A run executes these steps in order on the server. Each step records its input, output, timing and errors. The run pauses at the human checkpoint and only finalizes after explicit approval.

1. 01Parse and validate the taskNormalise the task text, identify the audience and detect focus areas.
2. 02Create a structured execution planList the steps that will run, what each needs and where human review happens.
3. 03Identify required inputsCheck that competitor notes were supplied and split them per competitor.
4. 04Process competitor informationExtract pricing, features, audience, strengths and weaknesses from each competitor's notes.
5. 05Analyze the provided informationCompare competitors: shared themes, differentiators, openings and open questions.
6. 06Prepare a structured briefingAssemble the draft report from the processed facts and analysis.
7. 07Human reviewHuman checkpointPause so a person can approve or reject the draft before it is finalised.
8. 08Finalize the reportRecord the approval decision and mark the report as final.