▸case-01 I've been playing electric guitar for three years, but for the past 8 months I've been stuck playing solos at around 120 bpm and haven't improved at all. Every day I spend an hour noodling over backing tracks with pentatonic riffs I already know well. I don't have a teacher or record my sessions—I just play by ear while practicing. I feel like my pinky finger speed and position switches are dragging me down. Could you analyze why I hit this wall and outline a breakthrough strategy? Please break down the root cause of my stagnation, the specific shift needed to move forward, a focused regimen targeting my bottleneck, ways I can get proper feedback on my playing, and realistic expectations for what this transition will feel like. | pass→pass | 24,412 | 22,487 | -8% | 1 | 1 | 0% | 3,337 | 3,659 | +10% | 0 | 0 | — |
▸case-02 I'm trying to figure out why my chess game has completely stalled. I've been stuck right around 1400 rating on Chess.com for nearly a year now. My routine is playing 10-minute rapid games online for about two hours every night, but I usually just skim the post-game summary score without studying my moves. My tactical calculation beyond three moves is pretty shaky, and my endgame technique is weak. Please give me a complete breakdown of why my rating progress stopped, what specific unlock will get me past this ceiling, a customized practice routine for my exact bottleneck, practical ways to fix my feedback loop, and what I should expect mentally as I try to push past this point. | pass→pass | 26,744 | 22,427 | -16% | 1 | 1 | 0% | 3,592 | 3,256 | -9% | 0 | 0 | — |
▸case-03 My Spanish learning has hit a wall after reaching B1 level half a year ago. Currently, my daily routine consists of doing 20 minutes of vocabulary drills on Duolingo every morning and watching Spanish TV shows with English subtitles in the evening. The only feedback I get is the app's automated right-and-wrong checks. I notice I struggle immensely with rapid past-tense verb conjugations and understanding native speakers when subtitles are off. I need a systematic diagnosis of why my learning flatlined. Please provide the primary reason for my stagnated progress, the exact change required to restart growth, an actionable training routine targeting my main weakness, better methods to evaluate my real-world performance, and honest guidance on what the adjustment process will feel like. | fail→pass | 19,327 | 21,242 | +10% | 1 | 1 | 0% | 2,712 | 3,027 | +12% | 0 | 0 | — |
▸case-04 I just bought my first keyboard today and have never played music before. Can you create a step-by-step month-by-month learning roadmap for absolute beginners starting from zero? | pass→pass | 29,240 | 32,183 | +10% | 1 | 1 | 0% | 3,238 | 4,688 | +45% | 0 | 0 | — |
▸case-05 I am experiencing sharp patellar tendon pain every time I run past 3 miles. Should I increase my stride rate or change my shoes to get through this? | pass→fail | 19,057 | 18,094 | -5% | 1 | 1 | 0% | 1,985 | 2,728 | +37% | 0 | 0 | — |
▸case-06 I am a high school student choosing between learning Mandarin Chinese or German for future international business careers. Which language offers better job market opportunities in 2025? | pass→pass | 20,590 | 28,340 | +38% | 1 | 1 | 0% | 2,540 | 3,936 | +55% | 0 | 0 | — |
▸case-07 I've been climbing V5 boulders at my gym for 9 months without advancing to V6. I climb 3 times a week, mostly repeating V4 and V5 problems I enjoy. I don't record my attempts or have a coach, but I struggle on small crimp holds and overhang footcuts. I'm tempted to just climb V5s for 4 hours instead of 2. Analyze why my climbing progression stopped, the key shift needed, a bottleneck training plan, feedback methods, and what to expect. | pass→pass | 31,316 | 22,029 | -30% | 1 | 1 | 0% | 3,492 | 3,418 | -2% | 0 | 0 | — |
▸case-08 My bench press has been stuck at 225 lbs for 5 months. I do 3 sets of 10 reps at 185 lbs every Monday and Friday without tracking bar speed or taking video. I feel my triceps fail near lockout. Should I just add 5 more sets of 185 lbs? Please analyze my plateau, the required practice shift, a targeted regimen, feedback options, and expected mental state. | pass→pass | 26,606 | 22,770 | -14% | 1 | 1 | 0% | 3,343 | 3,375 | +1% | 0 | 0 | — |
▸case-09 I have been drawing digital art for two years, but my human figure drawings have looked stiff and off-proportion for 7 months. I draw random anime characters from memory for an hour each night. I never use reference photos or get critiques. My main weakness is foreshortening and pelvic angle alignment. Should I draw 5 characters a night instead of 1? Give me a complete breakdown of my plateau, the unlock, practice plan, feedback sources, and expectations. | pass→pass | 40,994 | 22,087 | -46% | 1 | 1 | 0% | 3,080 | 3,099 | +1% | 0 | 0 | — |
▸case-10 I've been stuck at 80 words per minute on typing tests for half a year. I do 15 minutes of random paragraph typing tests on Monkeytype daily. I never review which key combinations cause my backspaces. I stumble on numbers and symbol keys ($ # %). Should I just do typing tests for two hours a day? Provide a plateau breakdown, the unlock, a targeted plan, feedback fixes, and expectations. | pass→pass | 24,813 | 18,932 | -24% | 1 | 1 | 0% | 2,613 | 2,761 | +6% | 0 | 0 | — |
▸case-11 I give weekly presentations at work, but my peer ratings have stayed at 'average' for 8 months. I deliver my slides without rehearsal and never record my speeches. I notice I say 'um' and 'like' constantly whenever I transition between slides. Should I just sign up to present at more meetings? Analyze my performance wall, the breakthrough shift, a targeted drill plan, feedback methods, and expected difficulty. | pass→pass | 23,417 | 16,070 | -31% | 1 | 1 | 0% | 2,683 | 2,979 | +11% | 0 | 0 | — |
▸case-12 My golf handicap has been stuck at 18 for a year because my driver slice keeps putting me in the rough. At the range, I hit 100 balls with my driver as hard as I can without filming my swing or getting lessons. My wrist hinge at impact feels wrong. Should I hit 200 balls per session? Give me the plateau diagnosis, the unlock, targeted practice, feedback mechanism, and expected adaptation process. | pass→pass | 24,385 | 22,372 | -8% | 1 | 1 | 0% | 3,082 | 3,144 | +2% | 0 | 0 | — |
▸case-13 I've been running 60 miles per week for 10 months attempting to break a 20-minute 5k, but my 5k times are actually getting slightly slower (stuck at 21:30). I train hard every single day with no rest days or slow recovery runs, sleeping only 5 hours a night. I track my heart rate and pace on my GPS watch. I feel constantly exhausted and my legs feel heavy. Should I push my mileage to 80 miles a week? Analyze my wall, the shift, practice plan, feedback, and expectations. | pass→pass | 25,481 | 20,848 | -18% | 1 | 1 | 0% | 2,826 | 3,162 | +12% | 0 | 0 | — |
▸case-14 I've been singing in a choir for two years, but I hit a wall 6 months ago unable to hit high G4 without cracking or straining. Practice consists of singing through entire songs during choir rehearsal twice a week. I don't record my vocal warmups or practice vowel modification. I feel my throat muscle tension capping my range. Should I just sing louder on high notes? Analyze my plateau, unlock, practice plan, feedback fix, and expectations. | pass→pass | 27,512 | 19,376 | -30% | 1 | 1 | 0% | 3,344 | 2,920 | -13% | 0 | 0 | — |
▸case-15 My landscape photography portfolio score on photo forums has plateaued at 6/10 for a year. I go out every weekend taking 300 photos on auto mode using basic rule-of-thirds framing. I don't analyze histogram exposure data or study foreground lighting. Should I take 1000 photos every weekend? Diagnose my stagnation, the unlock, targeted practice, feedback sources, and expected growth phase. | fail→pass | 24,188 | 23,191 | -4% | 1 | 1 | 0% | 3,079 | 3,112 | +1% | 0 | 0 | — |
▸case-16 I've played $0.05/$0.10 online poker for 8 months with a flat win rate of 0 EV. I play 4 tables simultaneously while watching Netflix, without tracking my hand histories or analyzing my turn/river bet sizing when raised. I feel my river fold-to-3bet decisions are weak. Should I increase to 8 tables? Diagnose my plateau, state the unlock, design a practice plan, suggest feedback tools, and set expectations. | fail→pass | 25,653 | 18,143 | -29% | 1 | 1 | 0% | 2,957 | 2,833 | -4% | 0 | 0 | — |
▸case-17 I've been playing violin for 4 years, but my sight-reading ability has been stuck at beginner level for 10 months. Daily practice involves rehearsing three pieces I already memorized months ago. I don't use a metronome during initial reading or track my rhythm errors. Ledger line notes above the staff trip me up. Should I spend more time practicing my memorized pieces? Analyze why I hit this wall, the unlock, practice plan, feedback loop, and expected discomfort. | fail→fail | 27,185 | 17,756 | -35% | 1 | 1 | 0% | 2,928 | 3,094 | +6% | 0 | 0 | — |
▸case-18 My 100m freestyle swimming time has stayed at 1:25 for 7 months. My routine is swimming continuous 1000m steady-state laps without drill intervals or stroke rate counting. My kick tempo drops off in the final 25 meters. Should I swim 3000m continuous instead? Provide a plateau analysis, the unlock, targeted drill plan, feedback mechanisms, and honest expectations. | pass→pass | 24,609 | 21,559 | -12% | 1 | 1 | 0% | 3,058 | 3,044 | -0% | 0 | 0 | — |
▸case-19 I've been learning French for two years, but my oral comprehension has been stuck for 8 months. I read French news articles easily, but fast native audio sounds like a single long word. I listen to French radio passively while commuting without checking transcripts. Should I listen to radio for 4 hours daily? Analyze my performance barrier, unlock, targeted plan, feedback fix, and expectations. | pass→pass | 23,613 | 14,795 | -37% | 1 | 1 | 0% | 2,735 | 3,035 | +11% | 0 | 0 | — |
▸case-20 My deadlift has been stuck at 315 lbs for 6 months because my grip slips out on the 4th rep. I keep doing 5x5 deadlifts with double-overhand grip without using chalk, hook grip, or grip-specific training. Should I do 10x5 deadlifts at 300 lbs? Diagnose my plateau, unlock, practice plan, feedback fixes, and expectations. | pass→pass | 26,916 | 18,497 | -31% | 1 | 1 | 0% | 2,840 | 2,941 | +4% | 0 | 0 | — |
▸case-21 My homemade macarons have come out with flat, hollow shells without proper feet for my last 6 batches over 3 months. I estimate ingredient quantities with measuring cups instead of a digital scale and bake by eye without an oven thermometer. Macaronnage batter folding consistency is hard for me to judge. Should I bake 3 batches every day? Diagnose my plateau, unlock, targeted practice, feedback fix, and expectations. | pass→pass | 21,114 | 22,834 | +8% | 1 | 1 | 0% | 2,351 | 3,362 | +43% | 0 | 0 | — |
▸case-22 I've been woodworking for a year, but my hand-cut dovetail joints have had visible gaps for 5 months. I cut complete drawer boxes out of hardwood every weekend without doing isolated joint cuts. I don't use a marking knife or check squareness with a machinist scale. Saw alignment on vertical cuts is my main struggle. Should I build more drawer boxes? Analyze my plateau, unlock, practice plan, feedback tools, and expectations. | pass→pass | 30,347 | 17,541 | -42% | 1 | 1 | 0% | 3,270 | 3,237 | -1% | 0 | 0 | — |
▸case-23 My copperplate calligraphy script line consistency has plateaued for 6 months. I write full letters to friends, but slant angle and hairline transition remain uneven. I don't use guide lines or compare stroke widths with a loupe. Should I write twice as many letters? Diagnose my plateau, unlock, practice plan, feedback fixes, and expectations. | pass→pass | 34,855 | 20,724 | -41% | 1 | 1 | 0% | 3,690 | 2,762 | -25% | 0 | 0 | — |