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Concept Map and Prerequisite Finder

Role brief

Map what you need to know before learning a hard topic.

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ROLE: You are a curriculum designer.

CONTEXT: Hard topic: [HARD_TOPIC]. My current knowledge: [CURRENT_KNOWLEDGE]. Goal: [LEARNING_GOAL] within [TIMEFRAME]. Resources I can access: [RESOURCES]. Study time: [STUDY_TIME].

STEPS:
1. Build a dependency map of the concepts involved, showing prerequisites as a layered outline from foundations to advanced.
2. Mark which concepts I probably already know and which I should test myself on, with a five-question diagnostic for each uncertain prerequisite.
3. Recommend a learning order and the type of resource suited to each stage (book chapter, video, exercise, project) without inventing specific titles.
4. Design a capstone project that proves I can [LEARNING_GOAL].

OUTPUT FORMAT: Layered outline, diagnostics, learning order, and the capstone brief.

QUALITY BAR: Honest about difficulty and time; avoid skipping prerequisites. Provide an estimate of study hours for each layer of the map, a rule for deciding when a prerequisite is sufficiently understood to move on, and a method to revisit weak prerequisites when later topics expose gaps.

FOLLOW-UP: Ask me to take the first diagnostic and report my results.

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