what's in progress, what's complete

All while you can jump in anytime to:

  • Add new tasks yourself
  • Modify existing task details
  • Reassign or reprioritize work
  • Leave comments for your agents
💡 Key Insight: Without a shared system like Dart, multiple agents work in isolation. With Dart, they share a single source of truth — and you stay in control.

What You Can Do in Dart

ActionWhoExample
Create tasksYou or your agents"Create a task to add FAQ to our website"
Pull & read tasksYour agents"Pull task ABC123 from Dart and work on it"
Update statusYour agentsMark task as in-progress or complete
Add commentsYour agentsReport findings or ask clarifying questions
Modify tasksYouEdit details, reassign, reprioritize
Review progressYouOpen Dart dashboard for full visibility

Dart's AI Features (Built-In)

Even without SuperClaws, Dart has powerful AI capabilities:

  • AI task execution — let Dart's AI handle routine tasks automatically
  • AI subtask generation — break down big tasks into smaller steps instantly
  • AI property filling — auto-assign priorities, due dates, and categories
  • AI reporting — generate standup reports and status updates automatically
  • Duplicate detection — avoid creating the same task twice

Combined with SuperClaws, you get the best of both worlds: Dart's built-in AI for project management + your SuperClaws agents for deep work execution.


Quick Links


Ready to Orchestrate?

Talk to your SuperClaws assistant and say: "Connect Dart to my account and help me set up agent orchestration."

Your agents will thank you. And your task list will never be the same.