▸case-01 I've got so many things piling up today—finishing the Q3 deck, replying to my boss's email about budget cuts, taking the car to the shop, paying the electric bill, and prepping for tomorrow's demo. My energy is pretty low and I just need to get moving on something. Please take this messy list, order it for me, but only give me the single tiny first action to do right now and keep the rest out of sight until I tell you I'm finished. | fail→pass | 10,949 | 13,641 | +25% | 1 | 1 | 0% | 973 | 1,884 | +94% | 0 | 0 | — |
▸case-02 My brain is completely jammed with stuff I need to get done: study for organic chemistry, laundry, refilling my prescription, writing the intro for my history paper by midnight, and buying groceries. I have about medium energy and want to make real progress today. Can you take all of this, structure it, but hand me just one concrete immediate step with a quick time estimate, while setting aside the remaining items until I complete the first one? | fail→pass | 16,362 | 24,011 | +47% | 1 | 1 | 0% | 1,581 | 1,950 | +23% | 0 | 0 | — |
▸case-03 I am drowning in moving tasks—boxing up the kitchen, calling the utility companies, scheduling the movers, buying packing tape, and cleaning out the garage. Hard deadline is Friday. I just want to get started without feeling paralyzed. Please log my pile, sort it out, but only show me one quick first task to tackle right now. Hide all the other to-dos until I check back in and say it's done. | fail→pass | 12,810 | 16,078 | +26% | 1 | 1 | 0% | 1,206 | 2,141 | +78% | 0 | 0 | — |
▸case-04 I just woke up feeling completely bogged down by today's workload: water the plants, review pull request #402, text mom back, draft the weekly newsletter, and clean the cat litter box. I am running on low energy. Organize these for me and give me just the single physical starting move with a time estimate, leaving the rest off stage. | fail→pass | 7,164 | 11,835 | +65% | 1 | 1 | 0% | 1,034 | 1,911 | +85% | 0 | 0 | — |
▸case-05 My desktop is filled with open windows and tasks: submitting expense report for March, filing invoice 902, booking flight for April conference, and emailing HR about benefits. I need to move forward now. Please capture everything, order it, show me only the first small task, and keep the remaining items out of sight. | fail→pass | 9,912 | 11,630 | +17% | 1 | 1 | 0% | 790 | 1,882 | +138% | 0 | 0 | — |
▸case-06 I have three finals next week: calculus derivatives, physics kinematics, and computer science algorithms. I also need to return library books today. I have high energy but feel paralyzed on where to begin. Capture my tasks, sort them by hard deadline, and give me only the single starting step with how long it takes. | fail→fail | 10,802 | 11,045 | +2% | 1 | 1 | 0% | 969 | 1,820 | +88% | 0 | 0 | — |
▸case-07 I have five open tickets assigned to me today: fix login memory leak, patch CSS button alignment on checkout, update documentation for API v2, run regression tests, and reply to client ticket #881. I have medium energy. Put my task dump in order, give me just the single initial physical action, and do not list the rest of the tickets yet. | fail→pass | 11,644 | 12,726 | +9% | 1 | 1 | 0% | 1,030 | 2,050 | +99% | 0 | 0 | — |
▸case-08 I am managing three freelance clients right now: Acme Corp design tweaks, Beta Inc contract revision, and Gamma Co site migration. Plus I need to send out invoices for last month. My energy is okay, but I feel paralyzed. Organize my pile and give me just one small task to do right now, withholding the rest. | fail→pass | 11,484 | 7,783 | -32% | 1 | 1 | 0% | 971 | 1,766 | +82% | 0 | 0 | — |
▸case-21 Please construct a complete Work Breakdown Structure (WBS) and multi-phase Gantt chart schedule for migrating a enterprise database to AWS. I need all phases, milestones, dependencies, and assigned roles fully listed in a comprehensive table for executive management. | pass→fail | 45,415 | 27,550 | -39% | 1 | 1 | 0% | 8,238 | 4,730 | -43% | 0 | 0 | — |
▸case-09 My apartment is a mess: dishes in sink, dirty laundry on floor, dusty bookshelves, unmade bed, and overflowing trash can. I have low energy. Please group and order these, but present only the single easiest initial action along with an estimated time, keeping everything else hidden. | fail→fail | 11,409 | 12,442 | +9% | 1 | 1 | 0% | 875 | 1,917 | +119% | 0 | 0 | — |
▸case-10 I need to get my taxes done: gather 1099 forms, calculate home office deductions, find charitable donation receipts, and upload documents to accountant portal. Deadline is tomorrow. Convert this pile into an ordered structure and reveal only the single first physical step to take now. | fail→pass | 11,039 | 11,480 | +4% | 1 | 1 | 0% | 935 | 1,853 | +98% | 0 | 0 | — |
▸case-11 I am renovating my bathroom: ordering tile samples, measuring shower enclosure, calling plumber for quote, and selecting paint colors. My energy is okay. Take this messy list, order it logically, and hand me just one concrete step with a time estimate, keeping the rest parked. | pass→pass | 10,834 | 11,990 | +11% | 1 | 1 | 0% | 862 | 1,900 | +120% | 0 | 0 | — |
▸case-12 Spring is here and I need to prep the garden: weed the vegetable bed, buy potting soil, prune apple trees, and fix hose leak. I have high energy. Organize this dump, state the sorting logic, give me only the single starting task, and hide the rest. | fail→pass | 8,586 | 11,416 | +33% | 1 | 1 | 0% | 1,107 | 1,934 | +75% | 0 | 0 | — |
▸case-13 My car needs work: oil change appointment, tire pressure check, windshield wiper replacement, and interior vacuuming. Energy is low. Order these tasks, output the single immediate thing to do with time estimate, and leave the other items unlisted for now. | fail→pass | 7,910 | 13,296 | +68% | 1 | 1 | 0% | 458 | 2,149 | +369% | 0 | 0 | — |
▸case-14 I am planning a birthday party for Saturday: confirm guest headcount, order birthday cake, buy decorations, and create music playlist. Hard deadline is Saturday. Please log this dump, pick one simple ordering rule, give me just the single first action, and hide the rest. | fail→pass | 10,567 | 10,858 | +3% | 1 | 1 | 0% | 865 | 1,811 | +109% | 0 | 0 | — |
▸case-15 I need to find a new job: update LinkedIn profile, tailor resume for Senior Dev role, reach out to 3 former colleagues, and draft cover letter for Acme Corp. My energy is low. Structure this list, state your ordering rule, and present only the single tiny starting action with duration. | fail→pass | 15,703 | 13,856 | -12% | 1 | 1 | 0% | 1,722 | 2,145 | +25% | 0 | 0 | — |
▸case-16 I am working on my thesis: downloading recent IEEE papers, re-running Python benchmark script, writing literature review chapter, and emailing advisor about committee members. Energy is medium. Process this task dump, reveal only the single immediate step, and keep the others parked. | fail→pass | 5,602 | 11,066 | +98% | 1 | 1 | 0% | 834 | 1,823 | +119% | 0 | 0 | — |
▸case-22 Here is my fixed schedule for tomorrow: 9 AM sync meeting, 11 AM client demo, 2 PM team retrospective, 4 PM 1-on-1 with manager. I need a complete hour-by-hour timeboxed calendar outline for my entire day from 8 AM to 5 PM showing where to fit focused work blocks. | pass→pass | 13,533 | 20,677 | +53% | 1 | 1 | 0% | 1,553 | 3,760 | +142% | 0 | 0 | — |
▸case-17 I have holiday shopping to finish: buy gift card for teacher, wrap sibling presents, order online electronics deal before midnight, and send holiday cards. Deadline midnight for online deal. Log the tasks, order them, hand me only the single first physical action, and hide the rest. | fail→pass | 12,777 | 13,248 | +4% | 1 | 1 | 0% | 1,298 | 1,708 | +32% | 0 | 0 | — |
▸case-18 I want to reboot my health routine: meal prep chicken and rice, schedule annual physical, buy new running shoes, and clean water bottle. My energy is low today. Organize these, show me only the single easiest start item with estimated time, and keep the rest off screen. | fail→pass | 8,954 | 11,505 | +28% | 1 | 1 | 0% | 503 | 1,681 | +234% | 0 | 0 | — |
▸case-19 Taking care of my new dog is overwhelming: trim dog nails, buy puppy food at pet store, schedule vet vaccination appointment, and wash dog bed. Energy is medium. Please capture my pile, order it, show me only one immediate action step with duration, and hide the rest. | pass→pass | 12,460 | 10,663 | -14% | 1 | 1 | 0% | 1,195 | 1,828 | +53% | 0 | 0 | — |
▸case-20 I want to design a comprehensive Getting Things Done (GTD) productivity architecture for my entire year. Can you outline the complete 5-stage workflow (Capture, Clarify, Organize, Reflect, Engage), explain how to configure weekly review habits, and detail folder structures for reference archives? | pass→fail | 48,182 | 25,755 | -47% | 1 | 1 | 0% | 6,910 | 3,716 | -46% | 0 | 0 | — |