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1 contribution to ChatGPT Users
The rubric trick: how to make ChatGPT grade its own work and fix it
Most people accept ChatGPT's first answer, tweak it a bit, and move on. The single biggest upgrade you can make is to stop treating the first draft as the answer and start treating it as something to be marked. Here's the move. You give ChatGPT the task, then you hand it a rubric, the same criteria you'd use to judge the work yourself, and you make it score its own draft against that rubric before you ever see it. Then it rewrites to fix its lowest scores. Say you're writing a cold email. Most people prompt: "Write a cold email to a marketing director offering our service." You get something generic. Instead, try this: "Write a cold outreach email to a marketing director. Then score your own draft from 1 to 10 on each of these: 1) does the first line earn the second, 2) is it about them not us, 3) is there one clear ask, 4) would a busy person read it in under 15 seconds. Show the scores, then rewrite to fix anything under 8." Now you're not hoping for a good email. You've told it what good looks like and made it run the editing pass you'd normally do yourself. Two things make this work. First, the rubric is where your expertise goes. You know what a good email, landing page, or proposal needs, so you encode it once. The model is far better at applying a clear standard than inventing one. Second, asking for scores forces it to actually evaluate instead of just rephrasing, and it will usually catch its own weakest spot before you have to. Save your favourite rubrics and reuse them. A good-email rubric, a good blog-intro rubric, a sales-call-summary rubric. Over time that's a quiet quality system running on every task. What's a task you'd want a rubric for? Tell me the task in the comments and I'll help you build the criteria.
The rubric trick: how to make ChatGPT grade its own work and fix it
5 likes • 3d
Thank you @Jason West ! I took your sample and rewrote it for me: " Write the hero section, social proof block, and primary CTA for a landing page that sells a book on Amazon. The book solves one specific, painful problem for a clearly defined audience. Then score your own draft from 1 to 10 on each of these six criteria: 1. Above-the-fold clarity: Does a visitor instantly know what the book is, who it's for, and why it matters, without scrolling? 2. One sharp promise: Is there a single, concrete, desirable outcome stated (not a list of features)? 3. About them, not us: Do the headline and body lead with the reader's pain, identity, or aspiration and not the author's credentials? 4. One clear ask: Is there exactly one call to action, visible and unambiguous? 5. 15-second scannability: Would a busy, distracted visitor absorb the core message and feel compelled to act in under 15 seconds? 6. Objection-proofing: Are the top one or two silent objections (skepticism, risk, effort) preempted and neutralized? Show the scores in a table. Then rewrite every element that scored below an 8, explaining what changed and why, until all six reach at least 8. " :-)
1-1 of 1
Danica Liebig
2
15points to level up
@danica-liebig-6986
Hallo, ich freue mich mit Euch in das Meer der AI Möglichkeiten einzutauchen :-). Lehrerin, Malerin, Homöopathie aus der Steckdose.

Active 7h ago
Joined Feb 18, 2025
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