Use before merging agent-generated code — review a diff for correctness, security, and simplicity, and report findings ranked by severity.
Analyze requirements and map out components, roles, and dependencies.
Bulk-create tasks in Marblo MCP from the analysis results.
Check and respond to PM feedback left on the dashboard — a two-way communication channel.
Take over a task an agent failed and finish it yourself.
Pause work and take stock of the current state — use it when things get confusing or you need to change direction.
Write a project PRD (functional + non-functional + constraints + risks) and break it into 18-22 tasks (with model recommendations). A heavyweight planning step for thinking hard before writing code.
Batch-process repetitive work with the Ralph pattern, tracking each item as a ticket.