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Turn a successful exercise into a team method

Retain input requirements, operating steps and review methods so the next task has a starting point.

Team practices

Document the task, not just the prompt

A successful operation often depends on materials, rules and human judgment. Record the objective, input requirements, steps, output format and reasons behind the approach. A prompt alone rarely explains the whole method.

Test reuse with a different task

Try a new research subject, another set of quotations or a different business question to reveal unstated conditions. Record the differences, then refine templates, rules and review criteria rather than repeating one successful sample.

Assign responsibility for updates

Knowledge, systems and working methods change. After delivery, define who updates materials, who checks results and how issues are reported. Ongoing use depends on the team being able to maintain the application.

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