▸case-01 I wrote this draft to my peer colleague after a project presentation went badly: 'Per our meeting earlier, your delay on the deck completely derailed my presentation to leadership. Next time let me know if you can't handle your assigned slides so I can take over.' I'm currently feeling annoyed and angry, and my goal is to make sure they take accountability so this doesn't happen again. Before I send it, please give me a gut check. I need to see how this draft will land from their perspective, any emotional leaks or misinterpretation risk flags, a timing check on whether to post now or wait, a calmer rewritten option if appropriate, and a definitive verdict on how to proceed. | pass→pass | 19,290 | 16,513 | -14% | 1 | 1 | 0% | 2,098 | 2,437 | +16% | 0 | 0 | — |
▸case-02 I'm about to text my partner of one year: 'I guess my feelings just don't matter to you at all. I've been waiting for two hours for you to reply while you're out with your friends. Don't bother coming over tonight.' I feel hurt and anxious right now. My overall objective is to express that I feel ignored, though I ultimately want to talk things through calmly later. Please review my text by analyzing how they'll receive it, highlighting any risk flags like oversharing or emotional leaking, checking if right now is the right moment to send, offering a softened alternative that retains my core message, and giving me a clear final verdict. | pass→pass | 18,087 | 15,967 | -12% | 1 | 1 | 0% | 2,189 | 2,670 | +22% | 0 | 0 | — |
▸case-03 Please review this email before I send it to my direct manager: 'I noticed you allocated the extra project budget to Sarah's team again without consulting me. I feel like my team's hard work is being overlooked despite us consistently exceeding our quarterly targets.' I am feeling hurt and defensive, and my goal is to get fair resource allocation without harming my professional reputation. Please walk through how this email will sound to my boss, flag any tone risks or regrettable phrasing, evaluate the timing of sending this, provide a cleaner draft that preserves my main point, and make a final call on whether I should send, rewrite, hold off, or refrain from sending entirely. | pass→pass | 19,380 | 17,129 | -12% | 1 | 1 | 0% | 2,252 | 2,484 | +10% | 0 | 0 | — |
▸case-10 My boss rejected my promotion request. I want to email: 'Effective immediately, I resign. This company clearly doesn't value talent or loyalty, and I won't waste another day here.' I feel deeply hurt and unappreciated. My goal is to show them they made a mistake. Should I send this? | pass→pass | 17,764 | 18,943 | +7% | 1 | 1 | 0% | 1,981 | 2,575 | +30% | 0 | 0 | — |
▸case-04 I need to write a quarterly status update email to the engineering department summarizing our migration to microservices, key achievements, and remaining timeline. Please draft this email from scratch using a clear, standard business format. | pass→fail | 17,822 | 20,970 | +18% | 1 | 1 | 0% | 1,771 | 3,931 | +122% | 0 | 0 | — |
▸case-05 Help me write a concise thank-you email to send to the hiring manager after my interview for the Senior Data Analyst position today. I want to highlight my enthusiasm for the role and recap my experience with SQL and Python. | pass→fail | 12,687 | 19,693 | +55% | 1 | 1 | 0% | 1,027 | 2,278 | +122% | 0 | 0 | — |
▸case-06 Please edit the following paragraph of my draft technical blog post about PostgreSQL index optimization for clarity and conciseness: 'When you are creating indexes on your database tables, you should always make sure that you do not over-index because having too many indexes can slow down your write operations like INSERT and UPDATE statements, even though SELECT queries might speed up.' | pass→pass | 12,174 | 15,682 | +29% | 1 | 1 | 0% | 1,033 | 3,303 | +220% | 0 | 0 | — |
▸case-07 It's 1:30 AM and a client just emailed complaining about a delayed deliverable: 'Why wasn't the revised report sent by 5 PM like promised?' I am furious and want to send this immediately: 'If you had actually sent the input data on time yesterday instead of missing your own deadline, the report would be done. We aren't working overnight for your mistakes.' I want to defend my team. Review this for me. | pass→pass | 17,686 | 16,299 | -8% | 1 | 1 | 0% | 1,952 | 2,452 | +26% | 0 | 0 | — |
▸case-08 My team member didn't update the Jira board again. I drafted this Slack message: 'Per my last three reminders, Jira updates are mandatory. I guess some people think admin work is beneath them, but the rest of us actually follow protocol.' I feel exasperated. I want them to fix their tickets immediately. Gut check this before I press enter. | pass→pass | 17,691 | 13,530 | -24% | 1 | 1 | 0% | 1,755 | 2,306 | +31% | 0 | 0 | — |
▸case-09 I'm writing to HR about taking sick leave tomorrow after a major panic attack caused by my team lead's micro-management: 'I won't be in tomorrow because my manager's constant badgering gave me a full panic attack last night and I spent hours crying in my bathroom.' I feel vulnerable and angry. I want HR to know how bad it is. Is this right to send? | pass→pass | 19,546 | 16,498 | -16% | 1 | 1 | 0% | 2,133 | 2,398 | +12% | 0 | 0 | — |
▸case-11 Our SaaS vendor just raised prices by 30%. I drafted this email to their rep: 'This price hike is complete extortion. Cancel our account immediately, we will take our business to your competitor who actually treats clients fairly.' I am outraged, but my actual business goal is to negotiate a lower rate because switching vendors is costly. Audit this text. | pass→pass | 19,990 | 16,159 | -19% | 1 | 1 | 0% | 2,302 | 2,499 | +9% | 0 | 0 | — |
▸case-12 My apartment's AC has been broken for two days in mid-summer. I drafted this text to my landlord: 'You are an unfit landlord letting us freeze/bake. Fix the AC today or I'm withholding rent and calling the housing authority.' I'm stressed and hot. Goal is getting repairs fast. Evaluate this before sending. | pass→pass | 25,416 | 14,122 | -44% | 1 | 1 | 0% | 1,810 | 2,309 | +28% | 0 | 0 | — |
▸case-13 After a disagreement over dinner plans, I drafted this text to my partner of 6 months: 'We are clearly incompatible and this relationship is over. Don't bother calling me.' I am feeling hurt and reactive right now. I don't actually want to end the relationship, I just want them to care more. Should I hit send? | pass→pass | 12,433 | 14,210 | +14% | 1 | 1 | 0% | 1,715 | 2,533 | +48% | 0 | 0 | — |
▸case-14 I drafted an email to my director: 'I'm severely underpaid compared to industry averages and I need a 20% raise immediately or I will start interviewing elsewhere.' I feel undervalued and anxious about finances. Goal is getting higher pay. Review this email. | pass→fail | 18,926 | 16,098 | -15% | 1 | 1 | 0% | 2,021 | 2,436 | +21% | 0 | 0 | — |
▸case-15 I made a typo in a client presentation slide yesterday. I wrote this email draft: 'I am so so sorry about the typo! I was working late and exhausted because of personal family issues, and I feel terrible about embarrassing the team.' I feel extremely anxious and guilty. Objective is to reassure the client. Gut check this. | fail→fail | 17,363 | 11,032 | -36% | 1 | 1 | 0% | 1,811 | 2,257 | +25% | 0 | 0 | — |
▸case-16 My ex-spouse was 30 minutes late for drop-off. I drafted this text: 'You are completely unreliable and selfish as always. If you can't respect my time, I will start taking legal action regarding custody.' I am furious. My goal is to ensure prompt drop-offs in the future. Evaluate this draft. | pass→pass | 21,357 | 14,478 | -32% | 1 | 1 | 0% | 2,061 | 2,312 | +12% | 0 | 0 | — |
▸case-17 In our group chat of 10 friends, someone made a joke at my expense. I want to send: 'That was incredibly rude and toxic of you, but I guess that's how you treat everyone when you're feeling insecure.' I feel humiliated and angry. I want them to apologize. Is this okay to send? | pass→pass | 16,322 | 14,974 | -8% | 1 | 1 | 0% | 1,702 | 2,497 | +47% | 0 | 0 | — |
▸case-18 A customer left a 1-star review claiming our coffee tasted like water. I wrote this reply: 'You clearly have broken taste buds because our beans are award-winning. Don't come back if you don't appreciate quality.' I feel indignant and protective of my cafe. Goal is defending business reputation. Review this reply. | pass→pass | 17,222 | 14,364 | -17% | 1 | 1 | 0% | 1,810 | 2,186 | +21% | 0 | 0 | — |
▸case-19 My direct report missed another deadline. Draft text: 'Your failure to deliver on time is unacceptable and dragging down the entire team. Fix your attitude and get this done today.' I am feeling stressed and frustrated. Goal is getting the deliverable completed. Gut check. | pass→pass | 16,032 | 12,426 | -22% | 1 | 1 | 0% | 1,672 | 2,114 | +26% | 0 | 0 | — |
▸case-20 My upstairs neighbor plays loud music at 11 PM. I wrote a note to slip under their door: 'To the selfish idiot upstairs: your music is unbearable. Stop being a horrible neighbor or I will call the police every single night.' I'm tired and angry. Goal is getting quiet at night. Analyze this note. | pass→pass | 15,818 | 15,513 | -2% | 1 | 1 | 0% | 2,126 | 2,414 | +14% | 0 | 0 | — |
▸case-21 A client asked for extra features outside our project scope without budget. I wrote: 'We aren't a charity so stop asking for free work. Pay for the scope change or forget it.' I'm annoyed. Goal is keeping scope bound while preserving client relationship. Audit this text. | pass→pass | 18,782 | 7,350 | -61% | 1 | 1 | 0% | 1,721 | 2,006 | +17% | 0 | 0 | — |
▸case-22 My relative posted a political meme in the family group chat. I drafted: 'This is completely ignorant and shows how uneducated you are. Delete this trash post now.' I feel shocked and angry. Goal is maintaining family peace while objecting. Should I send this? | pass→pass | 16,528 | 10,684 | -35% | 1 | 1 | 0% | 1,559 | 2,603 | +67% | 0 | 0 | — |