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Prompt Details

Model
Chat - (gpt-6-luna)
Token size
1,563
Example input
[TOPIC]: Why software testers should understand the user, not just the requirements [SOURCE_MATERIAL]: A test can technically pass while the experience is still confusing. Testers often focus on acceptance criteria, but users experience the complete workflow. An error message can appear correctly but fail to explain what the user should do next. A button can function but have a confusing label. A save operation can work while providing so little feedback that the user is unsure whether anything happened. [TARGET_AUDIENCE]: QA testers, QA engineers, developers, product owners, and software professionals [ANGLE_OR_GOAL]: Explain why good QA should evaluate user clarity in addition to technical requirement compliance. [OUTLINE_PREFERENCES]: Length: Approximately 800 words. Use 4 main sections. Begin with a concrete example. Keep the tone professional and approachable. Include practical QA questions. Include a conversational CTA at the end.
Example output
ARTICLE DIRECTION Core article angle: A technically correct feature can still create a poor or confusing user experience. Intended reader benefit: Help software professionals expand their definition of quality beyond acceptance criteria. Main takeaway: Requirements define expected behavior, but testers should also consider whether that behavior is clear to the person using the product. Recommended narrative approach: Begin with a simple validation example, expand into the difference between functional correctness and user clarity, then provide practical questions testers can apply. TITLE DIRECTIONS 1. A Passing Test Doesn't Always Mean a Good Experience 2. QA Should Test More Than the Requirements 3. What Testers Can Learn by Thinking Like Users 4. The Question to Ask After a Test Passes 5. When Correct Software Still Confuses the User OPENING OPTIONS 1. Concrete situation Example: The form rejects the invalid value. The error appears exactly as expected. The test passes—but the message only says “Invalid input.” Why it fits: It demonstrates the entire article argument in a familiar QA situation. 2. Contrast Example: A feature can satisfy every acceptance criterion and still leave the user wondering what to do next. Why it fits: It establishes the tension immediately. 3. Question Example: What happens when software works exactly as specified but still doesn't make sense to the person using it? Why it fits: It invites testers to reconsider how they define quality. DETAILED OUTLINE SECTION 1 — The Test Passed. The User Is Still Confused. Purpose: Establish the difference between functional correctness and user clarity. Main point: Passing acceptance criteria is important but does not represent the entire user experience. Supporting points: - Use the “Invalid input” example. - Explain why the validation technically works. - Show what information the user is still missing. Material to use: Error-message example from the supplied notes. Transition: Move from the single example to the broader role of requirements. SECTION 2 — Requirements Are the Baseline Purpose: Avoid suggesting that requirements are unimportant. Main point: Requirements provide essential expected behavior, but they describe only part of the experience. Supporting points: - Acceptance criteria make testing objective. - Users never see the requirements document. - Users experience screens, labels, actions, and feedback. Material to use: Button-label and save-feedback examples. Transition: Introduce the idea of testing what the user understands. SECTION 3 — Ask What the User Understands Purpose: Give readers a practical QA mindset. Main point: Testers can uncover additional issues by considering clarity during normal testing. Supporting points: Ask: - Is the next action obvious? - Does the error explain how to recover? - Does the user receive confirmation? - Are labels understandable? - Would the workflow make sense without prior knowledge? Material to use: All three supplied examples. Transition: Connect individual observations to complete user journeys. SECTION 4 — Test the Journey, Not Only the Requirement Purpose: Bring the argument together. Main point: Quality becomes stronger when functional verification and user perspective complement one another. Supporting points: - Features exist inside workflows. - Each user action creates a next step. - Small clarity issues can affect the overall experience. - QA does not need to replace UX design to notice these risks. Transition: Lead naturally into the conclusion question. CONCLUSION PLAN Return to: The difference between “it works” and “it is clear.” Reader understanding: Technical correctness remains essential, but clarity is also part of quality. Suggested closing direction: End with the question: “Yes, it works—but is it clear?” CTA approach: Invite readers to share a feature that technically passed testing but still confused users. CONTENT GAPS 1. A real anonymized QA example would make the article more personal. 2. The writer could include how their team handles usability observations that are outside strict acceptance criteria. 3. A short example of a corrected error message could strengthen the comparison. WRITER'S CHECKLIST - Keep the requirements-versus-user distinction balanced. - Use concrete examples instead of abstract UX terminology. - Avoid suggesting that QA replaces UX specialists. - Make each section advance the argument. - End with a practical question readers can remember.
GPT

Medium Article Outline Writer

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GPT-6-LUNA
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Turn a Medium article idea, experience, or rough notes into a clear, detailed writing outline. Creates title directions, opening approaches, section structure, supporting points, transitions, conclusion ideas, and optional CTA placement. Customize the audience, article goal, depth, tone, and preferred structure before writing the full draft.
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