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Aristo

Learn

Eight short lessons on the parts of a strong prompt, from the goal to prompting reasoning models. Each has worked examples and exercises scored with the same rubric as your prompts.

  1. 1Goal and success criteria6 minutes

    Say what success looks like

    State the outcome you want and how you will judge it, so the model aims at something you can check.

  2. 2Context and inputs6 minutes

    Give the model what it cannot know

    Supply the facts, material and situation the task depends on, clearly separated from your instructions.

  3. 3Audience and purpose of use6 minutes

    Write for someone

    Say who will read the output and what they will do with it, so the level, emphasis and tone follow.

  4. 4Constraints and boundaries6 minutesPro

    Draw the boundaries

    Set the scope, the must and must-not, the sources and what to do when unsure, and say which rule wins when they clash.

  5. 5Task instructions6 minutesPro

    Say what to do, in order

    Turn a tangle of requests into clear, ordered steps, with the reason for the order, a stopping point and a plan for a step that fails.

  6. 6Output contract6 minutesPro

    Agree the shape of the answer

    Specify the format, structure, length, language and tone of the result, and use a schema when a program will read it.

  7. 7Examples and references6 minutesPro

    Show as well as tell

    When words cannot pin down the format or judgement you want, give a few varied, delimited examples, including a hard case.

  8. 8Model fit and hygiene7 minutesPro

    Prompting reasoning models in 2026

    Current models reason for themselves: set the effort instead of asking for step-by-step thinking, write calmly, put long material first, explain why, and use structured outputs instead of prefill.