Task by Task · Free local practice

Turn one AI task into a useful review checklist

Authored task-specific teaching checks, not a quality certification. This example runs locally; files selected here stay in browser memory.

Choose checks that fit the job

Ask for evidence, a failure example and a correction route for this task. Do not use the same generic accuracy checklist for every output.

Take the technique to your next job

Create a short review checklist for [specific AI task/output]. Use these source rules and likely failure modes. For each check, state what to inspect, the independent evidence, an example of failure, the stop or correction action and what would count as a checked result. Prioritise checks that affect this output's use. Do not add generic confidence scores or declare quality from the assistant's own assurance. Keep advanced checks optional where they are not needed for the first job.

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