Let Me
Break It Down
Map the collaboration. Generate the implementation brief.
Describe component-to-component behavior in sequence-diagram form, annotate constraints, and turn it into Markdown instructions for coding agents.
sequenceDiagram
Client->>API Gateway: POST /checkout
API Gateway-->>Orders: createOrder() [async]
Orders-->>API Gateway: {orderId, status}
API Gateway-->>Client: 200 OK
```
What it does
Everything an AI-agent
handoff needs
Not a universal diagram app. This is purpose-built for sequence-style collaboration maps that become actionable implementation instructions.
Sequence-first collaboration canvas
Model how components collaborate step by step: participants, calls, responses, and message types in classic sequence-diagram fashion.
visual sequencingComponent library from real repos
Import components from Bitbucket or CSV, group them by workspace, and plan with the same service names your codebase actually uses.
bitbucket + csvGuardrails on components and messages
Attach Do's, Don'ts, and "DO NOT MODIFY" notes directly in the flow so implementation constraints stay visible at the exact step they apply.
implementation constraintsMarkdown instructions for coding agents
Generate structured Markdown from the diagram so AI agents can build or modify implementation with sequence context and explicit guardrails.
agent-ready markdownShared plans for teams
Keep diagrams, team workspaces, and component libraries aligned so architecture intent survives handoff from planning to coding.
shared diagramsInteroperable outputs
Copy Markdown instructions or export Mermaid, PNG, and JSON so both humans and agents can use the same plan in their own tools.
markdown · mermaid · png · jsonWorkflow
From architecture intent
to agent execution
Load your components
Import from Bitbucket or CSV so the map starts from real services instead of placeholders.
Map the collaboration
Describe call order, sync/async behavior, and participant interactions in sequence-diagram style.
Annotate guardrails
Add Do's, Don'ts, and immutable boundaries exactly where they matter in the flow.
Generate agent markdown
Produce implementation-ready Markdown to brief AI agents, and share visual exports for team review.
Outputs