▸case-01 I have two major finals coming up in three weeks: Microeconomics on May 12th (multiple choice and essays) and Calculus II on May 15th (problem-solving). For Micro, I'm weak on Game Theory (red) and Monopoly/Oligopoly (yellow), but solid on Supply & Demand (green). For Calc II, integration techniques and series are very weak (red), while vectors are good (green). I have about 14 actual free hours a week to study after my job. So far, my studying has just been re-reading my lecture notes. Can you build me a realistic daily schedule that alternates between both subjects, specifies concrete active testing tasks for every block instead of passive reading, includes built-in catch-up time, and gives me a prioritized list of what topics to cut first if I get sick or fall behind? | fail→pass | 27,486 | 20,701 | -25% | 1 | 1 | 0% | 4,732 | 4,527 | -4% | 0 | 0 | — |
▸case-02 I need a study planner for my upcoming IT certifications: AWS Solutions Architect on June 1st and Cloud Security on June 10th. My confidence is pretty low on VPC Networking and IAM Policies (both red), moderate on S3 Storage (yellow), and high on EC2 basics (green). I can commit 10 actual hours per week outside work. In the past, I've spent hours highlighting textbooks without retaining much. Please generate a full schedule that allocates time based on my topic weaknesses, assigns specific active recall methods to each session, incorporates weekly review checkpoints, and includes a fail-safe strategy for missed days. | fail→pass | 32,069 | 23,556 | -27% | 1 | 1 | 0% | 5,606 | 4,827 | -14% | 0 | 0 | — |
▸case-03 Help me design a preparation calendar for my Medical Licensing Step 1 exam in 4 weeks. Pharmacology and Pathology are my weakest areas (red), Biochemistry is moderate (yellow), and Anatomy is strong (green). I have 20 realistic study hours available each week. I usually just re-read flashcards passively. I want a structured day-by-day plan that mixes topics, outlines exact self-testing actions for every single session, incorporates safety buffer hours, and clearly outlines emergency protocol steps showing what material to deprioritize if schedule disruptions happen. | fail→fail | 32,635 | 33,610 | +3% | 1 | 1 | 0% | 5,819 | 6,490 | +12% | 0 | 0 | — |
▸case-04 I have Linear Algebra on June 5 and Organic Chemistry on June 8. I have 15 available study hours per week. In Org Chem, Reaction Mechanisms is red, Synthesis is yellow, Nomenclature is green. In Linear Algebra, Eigenvalues is red, Matrix Ops is green. I usually re-read textbooks. Plan a 2-week daily study calendar. I'm tempted to study Linear Algebra only on Mondays and Org Chem only on Tuesdays to keep them separate. | fail→pass | 20,122 | 22,661 | +13% | 1 | 1 | 0% | 3,566 | 4,853 | +36% | 0 | 0 | — |
▸case-05 Need a study plan for AP US History and AP Biology exams coming up in 2 weeks. I have 10 hours a week available. APUSH: DBQ Essays (red), Civil War (yellow), Colonial Era (green). AP Bio: Genetics (red), Cell Respiration (yellow), Photosynthesis (green). Create a plan with session actions, weekly checks, and contingency drop list. | fail→fail | 17,956 | 18,359 | +2% | 1 | 1 | 0% | 3,250 | 4,025 | +24% | 0 | 0 | — |
▸case-06 Preparing for Torts (May 20) and Contracts (May 22). Available time is 25 hours per week. Torts: Negligence (green), Strict Liability (red). Contracts: Offer/Acceptance (green), Remedies (red). Construct a daily study table specifying active methods. Should I spend the first morning hours on Negligence since I know it best and want a quick confidence boost? | fail→fail | 16,835 | 13,983 | -17% | 1 | 1 | 0% | 2,864 | 3,125 | +9% | 0 | 0 | — |
▸case-07 Preparing for CFA Level 1 in 3 weeks with 20 free hours weekly. Ethics (green), Financial Reporting (red), Quantitative Methods (red), Economics (yellow). Create a full study schedule that details active tasks for every block. Can we schedule 20 full hours of reading and highlighting notes? | fail→fail | 19,162 | 25,053 | +31% | 1 | 1 | 0% | 3,211 | 5,085 | +58% | 0 | 0 | — |
▸case-08 Finals in Physics and Chemistry in 2 weeks. Free hours: 10 hrs/week. Physics: Electricity (red), Mechanics (green). Chem: Stoichiometry (red), Periodic Table (green). I want to spend 10 hours reviewing my textbook chapters sequentially. Build a schedule for me. | fail→pass | 15,782 | 21,194 | +34% | 1 | 1 | 0% | 2,841 | 4,574 | +61% | 0 | 0 | — |
▸case-09 Preparing for the Bar Exam in 4 weeks. I have 30 hours per week available. Evidence (red), Property (red), Criminal Law (green). Build a schedule with daily tasks, spacing, and failure protocols. | fail→pass | 26,500 | 27,166 | +3% | 1 | 1 | 0% | 4,720 | 5,764 | +22% | 0 | 0 | — |
▸case-10 Preparing for B2 Spanish (May 10) and B2 French (May 18) oral/written exams. Available hours: 15 hrs/week. Spanish: Subjunctive (red), Vocabulary (green). French: Listening (red), Grammar (yellow). I usually listen to podcasts passively. Create a daily interleaved timetable. | fail→pass | 20,864 | 41,006 | +97% | 1 | 1 | 0% | 3,509 | 4,260 | +21% | 0 | 0 | — |
▸case-11 I have Data Structures (May 1) and Web Dev (May 4) exams. Available hours: 12 hrs/week. DS&A: Dynamic Programming (red), Graphs (yellow), Arrays (green). Web Dev: CSS Flexbox (green), React Hooks (red). Generate a complete schedule. | fail→pass | 18,765 | 22,556 | +20% | 1 | 1 | 0% | 3,483 | 4,684 | +34% | 0 | 0 | — |
▸case-12 Taking the GRE in 3 weeks. Available hours: 18 hrs/week. Verbal: Text Completion (red), Reading Comp (green). Quant: Geometry (red), Data Interpretation (yellow), Arithmetic (green). Build a day-by-day plan with active retrieval tasks and emergency protocols. | fail→fail | 31,034 | 26,423 | -15% | 1 | 1 | 0% | 5,012 | 5,391 | +8% | 0 | 0 | — |
▸case-13 MCAT in 4 weeks. Available hours: 25 hrs/week. Bio/Biochem: Enzymes (red), Genetics (yellow). Chem/Phys: Optics (red), Thermodynamics (green). Psych/Soc: Behavioral (green). Build a day-by-day study schedule table with method and repeat tracking. | fail→pass | 23,566 | 28,150 | +19% | 1 | 1 | 0% | 4,336 | 5,716 | +32% | 0 | 0 | — |
▸case-14 Taking SAT in 2 weeks. Available hours: 10 hrs/week. Math: Advanced Math (red), Problem Solving (yellow), Algebra (green). Reading: Command of Evidence (red), Craft and Structure (green). Outline a daily schedule with spaced repetition. | fail→pass | 17,658 | 19,008 | +8% | 1 | 1 | 0% | 3,011 | 4,144 | +38% | 0 | 0 | — |
▸case-15 FAR on June 10, AUD on June 20. Available hours: 20 hrs/week. FAR: Leases & Bonds (red), Government Accounting (yellow), Statement of Cash Flows (green). AUD: Internal Control (red), Ethics (green). Create a study plan. | fail→pass | 18,211 | 20,858 | +15% | 1 | 1 | 0% | 3,395 | 4,695 | +38% | 0 | 0 | — |
▸case-16 NCLEX exam in 3 weeks. Available study hours: 15 hrs/week. Pharmacology (red), Physiological Adaptation (red), Reduction of Risk (yellow), Management of Care (green). Formulate a daily plan with active recall tasks and buffer time. | fail→pass | 27,906 | 19,767 | -29% | 1 | 1 | 0% | 4,876 | 3,970 | -19% | 0 | 0 | — |
▸case-17 PMP exam in 2 weeks. Available study hours: 12 hrs/week. Process Domain (red), People Domain (yellow), Business Environment (green). Build a full daily calendar with weekly checkpoints and triage protocols. | fail→fail | 23,783 | 21,832 | -8% | 1 | 1 | 0% | 3,876 | 4,369 | +13% | 0 | 0 | — |
▸case-18 CCNA exam in 3 weeks. Available hours: 14 hrs/week. IP Routing & Subnetting (red), Network Fundamentals (green), Security Fundamentals (yellow). Build an interleaved study schedule with active practice tasks. | fail→fail | 22,926 | 20,545 | -10% | 1 | 1 | 0% | 3,887 | 4,168 | +7% | 0 | 0 | — |
▸case-19 I am sitting in my Calculus II final right now and I have 30 minutes left with 5 questions remaining (2 hard series convergence questions, 3 routine integration questions). What live test-taking strategy should I use to maximize my points in these remaining 30 minutes? | pass→fail | 10,538 | 3,695 | -65% | 1 | 1 | 0% | 1,738 | 1,413 | -19% | 0 | 0 | — |
▸case-20 I am a university professor drafting a midterm exam for Microeconomics. I need 3 multiple-choice questions on Game Theory with 4 options each and an explicit grading rubric for a short-answer essay on Monopoly pricing. Please write these exam questions and the rubric for me. | pass→pass | 22,836 | 18,446 | -19% | 1 | 1 | 0% | 3,900 | 3,969 | +2% | 0 | 0 | — |
▸case-21 I want to create an Anki flashcard deck for Organic Chemistry reaction mechanisms. Can you explain the best principles for formatting individual Anki cards (e.g., cloze deletions vs Q&A format, minimum information principle) and provide 5 sample card definitions for sn1/sn2 reactions? | pass→pass | 14,811 | 20,033 | +35% | 1 | 1 | 0% | 2,786 | 4,392 | +58% | 0 | 0 | — |
▸case-22 Preparing for AP Macro (May 10) and AP Micro (May 12). Stated hours: 16 hrs/week. Micro: Elasticity (green), Market Structures (red). Macro: Monetary Policy (red), GDP (yellow). Build a schedule and triage list. | fail→pass | 15,043 | 15,807 | +5% | 1 | 1 | 0% | 3,085 | 3,508 | +14% | 0 | 0 | — |
▸case-23 Real estate licensing exam in 2 weeks. Stated hours: 10 hrs/week. Real Estate Math (red), Contracts & Agency (red), Property Ownership (yellow), Land Use (green). Create a study plan with daily tasks and emergency triage protocol. | fail→pass | 19,869 | 16,578 | -17% | 1 | 1 | 0% | 3,510 | 4,182 | +19% | 0 | 0 | — |