The unit of work with Claude Code is the session, not the prompt. Most of the tuning people put into phrasing is spent on the wrong layer.
What actually moves the hit rate is a fixed daily loop. Start by getting oriented in the repo: what changed, what is broken, where the task lives. Then bound the task so the agent knows what done looks like and what it should not touch. Ship one small change. Review the diff together with the validation evidence, meaning the tests that ran, the command output, the thing you checked by hand. Finally, write down one lesson the next session can reuse, somewhere the agent reads when it starts.
That last step is the one that compounds. Each session starts a little less cold than the one before, and the mistakes you corrected yesterday stop coming back.
Once that loop exists, prompt wording barely matters. A plain request inside a good workflow beats a clever prompt inside a messy one, because the workflow decides whether a bad change gets caught before it lands.
So if your results feel random, look at how your sessions are shaped before you rewrite another prompt.
Full breakdown (friend link):
https://pub.towardsai.net/the-daily-claude-code-habits-that-make-the-biggest-difference-eece71d00f3e?sk=8e3a080afc8c42fc7d7861cd255c9950
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