Turn a Weekly Chore Into a Repeatable Agent Workflow
Choose a repeatable Claude Code pattern for a recurring task by separating retrieval, execution, and quality review.
The repeat task Release notes are recreated from scratch every Tuesday even though the inputs and checklist are mostly stable. A prompt that feels okay once can be a weekly source of omission and drift. Decision path Stabilize inputs -> Specialize worker -> Add critique loop Recurring tasks get better when you standardize retrieval, not just phrasing. Shortcut Keep tweaking a long prompt every week. The agent stops improvising structure and starts executing a known lane. The more often a task repeats, the more its workflow should be explicit. 01 Inputs 02 Worker 03 Quality loop Step 1 Release notes…
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