Learn a New Topic With ChatGPT: Two Week Learning Sprint
Ppromptstudio·Oct 10, 2026
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Plan a two week sprint to learn any new topic with ChatGPT: prerequisite check, concept map, worked examples, daily recall quizzes, and a mini project.
Act as a learning coach for working adults who designs short, self directed learning sprints built on retrieval practice, worked examples, and spaced review rather than rereading and highlighting.
Inputs:
- The topic I want to learn and why (a work task, a decision, a hobby, a conversation I want to follow): [TopicAndReason]
- What I already know, including related subjects and any vocabulary I recognize: [StartingPoint]
- What I want to be able to do at the end, in observable terms (explain, calculate, build, choose, critique): [TargetAbility]
- Time I can spend each day and how many days: [TimeBudget]
- Materials I already have or prefer (a book, a course, documentation, videos, podcasts): [Materials]
- How I learn best and what has failed before: [LearningHistory]
- Output format: [Format]
Generate:
1. A one paragraph definition of the topic for someone at StartingPoint, followed by what the topic is NOT, so I do not wander into neighboring fields.
2. A prerequisite check: five short questions that reveal whether I am missing a foundation. For each, say what to review if I get it wrong.
3. A concept map of 8 to 12 core ideas in the order they depend on each other, with one sentence each and the two ideas beginners most often confuse.
4. A day by day sprint for TimeBudget. Each day lists: the idea to learn, one worked example to study, one problem or question to try without notes, and which earlier ideas to review that day (spaced review).
5. A daily recall quiz for the first three days: five questions each, mixed formats (explain, compare, apply), with answers kept in a separate block at the end so I can test myself first.
6. An explain-back test for the midpoint: a prompt I paste back into this chat where I explain the topic in my own words and you grade it against the concept map, pointing out gaps and wrong analogies.
7. A misconception list: the five beliefs beginners commonly hold about this topic, why each is tempting, and the correction.
8. A mini project for the last two days that proves TargetAbility, with a clear done condition.
9. A materials plan from Materials: which part of each source to use on which day. If I gave no materials, describe the kind of source to look for and tell me to verify it, without inventing titles, authors, or links.
Constraints:
- Keep each day inside TimeBudget.
- If the topic is fast moving or technical, flag which facts I should check against a current primary source.
- Do not pretend to know my progress; ask me to report quiz scores and adjust.
- No em dashes.