▸case-01 I built a standard 5-page custom WordPress site for a corporate client based on our written contract that states: 'Deliver 5 static pages (Home, About, Services, Blog, Contact) with up to 2 design revision rounds.' Yesterday, the client emailed asking if we can add an online store section with 15 product pages and payment gateway integration before launch. We've had a great working relationship and I want to keep them happy while making sure I get compensated for this extra work. Please analyze this request against our contract language and provide a structured scope response report. Include a formal assessment of the request, a draft email I can send directly to them, a brief change order breakdown with cost/timeline if appropriate, and contract clauses I should include in future SOWs to prevent this. | fail→pass | 22,748 | 21,967 | -3% | 1 | 1 | 0% | 2,957 | 3,919 | +33% | 0 | 0 | — |
▸case-02 My branding client has sent over 8 small requests this week (tweaking icon colors, shifting logo placements on export files, adding extra social media banner sizes) after we finished the primary deliverables. Our original agreement was just over email without a detailed written scope, saying 'Brand identity package including logo, palette, and social templates'. I want to protect my time without ruining our relationship. Can you evaluate this situation and give me a full scope breakdown? I need the evaluation of the request versus what was agreed, the strategic response path with ready-to-send draft messaging, an add-on quote/order draft if needed, and actionable prevention language to add to my next client agreement. | pass→fail | 28,351 | 25,166 | -11% | 1 | 1 | 0% | 3,307 | 3,683 | +11% | 0 | 0 | — |
▸case-03 I was hired to write landing page copy for a SaaS product launch. Our signed SOW specifies: 'Delivery of 3 landing page copy decks, including up to 2 rounds of minor copy edits per deck.' The client just submitted a comprehensive feedback document requesting a complete rewrite of deck #2 based on a pivot in their target market messaging, which is their third revision request. I want to charge for this extra work while maintaining a positive client relationship. Please give me a comprehensive scope management output containing a clear analysis of the request against the agreement, the recommended action and copy-paste client response text, a short cost/schedule adjustment document format, and future contract terms to prevent repeated edits. | pass→pass | 25,409 | 22,860 | -10% | 1 | 1 | 0% | 2,786 | 3,495 | +25% | 0 | 0 | — |
▸case-04 I completed a web development project 45 days ago and submitted my final invoice of $3,500 under net-30 payment terms. The invoice is now 15 days overdue. The client has not responded to my last two gentle reminders. I need a formal past-due invoice collection letter and a step-by-step strategy for escalating non-payment, including late fees and payment pause notices. Please provide the collection strategy and draft communications. | pass→pass | 28,928 | 25,392 | -12% | 1 | 1 | 0% | 3,340 | 4,542 | +36% | 0 | 0 | — |
▸case-05 I am preparing a proposal for a new mobile app design project for a healthcare startup from scratch. We haven't started working yet and have no existing contract. I need a comprehensive Statement of Work (SOW) template including project background, core milestones, hourly rates, and standard warranty terms. Please draft this initial project SOW. | pass→pass | 28,835 | 22,761 | -21% | 1 | 1 | 0% | 3,468 | 3,664 | +6% | 0 | 0 | — |
▸case-06 I am managing a 6-month enterprise CRM migration project that is currently on schedule and within budget. I need to write a bi-weekly executive status report for the project steering committee summarizing sprint achievements, key performance metrics, upcoming milestones, and low-level risk logs. Please draft this executive status report based on these project health parameters. | pass→pass | 19,896 | 34,038 | +71% | 1 | 1 | 0% | 2,309 | 4,948 | +114% | 0 | 0 | — |
▸case-07 I am a freelance UI designer on a $10,000 web redesign project with a detailed scope that states: 'Design 4 core page templates and deliver Figma component library.' Everything is on schedule. The client just emailed: 'Hey, could you also export a 16x16 favicon png and apple-touch-icon from the logo vector you made for us?' This will take me 10 minutes. I am tempted to just do it without saying anything so I don't sound petty. How should I handle this? Provide a scope evaluation, client message, and prevention advice. | pass→pass | 12,367 | 17,451 | +41% | 1 | 1 | 0% | 1,962 | 2,975 | +52% | 0 | 0 | — |
▸case-08 I agreed via phone to build a 3-page Shopify store for a local bakery for $1,500. We never signed a formal SOW or wrote down page counts. Now they asked me to also upload 50 blog posts from their old WordPress site. I want to tell them that blog migration wasn't part of our oral agreement and demand $500 extra or refuse. Provide an analysis of the situation, client messaging, and prevention steps. | pass→pass | 23,344 | 16,295 | -30% | 1 | 1 | 0% | 2,652 | 3,620 | +37% | 0 | 0 | — |
▸case-09 Our software development contract states: 'Vendor will provide third-party API integration for the checkout flow.' We integrated Stripe for credit cards. The client now insists that 'third-party API integration' meant including PayPal, Apple Pay, and Klarna as well. I feel they are taking advantage of us, but I admit the contract just said 'third-party API integration'. I want to send a strict legalistic refusal letter citing contract law. Please evaluate this request, provide a strategic response and message, and future prevention terms. | fail→pass | 23,071 | 23,478 | +2% | 1 | 1 | 0% | 2,574 | 3,647 | +42% | 0 | 0 | — |
▸case-10 Over the past month, a retainer client for SEO services has sent 12 separate 'quick asks' (adding alt text to old images, tweaking meta tags on non-target pages, updating 3 broken links). Each takes 15 minutes, but together they add up to 3 hours. I'm getting annoyed and want to fight back on this 12th ask by arguing that this specific link update is out of scope. Evaluate this situation, draft a response, and outline prevention steps. | pass→pass | 20,155 | 20,859 | +3% | 1 | 1 | 0% | 2,297 | 3,341 | +45% | 0 | 0 | — |
▸case-11 We are developing a mobile fitness app under a fixed-fee SOW stating: 'Deliver iOS app with workout logging, user profile, and local notifications.' Two weeks before launch, the client asks to add social feed sharing, friend activity tracking, and push notifications. I want to say a flat 'No, we cannot do that.' Provide a scope response analysis, ready-to-send email draft, change order draft, and prevention terms. | pass→pass | 18,907 | 23,743 | +26% | 1 | 1 | 0% | 2,937 | 3,656 | +24% | 0 | 0 | — |
▸case-12 A graphic design contract specifies: 'Logo development including 3 initial concepts and 2 rounds of revisions on the selected concept.' The client selected Concept B, completed 2 revision rounds, and now asks for a 'minor tweak round' to test 5 different font variations. The client claims font tweaks are not full revision rounds. I am tempted to accuse them of bad faith. Please evaluate, draft client communication, a change order, and future contract language. | pass→pass | 17,391 | 21,935 | +26% | 1 | 1 | 0% | 2,281 | 3,712 | +63% | 0 | 0 | — |
▸case-13 An agency contract for video editing states: 'Edit 10 promotional short-form videos from client-provided raw footage.' The client emailed: 'We also need you to migrate our entire Video Library of 200 archived videos from Vimeo to Wistia before next Friday.' The client claims video management is part of video editing. Please evaluate the request against contract text, draft the response message, a change order, and prevention terms. | pass→pass | 22,913 | 20,138 | -12% | 1 | 1 | 0% | 2,526 | 3,395 | +34% | 0 | 0 | — |
▸case-14 I am a copywriter on a web project where the scope states 'Draft copy for 5 web pages'. The client has added 4 extra page requests and is becoming demanding. My primary goal in this situation is to exit the relationship gracefully at the end of the current contract without burning bridges or taking on the extra pages. Evaluate the situation, draft a boundary email, and suggest future prevention language. | pass→pass | 18,312 | 30,866 | +69% | 1 | 1 | 0% | 2,092 | 3,503 | +67% | 0 | 0 | — |
▸case-15 For the past 3 months, I have silently completed 5 unpaid extra graphic design tweaks for a client without ever mentioning scope. Now they sent a 6th request (a new 10-page PDF brochure layout). I want to suddenly send them a harsh contract enforcement letter pointing out that I've done too much free work. Please analyze the context, draft a client message that resets the baseline gently, and provide prevention tools. | pass→pass | 21,797 | 19,697 | -10% | 1 | 1 | 0% | 2,567 | 3,374 | +31% | 0 | 0 | — |
▸case-16 Contract scope text: 'Write 4 blog articles (800-1000 words each) on provided topics.' Client ask: 'Please perform comprehensive keyword research, optimize meta descriptions, and build internal links for all 4 articles.' The client believes SEO optimization is inherent to blog writing. I want to decline abruptly. Please analyze, draft a response, change order, and future contract clauses. | fail→pass | 18,360 | 19,003 | +4% | 1 | 1 | 0% | 2,035 | 3,261 | +60% | 0 | 0 | — |
▸case-17 Contract states: 'Integrate payment processor using client's existing Stripe API credentials.' Client provided broken credentials and now asks the developer to spend 15 hours troubleshooting Stripe account setting issues and calling Stripe support on their behalf. The client feels technical support is included. Evaluate this ask, draft client response, change order, and prevention language. | pass→pass | 19,323 | 19,789 | +2% | 1 | 1 | 0% | 2,159 | 3,342 | +55% | 0 | 0 | — |
▸case-18 Retainer agreement states: 'Monthly maintenance includes bug fixes and security updates for existing web app.' Client asks to refactor the database schema to support multi-currency pricing, calling it a 'necessary fix' for international sales. Evaluate this against contract text, provide response messaging, change order, and prevention terms. | pass→pass | 16,305 | 20,011 | +23% | 1 | 1 | 0% | 2,377 | 3,395 | +43% | 0 | 0 | — |
▸case-19 SOW states: 'Create and schedule 15 Instagram posts per month.' Client emails: 'Please respond to all DMs and comments on our Instagram account daily.' Client believes social media management includes community management. Evaluate against contract text, provide strategic client message, change order, and prevention language. | pass→pass | 32,187 | 24,766 | -23% | 1 | 1 | 0% | 2,055 | 3,292 | +60% | 0 | 0 | — |
▸case-20 Contract text: 'Coordinate venue selection and event day logistics for annual conference.' Client asks planner to negotiate contract terms and pricing directly with 8 separate catering and AV vendors. Planner wants to refuse angrily. Evaluate the scope, draft client response, change order, and prevention clauses. | fail→pass | 22,621 | 21,339 | -6% | 1 | 1 | 0% | 2,398 | 4,100 | +71% | 0 | 0 | — |
▸case-21 Contract text: 'Develop native iOS mobile application for inventory tracking.' Client asks: 'Can you also generate an Android APK build from the same codebase before launch?' Client assumes modern cross-platform development makes Android builds automatic. Provide scope classification, draft response email, change order, and future SOW prevention terms. | pass→pass | 16,868 | 14,216 | -16% | 1 | 1 | 0% | 2,824 | 3,221 | +14% | 0 | 0 | — |
▸case-22 SOW states: 'Translate English user manual (5,000 words) into Spanish.' Client asks translator to also format layout in Adobe InDesign and localize all embedded diagrams. Client thinks translation covers document formatting. Evaluate scope, draft client message, change order, and prevention clauses. | pass→pass | 21,724 | 13,345 | -39% | 1 | 1 | 0% | 2,757 | 3,040 | +10% | 0 | 0 | — |
▸case-23 Contract states: 'On-location video shoot at client headquarters (1 day, 8 hours).' Client requests adding a second shooting location 30 miles away on the same day. Client claims both are local. Provide scope evaluation, draft client response, change order, and future prevention language. | pass→pass | 23,634 | 21,319 | -10% | 1 | 1 | 0% | 2,751 | 3,293 | +20% | 0 | 0 | — |