Turns a long successful AI agentAn AI system that doesn't just answer once but works toward a goal in a loop — taking actions, reading the results, and deciding what to do next.Full definition → session into a reusable slash-command procedure, so recurring tasks like PR review or weekly dashboards run in one command with built-in verification.
Key takeaways · AI-distilled
Nick Baumann turned a 30-minute Streamlit growth-dashboard session into /weekly-dashboard.md by asking Cline to generate a workflow from that conversation; it now requests the data and computes week-over-week comparisons.
An invoked workflow becomes a todo list in Cline's Focus Chain and runs step by step with verification, so the file works as an executable procedure rather than documentation.
A YC founder Baumann spoke with keeps over 20 task-family workflows, such as bug-class-auth.md and migration-postgres.md, each with domain validation and acceptance criteria, and pairs them with narrow MCPs like read-only database access.
Terms in this piece · Glossary
slash command — A named, reusable prompt invoked with a leading slash, turning a workflow you repeat into one word you type.
AI agent — An AI system that doesn't just answer once but works toward a goal in a loop — taking actions, reading the results, and deciding what to do next.
