▸case-14 My neighbor plays loud music past 11 PM on weeknights, disturbing my sleep. I need them to turn off music after 10 PM Sunday through Thursday. I feel nervous and want to apologize for being a sensitive sleeper. Provide the clear limit, a warm and firm script without apologizing or blaming sensitivity, a response when they say 'It's not even that loud', a consequence, and neighbor tone. | pass→pass | 14,801 | 14,726 | -1% | 1 | 1 | 0% | 1,637 | 2,325 | +42% | 0 | 0 | — |
▸case-01 My mother-in-law keeps dropping by our house completely unannounced during my work-from-home hours. I need her to give us at least 24 hours' notice before coming over. Whenever I've brought this up casually in the past, she gets defensive and says things like 'I thought family was always welcome anytime.' I want to preserve our relationship, but I need this habit to stop completely. Could you help me define the exact limit here, give me a kind yet direct phrasing I can say out loud without over-explaining or apologizing, prepare me with a line to stay firm when she tries guilt-tripping me, outline what clear action I should take if she ignores it, and adjust the overall approach for a family member? | fail→pass | 17,283 | 14,022 | -19% | 1 | 1 | 0% | 2,075 | 2,571 | +24% | 0 | 0 | — |
▸case-02 My manager routinely texts my personal phone on Saturday mornings with questions about routine workplace projects, expecting quick answers. I need to restrict weekend communication so non-emergencies wait until Monday morning. He's a workaholic who assumes everyone stays on call constantly, and I haven't explicitly set limits with him yet because I want to protect my career advancement. Please map out the precise limit for this situation, draft a respectful and direct script to deliver it without rambling or apologizing, give me a calm phrase to repeat if he argues that everything is urgent, outline a clear follow-through step if he continues texting me on weekends, and calibrate the tone appropriately for a supervisor relationship. | fail→pass | 18,414 | 13,496 | -27% | 1 | 1 | 0% | 2,080 | 3,059 | +47% | 0 | 0 | — |
▸case-03 A close friend of mine keeps asking to borrow $100 to $200 every few weeks for minor financial pinches and takes forever to pay me back. I need to make it clear that I am no longer lending money at all. Last time I tried saying no, they accused me of not caring about our long friendship, so I caved. I want to stop this behavior completely while trying to keep the friendship if possible. Please specify the clear limit, write a warm but firm spoken response that doesn't apologize or offer excuses, include a simple restatement to hold my position when they pull an emotional guilt trip, define a concrete action if they press the issue anyway, and align the tone for a long-time friend. | fail→pass | 16,782 | 9,380 | -44% | 1 | 1 | 0% | 1,774 | 2,673 | +51% | 0 | 0 | — |
▸case-04 My partner constantly leaves dirty dishes and laundry for me to handle every night, assuming I will clean up after them. I want to tell them I will no longer clean up their mess, but I feel tempted to soften it by saying 'I know you're super busy with work and I don't mean to complain, but maybe could you try...'. Please map out the exact limit, draft the warm and firm direct script without apologizing or over-explaining, prepare a restatement for when they claim I'm nagging, specify a consequence if they keep leaving mess, and set the tone for a partner. | pass→pass | 17,253 | 8,882 | -49% | 1 | 1 | 0% | 2,111 | 2,458 | +16% | 0 | 0 | — |
▸case-05 My Director sends high-priority tagged emails at 10 PM on weeknights expecting immediate draft revisions before morning. I want to establish that night emails will be answered after 8:30 AM the next workday. I am tempted to write a long email explaining my sleep schedule, my commute, and apologizing for not being available late. Provide the clear limit, a concise direct script for a boss without justification or apology, a hold-the-line response for pushback, a consequence if ignored, and calibrate for a supervisor. | pass→pass | 18,726 | 15,242 | -19% | 1 | 1 | 0% | 2,083 | 2,831 | +36% | 0 | 0 | — |
▸case-06 My father constantly criticizes how I raise my toddler during family visits, giving unsolicited advice on discipline and diet. I want him to stop commenting on my parenting entirely. I usually over-explain my parenting philosophy and apologize for getting upset. Give me the clear boundary, a warm but firm script that states the limit without defending or over-explaining my choices, a line for when he says 'I'm just trying to help', a consequence if he continues, and the appropriate parent dynamic tone. | pass→pass | 12,484 | 8,337 | -33% | 1 | 1 | 0% | 2,013 | 2,385 | +18% | 0 | 0 | — |
▸case-07 A peer coworker on my team keeps jumping into my client presentation decks, making major edits without asking, and presenting my slides during meetings. I need them to stop editing my decks and let me present my own work. I'm worried about being labeled 'not a team player' so I tend to say 'Sorry, I know you were trying to help out!'. Provide the limit, a firm direct script without apologizing or justifying, a pushback line, a consequence if ignored, and calibrate for a peer coworker. | pass→pass | 16,311 | 17,108 | +5% | 1 | 1 | 0% | 1,873 | 2,957 | +58% | 0 | 0 | — |
▸case-08 A close friend cancels our dinner plans at the last minute at least once a week with vague excuses, wasting my time and evening plans. I want to tell them that if they cancel last-minute again, I won't schedule one-on-one dinners with them for a month. I usually say 'Oh no worries at all, I completely understand!'. Give me the clear boundary limit, a direct script without downplaying my frustration or apologizing, a response for when they say 'You're being unreasonable', a consequence, and the tone for a friend. | pass→fail | 15,784 | 10,467 | -34% | 1 | 1 | 0% | 1,559 | 2,491 | +60% | 0 | 0 | — |
▸case-09 My adult brother frequently borrows my car without asking and returns it with an empty gas tank. I need him to ask at least 24 hours in advance and return it with a full tank, or he loses car privileges. I tend to give him long lectures about gas prices and responsibility. Provide the clear boundary, a direct warm and firm script without long lectures or apologies, a pushback line when he says 'It's no big deal', a consequence, and family tone. | pass→pass | 13,883 | 14,965 | +8% | 1 | 1 | 0% | 1,528 | 2,833 | +85% | 0 | 0 | — |
▸case-10 My roommate has their partner stay over 6 nights a week in our tiny shared apartment, taking over the living room and drastically raising utility bills. I need to limit overnight guests to maximum 2 nights per week. I feel guilty and usually end up apologizing for bringing it up. Provide the precise boundary, a warm and firm script without apologizing or over-explaining, a line for pushback when they say 'I pay rent here too', a clear consequence, and roommate tone. | pass→pass | 17,270 | 20,631 | +19% | 1 | 1 | 0% | 1,600 | 2,437 | +52% | 0 | 0 | — |
▸case-11 A freelance client keeps requesting extra feature builds outside our contracted statement of work without offering additional compensation. I need to tell them extra features require an approved change order and fee. I am tempted to apologize for bringing up money and list all my overhead expenses. Deliver the clear limit, a warm but firm professional script without apologizing or explaining personal finances, a line when they argue 'This should be included', a consequence, and client tone. | pass→pass | 17,754 | 14,739 | -17% | 1 | 1 | 0% | 1,863 | 2,651 | +42% | 0 | 0 | — |
▸case-12 An aunt repeatedly interrogates me about my marriage timeline and salary during holiday dinners. I want to tell her that my personal life and finances are private and off-limits for table discussion. I usually laugh it off awkwardly or give long defensive explanations. Give me the clear boundary limit, a direct polite script that stops without over-explaining, a response when she says 'I'm just asking because I care', a consequence if she persists, and family tone. | pass→pass | 16,045 | 12,733 | -21% | 1 | 1 | 0% | 1,738 | 2,280 | +31% | 0 | 0 | — |
▸case-13 My ex-partner keeps texting me late at night about non-co-parenting personal matters and memories. We have a shared parenting agreement, so I only want texts regarding our child's schedule between 8 AM and 7 PM. I am tempted to argue back or explain why their texts make me uncomfortable. Provide the limit, a firm script focused strictly on child scheduling without emotional debate or apology, a pushback line when they call me cold, a consequence, and co-parenting tone. | pass→pass | 17,666 | 17,687 | +0% | 1 | 1 | 0% | 2,077 | 2,785 | +34% | 0 | 0 | — |
▸case-15 A coworker comes to my cubicle every afternoon to vent about company politics for 45 minutes, destroying my focus. I need them to stop dropping by unannounced to vent during work hours. I usually listen politely and apologize for needing to get back to work. Give me the limit, a firm script delivered kindly without apologizing for working, a line for when they say 'I thought we were friends', a consequence, and peer coworker tone. | fail→fail | 15,952 | 14,657 | -8% | 1 | 1 | 0% | 1,725 | 2,379 | +38% | 0 | 0 | — |
▸case-16 My mother is taking over our wedding guest list and changing vendors without consulting us. I need to tell her that all wedding decisions and guest lists are finalized by my partner and me. I tend to over-explain our budget and apologize for not doing traditional things. Provide the clear limit, a warm and firm script without apologizing or defending budget choices, a pushback response for 'After all I've done for you', a consequence, and parent tone. | pass→pass | 18,588 | 16,469 | -11% | 1 | 1 | 0% | 2,037 | 2,470 | +21% | 0 | 0 | — |
▸case-17 My father-in-law announces he is staying at our house for three weeks straight during the holidays without asking. I need to limit holiday visits to a maximum of 4 nights. I feel pressure to justify why 3 weeks is too long with work schedules and space. Provide the clear limit, a warm and firm script without over-explaining house size or work stress, a pushback response for 'Family should support each other', a consequence, and in-law tone. | fail→pass | 16,813 | 16,222 | -4% | 1 | 1 | 0% | 1,841 | 2,796 | +52% | 0 | 0 | — |
▸case-18 A friend keeps making comments about my meal choices and body weight every time we eat together. I need them to stop commenting on my food and body entirely. I usually make self-deprecating jokes and apologize for my eating habits. Give me the clear boundary, a firm direct script without self-deprecation or apologies, a line when they say 'I'm just concerned for your health', a consequence, and friend tone. | pass→pass | 14,968 | 12,794 | -15% | 1 | 1 | 0% | 1,505 | 2,287 | +52% | 0 | 0 | — |
▸case-19 A direct report routinely bypasses me to take routine project decisions directly to my VP. I need them to bring all project decisions and escalations to me first before approaching executive leadership. I tend to over-explain organizational hierarchy and apologize for strictness. Provide the clear limit, a firm professional script without apologizing or over-explaining authority, a line when they argue 'The VP responds faster', a consequence, and manager-to-report tone. | pass→pass | 10,890 | 9,307 | -15% | 1 | 1 | 0% | 1,761 | 2,451 | +39% | 0 | 0 | — |
▸case-20 The leader of a local non-profit committee constantly assigns me multi-hour weekend fundraising tasks without checking my availability. I need to restrict my volunteer commitment to 2 hours on Tuesday evenings only. I usually feel guilty and write long messages detailing my busy personal schedule. Provide the clear limit, a warm and firm script stating availability without listing personal schedule details or apologizing, a pushback line for 'We really need you', a consequence, and volunteer coordinator tone. | pass→pass | 11,387 | 14,105 | +24% | 1 | 1 | 0% | 1,915 | 2,521 | +32% | 0 | 0 | — |
▸case-21 My 25-year-old employed child asks me for money every week to cover non-essential discretionary spending. I need to make it clear that financial support for non-essentials has ended completely. I feel guilty as a parent and end up explaining my retirement budget and apologizing. Provide the clear limit, a warm but firm parental script without apologizing or explaining personal retirement math, a line for when they say 'You don't care about me', a consequence, and parent-to-adult-child tone. | pass→pass | 14,096 | 9,490 | -33% | 1 | 1 | 0% | 1,531 | 2,485 | +62% | 0 | 0 | — |
▸case-22 An acquaintance at my local gym interrupts my workouts every day to critique my weightlifting form and give unsolicited training routines. I need them to let me work out in peace without interruption. I usually smile, nod, and apologize for interrupting their routine. Provide the precise limit, a polite and direct script without apologizing or making excuses, a pushback line for 'I'm just helping you avoid injury', a consequence, and gym acquaintance tone. | fail→pass | 14,262 | 7,570 | -47% | 1 | 1 | 0% | 1,334 | 2,301 | +72% | 0 | 0 | — |
▸case-23 I need to draft a formal severance agreement document for a departing employee that specifies a release of claims, non-disparagement, and a 2-week severance payout structure. Please provide standard legal contract language for this severance agreement. | pass→pass | 25,041 | 20,345 | -19% | 1 | 1 | 0% | 2,745 | 4,109 | +50% | 0 | 0 | — |
▸case-24 I need to submit an official written HR grievance complaint against a department director for documented age discrimination and labor law non-compliance. Please draft a formal HR complaint letter detailing the policy violations and legal incident log for human resources investigation. | pass→pass | 19,085 | 26,413 | +38% | 1 | 1 | 0% | 3,039 | 4,207 | +38% | 0 | 0 | — |
▸case-25 Our software team needs an official Service Level Agreement (SLA) document for enterprise clients specifying 99.9% uptime, escalation paths, and financial penalty credits for downtime. Please draft this contractual vendor agreement. | pass→fail | 24,509 | 12,130 | -51% | 1 | 1 | 0% | 3,161 | 2,798 | -11% | 0 | 0 | — |