Playbook 2 of 3
Outlining and Exam Prep
A semester of notes has to become an outline you can actually use under exam-room time pressure. This playbook is not about having AI write that outline for you. It's about using AI to stress-test the outline you wrote, spot the gaps before your professor does, and drill the writing speed exams actually demand. Seven copy-paste prompts, a worked example for each, and the honest reason you should never skip writing the outline yourself.
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This playbook covers the back half of the semester: the point where your notes need to turn into something you can study from and write from in a timed room. The seven prompts below move through that process in order: build the outline's structure, build an issue-spotting checklist, generate practice hypotheticals, stress-test the outline for gaps, condense it into a one-page attack sheet, drill IRAC answers under a word cap, and get a doctrine explained until it finally clicks.
Two things to know before you start using these. Every worked example below is representative, meant to show the shape of a good answer, not a transcript pulled from a single AI tool; what you get back will read differently. And none of these prompts need a paid product. Paste them into any general-purpose AI assistant, free or paid, and fill in the brackets with your own subject and notes.
- Prompt 1: Convert Notes into a Hierarchical Outline
- Prompt 2: Build an Issue-Spotting Checklist
- Prompt 3: Generate Practice Hypotheticals
- Prompt 4: Stress-Test an Outline for Gaps
- Prompt 5: Turn an Outline into a One-Page Attack Sheet
- Prompt 6: Practice IRAC Under a Word Cap
- Prompt 7: Explain a Doctrine Three Ways Until One Lands
Prompt 1
Convert Notes into a Hierarchical Outline
You are a law student's study partner. I am building an outline for [subject] from my class notes. Here are my notes from the semester: [paste 2-3 pages of raw class notes] Convert these into a hierarchical outline with: - Level 1: Main topics (e.g., Torts, Contracts) - Level 2: Subtopics (e.g., Negligence, Breach) - Level 3: Elements and rules (e.g., Duty, Breach, Causation, Damages) Use only concepts from my notes. Do not add outside material. Show the structure I should use for exam studying.
Copy and paste this prompt exactly:
Paste real notes, not a summary of your notes. The value of this prompt is organizing what you actually wrote down during the semester, not generating a generic outline for the subject.
Worked example. This is a representative response; yours will differ. A student converts a semester of Contracts notes.
Representative output:
Contracts
- Formation: Offer (definition, communication, termination), Acceptance (mirror image rule, mailbox rule), Consideration (bargained-for exchange, adequacy)
- Performance and Breach: Conditions precedent, Duty to perform, Material breach vs. non-material breach
- Remedies: Expectation damages, Reliance damages, Restitution damages
Verification: Check the output against your actual notes and your syllabus. Confirm nothing from your notes was dropped and nothing outside your notes was added. If a topic your professor covered is missing, that's a gap in your notes, not the outline.
Prompt 2
Build an Issue-Spotting Checklist
You are a law professor preparing exam questions on [subject]. Create an issue-spotting checklist for [specific topic, e.g., "negligence"] that lists: 1. Every element that must be shown 2. Every fact pattern that triggers that element 3. Every counter-argument or exception to watch for Format as a checklist: [ ] Element / fact pattern / exception. Keep it to one page.
Copy and paste this prompt exactly:
Run this per topic, not per subject. A checklist for all of Torts in one pass will be too shallow to use on an exam; a checklist for negligence alone will be specific enough to spot issues fast.
Worked example. This is a representative response; yours will differ. A student builds a negligence checklist.
Representative output:
Negligence Issue Spotting Checklist
- [ ] Duty: Did the defendant owe a legal duty to the plaintiff? (foreseeability; unforeseeable plaintiff, Palsgraf; professional vs. ordinary standard)
- [ ] Breach: Did the defendant fail to meet that duty? (reasonable person standard; industry custom as evidence, not proof; statute violation as evidence, not proof)
- [ ] Causation: Did the breach cause the injury? (but-for causation; proximate causation; intervening cause)
- [ ] Damages: Did the plaintiff suffer actual harm? (economic and non-economic damages; mitigation duty)
Verification: Compare the checklist against your casebook's treatment of the topic and your class discussion. Confirm every element your professor tested on past exams or emphasized in class appears somewhere on the list.
Prompt 3
Generate Practice Hypotheticals
You are a law professor writing an exam. Generate 2 practice hypotheticals on [topic]. Each hypothetical should: 1. Present facts that require spotting [specific issue, e.g., "whether a contract was formed"] 2. Include at least one fact that complicates the answer 3. Be 3-4 sentences long 4. Have a model answer outline (not the full answer, just the structure) Format: Hypothetical 1: [facts] Model answer outline: - Issue: [what legal question does this raise?] - Rule: [what law applies?] - Analysis: [what facts matter?] Hypothetical 2: [same format]
Copy and paste this prompt exactly:
Use this after you've built your outline and checklist, not before. The hypotheticals are a way to test whether your outline actually helps you spot the issue, not a way to learn the topic from scratch.
Worked example. This is a representative response; yours will differ. A student practices contract formation.
Representative output:
Hypothetical 1: Alice agrees to sell her car to Bob for $10,000. They shake hands but do not sign anything. Bob sends a text saying "I accept." Alice receives the text but does not reply. Two days later, Alice sells the car to Carol for $12,000. Bob sues for breach.
Model answer outline:
- Issue: Was a contract formed between Alice and Bob?
- Rule: A contract requires offer, acceptance, and consideration.
- Analysis: Whether Bob's text constituted acceptance, and whether Alice's silence affects formation.
Verification: Write your own full answer to the hypothetical before checking it against the model outline. If your answer misses an issue the outline flags, go back to your outline and see why you missed it.
Prompt 4
Stress-Test an Outline for Gaps
You are helping me stress-test my exam outline for [subject]. Here is my outline: [paste your outline] Review it and identify: 1. Concepts from the course that are missing 2. Elements or sub-rules that I may have skipped 3. Common fact patterns on the exam that my outline does not cover List only gaps. Do not rewrite the outline.
Copy and paste this prompt exactly:
This is the core check-your-own-work prompt in this playbook. Run it once your outline is far enough along to be worth stress-testing, not on a rough first draft.
Worked example. This is a representative response; yours will differ. A student stress-tests a negligence outline.
Representative output:
Gaps in your Negligence outline:
- Missing: Negligence per se (role of statutes)
- Missing: Comparative negligence (some states) vs. contributory negligence (other states)
- Missing: Vicarious liability (employer-employee)
- Your Damages section does not distinguish personal injury from property damage calculations
Verification: Check each flagged gap against your syllabus and casebook table of contents. Confirm it's a real topic your course covered, not something outside the scope of your class, before you add it to your outline.
Prompt 5
Turn an Outline into a One-Page Attack Sheet
You are condensing a law school outline into a one-page exam cheat sheet. My full outline: [paste your outline] Compress this into one page by: 1. Using abbreviations (D = defendant, P = plaintiff, etc.) 2. Using shorthand for rules (e.g., "Neg: D owes duty, D breaches, causation, damages") 3. Using a two-column layout (rules on left, fact patterns on right) 4. Highlighting the most-tested issues Keep this in outline form, not prose. This is for glancing at during an exam.
Copy and paste this prompt exactly:
Run this only after your full outline is finished and stress-tested. An attack sheet built from an incomplete outline just compresses the gaps along with everything else.
Worked example. This is a representative response; yours will differ. A student condenses a negligence outline.
Representative output:
NEGLIGENCE (one-page attack sheet)
Left column, rules: D owes duty to P? (foreseeability). D breached? (reasonable person std). Causation? (but-for + proximate). Damages? (economic + non-econ).
Right column, fact patterns: Unforeseeable plaintiff (Palsgraf exception)? Intervening cause breaks chain? Comparative negligence applies? Professional vs. ordinary standard?
Verification: Confirm nothing on your full outline got dropped in the compression. An attack sheet with a missing element is worse than no attack sheet, because you'll trust it under time pressure.
Prompt 6
Practice IRAC Under a Word Cap
You are practicing IRAC answers under time pressure. Hypothetical: [paste a fact pattern] Write an IRAC answer on [specific issue], in exactly 200 words, as if you were in an exam with 30 minutes to answer. Format: State the issue, state the rule, apply the rule to facts, conclude. Time yourself. 200 words means about 10 minutes to write.
Copy and paste this prompt exactly:
Time yourself against the same clock a real exam would give you. The point of this prompt isn't the model answer, it's training your own writing speed against a realistic word count.
Worked example. This is a representative response; yours will differ. The model returns a full 200-word IRAC answer on the hypothetical you supplied, structured issue, rule, analysis, conclusion, and timed to roughly 10 minutes of exam writing.
Verification: Write your own 200-word answer first, on the clock, before reading the model version. Compare structure, not just content. If your answer runs long or short, that's the thing to fix before the real exam.
Prompt 7
Explain a Doctrine Three Ways Until One Lands
You are tutoring a student who does not understand [specific doctrine, e.g., "promissory estoppel"]. Explain it in three different ways, each simple enough for someone who has never heard of it: Explanation 1: Using an everyday analogy Explanation 2: Using a step-by-step checklist Explanation 3: Using a court case as an example Which explanation helped you understand it best?
Copy and paste this prompt exactly:
Use this on the doctrine that isn't clicking, not on every topic in your outline. If your notes and casebook already make sense, you don't need three more explanations of something you understand.
Worked example. This is a representative response; yours will differ. A student asks for promissory estoppel explained three ways.
Representative output:
- Explanation 1 (analogy): Your friend promises to lend you $10,000 to buy a car. You rely on that promise and buy the car on credit. Your friend then refuses to lend the money. The law doesn't force your friend to hand over the cash, but it does stop your friend from walking away from the promise after you relied on it.
- Explanation 2 (checklist): One party makes a clear promise. The other party knows of it. The other party relies on it, doing something they would not have done otherwise. Enforcing the promise is the only fair result. Then the first party cannot back out.
- Explanation 3 (case): In Ricketts v. Scothorn, a grandfather promised his granddaughter $2,000 to stop working. She quit her job and relied on the promise. He died before paying it. The court enforced the promise even without a formal contract, because she had reasonably relied on it.
Verification: Pick the explanation that landed and test it against your casebook's statement of the rule. Confirm the analogy or case didn't simplify away an element the rule actually requires.
The honest part
What Building an Outline Teaches You
Building the outline yourself is where the learning happens. That's why this playbook positions AI as the tool that stress-tests your outline, not the one that writes it.
If AI generates your outline, you've skipped the synthesis, and the synthesis is where understanding happens. You're the one mapping which concepts connect, which rules override others, which fact patterns trigger which elements. That map is what you actually bring into the exam room. An outline you didn't build is a document you can read but not think with.
The safe sequence:
- Write your outline yourself, from your own notes.
- Use Prompt 2 (checklist) and Prompt 4 (stress test) to verify you didn't miss anything.
- Use Prompt 5 (attack sheet) to condense it, after the full version is done.
- Use Prompt 6 to practice writing exam answers against your outline, on the clock.
Do not use AI to generate the outline from scratch. Use it to check your own.
Keep going
Where to Go Next
Back to Legal AI for Law Students for the concepts this playbook builds on: Context Persistence, Prompt Anatomy, and The IRAC Prompt.
Two more playbooks: Case Briefing and Reading and Legal Writing and Citation.
Not sure how ready you are for finals yet? The student readiness scorecard is twelve questions, two minutes.
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