▸case-01 I need to give tough feedback to my direct report, Alex. Over the last month, Alex has missed three project handoff deadlines, which caused downstream delays for the QA team. I want Alex to fix the handoff timing, but I also want to keep our working relationship strong and supportive. Can you help me prepare this talk? Please give me a summary header showing the issue and relationship, a concise note on what behavior and impact to highlight, a starting line to open the conversation, the exact empathetic and direct phrasing to use, a sentence to ask for their perspective, a concrete path forward, and a list of key mistakes to steer clear of. | fail→pass | 16,451 | 12,597 | -23% | 1 | 1 | 0% | 1,871 | 2,271 | +21% | 0 | 0 | — |
▸case-02 I have an issue with a peer developer, Sam, who has submitted three pull requests in a row with missing documentation and failing tests, which slows down our deployment pipeline. I need to bring this up with Sam constructively. Please generate a feedback breakdown that includes a top line identifying the issue and person, a summary of the behavior and impact, an opening prompt to kick off the talk, the main direct and supportive message, a genuine way to invite Sam's input, a practical solution for future PRs, and the major traps I should avoid. | fail→pass | 13,699 | 14,124 | +3% | 1 | 1 | 0% | 2,047 | 2,390 | +17% | 0 | 0 | — |
▸case-03 My co-founder and friend, Maya, has turned up 15-20 minutes late to our last four client pitch prep sessions, leaving me to stall in front of clients. I need to address this without harming our friendship or business. Can you draft a structured script for me? Please include a header with the topic and relationship, a short summary of what needs to be said, an opening line that sets constructive intent, the core message balancing clarity and care, a phrasing to open the floor for her side, a concrete next step for upcoming pitches, and critical anti-patterns to steer clear of during our talk. | fail→pass | 15,537 | 14,519 | -7% | 1 | 1 | 0% | 2,208 | 2,593 | +17% | 0 | 0 | — |
▸case-04 I am an HR manager preparing a standardized exit interview questionnaire for employees resigning from our product engineering division. I need a list of core questions to assess company culture, manager support, career growth opportunities, and compensation satisfaction during their exit interview. Please output the structured exit interview question guide. | pass→pass | 20,701 | 37,416 | +81% | 1 | 1 | 0% | 2,588 | 5,683 | +120% | 0 | 0 | — |
▸case-05 I am a senior developer who just received an internal promotion offer to Tech Lead with a 5% raise, but market rate for this role is 15% higher. I want to write a professional counter-offer email to my HR compensation team advocating for a 12% salary increase based on my past project deliveries. Please draft a persuasive salary negotiation email. | pass→fail | 16,739 | 21,370 | +28% | 1 | 1 | 0% | 1,839 | 3,147 | +71% | 0 | 0 | — |
▸case-06 As an HR Director, I need to create a formal 30-day Performance Improvement Plan (PIP) document for an employee's personnel file. The document needs official administrative sections including Employee Name, Role, Date, Performance Deficiencies, Required Objectives, 30-Day Assessment Milestones, and Legal Disclaimer regarding termination if objectives are unmet. Please generate this administrative PIP form. | pass→fail | 12,905 | 30,992 | +140% | 1 | 1 | 0% | 1,336 | 5,547 | +315% | 0 | 0 | — |
▸case-07 I need to address my peer Jordan who interrupts colleagues during technical design reviews. Jordan is a brilliant senior architect, so I was thinking of starting our talk by praising Jordan's genius design contributions before mentioning the meeting interruptions. Please provide a feedback breakdown using the header, behavior impact note, opening line, direct message, perspective request, next steps, and mistakes to avoid. | fail→pass | 19,717 | 9,989 | -49% | 1 | 1 | 0% | 2,160 | 2,562 | +19% | 0 | 0 | — |
▸case-08 My direct report Taylor sent a customer report with broken links and incorrect financial figures last week. I want to give feedback saying 'you need to be more professional and pay better attention.' Please format this into a structured feedback breakdown with header, behavior summary, opening phrase, core message, perspective prompt, path forward, and mistakes to avoid. | fail→pass | 15,460 | 13,275 | -14% | 1 | 1 | 0% | 1,756 | 2,345 | +34% | 0 | 0 | — |
▸case-09 I need to talk to my manager Morgan. Morgan sends Slack messages asking for status updates four times daily, interrupting deep focus work and delaying feature releases. I want Morgan to move status checks to our daily standup. Generate a structured feedback plan with header, summary, opening, core message, perspective question, next step, and traps to avoid. | fail→pass | 15,939 | 8,971 | -44% | 1 | 1 | 0% | 1,742 | 2,513 | +44% | 0 | 0 | — |
▸case-10 My close friend Chris borrowed $500 three months ago promising to repay in two weeks, but has not mentioned it since while spending heavily on concert tickets. I want to ask for repayment without ruining our friendship. Should I start by praising Chris's concert taste to soften the blow? Provide the full feedback breakdown with header, summary, opening, direct message, perspective ask, next steps, and traps. | fail→pass | 11,643 | 14,826 | +27% | 1 | 1 | 0% | 1,884 | 2,548 | +35% | 0 | 0 | — |
▸case-11 My peer Devon leaves harsh comments on pull requests like 'this code is garbage', demoralizing junior developers. I want Devon to review code constructively. Generate a feedback breakdown containing header, summary, opening line, core message, perspective invite, next step, and traps to avoid. | fail→pass | 12,592 | 13,535 | +7% | 1 | 1 | 0% | 1,945 | 2,367 | +22% | 0 | 0 | — |
▸case-12 My direct report Pat missed a key prospective client Zoom call yesterday without giving prior notice, leaving the client waiting. I need to handle this. Generate a structured feedback plan with header, summary, opening line, main message, perspective question, next step, and mistakes to avoid. | fail→pass | 16,599 | 14,217 | -14% | 1 | 1 | 0% | 1,970 | 2,409 | +22% | 0 | 0 | — |
▸case-13 I need to give feedback to my report Jamie who was late twice this week. I haven't figured out what specific business impact it caused yet. How should I approach this feedback? Please format the feedback plan using the structured header, summary, opening, message, perspective invite, next steps, and traps to avoid. | fail→pass | 16,778 | 14,611 | -13% | 1 | 1 | 0% | 1,899 | 2,532 | +33% | 0 | 0 | — |
▸case-14 My brother Casey visits my apartment unannounced late at night when I am sleeping, which leaves me exhausted for work the next morning. I want Casey to call in advance. Format this using the structured feedback format with header, summary, opening line, message, perspective invite, next step, and mistakes to avoid. | fail→pass | 14,029 | 11,527 | -18% | 1 | 1 | 0% | 1,535 | 2,164 | +41% | 0 | 0 | — |
▸case-15 My peer product manager Riley promises custom features to sales prospects without consulting engineering, causing sprint plan disruptions. I want Riley to check engineering capacity before promising features. Provide a feedback breakdown with header, summary, opening, core message, perspective ask, path forward, and traps to avoid. | fail→pass | 17,205 | 13,799 | -20% | 1 | 1 | 0% | 1,857 | 2,422 | +30% | 0 | 0 | — |
▸case-16 My direct report Casey spent 30 minutes in the breakroom complaining loudly about executive compensation, lowering team morale. I want Casey to raise compensation concerns privately with me. Format this into a structured feedback breakdown. | fail→pass | 11,382 | 13,151 | +16% | 1 | 1 | 0% | 1,734 | 2,320 | +34% | 0 | 0 | — |
▸case-17 Our external consultant Terry submitted a security audit report four days late without notice, delaying our company's compliance submission. Format a structured feedback breakdown with header, summary, opening line, core message, perspective prompt, path forward, and mistakes to avoid. | fail→pass | 17,185 | 8,366 | -51% | 1 | 1 | 0% | 1,900 | 2,307 | +21% | 0 | 0 | — |
▸case-18 My peer Skyler takes over 24 hours to respond to urgent Slack messages during live incident outages, doubling resolution times. Format a feedback breakdown with header, summary, opening line, message, perspective ask, path forward, and traps to avoid. | fail→pass | 16,605 | 13,307 | -20% | 1 | 1 | 0% | 1,834 | 2,291 | +25% | 0 | 0 | — |
▸case-19 My direct report Reece blocks pull requests over minor styling preferences not specified in our official style guide, delaying deployment schedules. Format a feedback breakdown with header, summary, opening phrase, core message, perspective ask, next steps, and traps. | fail→pass | 15,991 | 16,221 | +1% | 1 | 1 | 0% | 1,868 | 2,855 | +53% | 0 | 0 | — |
▸case-20 My friend Drew failed to pay their share of our vacation rental booking twice, leaving me to pay $400 out of pocket. I need to address this before our next trip booking. Format a structured feedback breakdown with header, summary, opening line, core message, perspective invite, path forward, and traps. | fail→pass | 10,489 | 15,890 | +51% | 1 | 1 | 0% | 1,695 | 2,855 | +68% | 0 | 0 | — |
▸case-21 My peer Quinn talked over my presentation slides during our executive business review, leaving me only 2 minutes to present my section. Format a feedback plan with header, summary, opening line, direct message, perspective ask, next steps, and mistakes to avoid. | fail→pass | 15,262 | 12,782 | -16% | 1 | 1 | 0% | 1,620 | 2,285 | +41% | 0 | 0 | — |
▸case-22 My direct report Avery arrives at weekly 1-on-1 meetings without an agenda or project updates, wasting 20 minutes of meeting time. I want Avery to share an agenda 24 hours in advance. Format a structured feedback breakdown. | fail→pass | 15,899 | 17,342 | +9% | 1 | 1 | 0% | 1,921 | 2,427 | +26% | 0 | 0 | — |