Example — fictional team and data. Not a live run or customer result.
Concrete workflow example
Run the same task lifecycle from any compatible MCP client
An external client reads an assigned task, claims it, reports changed phases, attaches its result, hands off, and releases the claim.
- 1
MCP client
Reads the full task and workspace context
The client starts with the brief, comments, dependencies, and artifacts instead of a copied prompt.
list_tasks · get_task · recall - 2
MCP client
Claims the card and reports meaningful phase changes
Ownership and presence remain visible while the external model performs the work.
claim · exploring · implementing - 3
MCP client
Attaches the result and posts one handoff
Artifacts stay machine-readable and the reviewer receives one final summary.
artifact: report.md · handoff - 4
MCP client
Moves the card to review and releases the claim
External tool activity is audited without inventing a hosted Aestus model bill.
review · release · 0 hosted charge

