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Turn the spoken need into a clear brief.

Output : Intent brief

Human approval : You confirm the need and the people it should help.

Break the brief into steps and acceptance criteria.

Output : Acceptance criteria

Human approval : You set the priorities, limits and budget.

Check for missing access, tools and information.

Output : Access checklist

Human approval : You authorize access and resolve the blockers.

Sketch the workflow and its reversible choices.

Output : Workflow sketch

Human approval : You approve the workflow before construction.

Build the smallest workflow that meets the brief.

Output : First working draft

Human approval : You try the draft and point out the gaps.

Correct a gap, then compare both versions.

Output : Revised workflow draft

Human approval : You keep the correction or request another build.

Test the workflow, errors and edge cases.

Output : Test evidence

Human approval : You inspect the evidence and send failures back to build.

Have another agent examine the code and risks.

Output : Independent review notes

Human approval : You accept the review or request a correction.

Prepare a pilot and rollback plan before release.

Output : Pilot release plan

Human approval : You authorize release to the chosen audience.

Assess quality, time and full cost per accepted task.

Output : Evaluation summary

Human approval : You judge usefulness and choose what to improve.

Connect field feedback to the plan’s acceptance criteria.

Output : Feedback priorities

Human approval : You choose which feedback should reshape the plan.

Bring the lessons into the next spoken brief.

Output : Next cycle brief

Human approval : You start another cycle or choose to stop.