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2 contributions 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
8 likes • 4d
Completely agree. The strongest use of AI is not asking it to produce an answer, but giving it a standard to work against. The rubric is where the human judgement sits. ChatGPT can generate quickly, but the quality improves when you define what “good” means: sharper thinking, clearer structure, stronger evidence, less filler, and a more useful final output. Example prompt: “Write a LinkedIn post on [topic] for [audience]. Then assess it against this rubric: 1) does the opening create a reason to keep reading, 2) is there a clear point of view, 3) is it specific rather than generic, 4) does it sound human, 5) does it end with a useful takeaway. Score each out of 10, explain the weakest areas, then rewrite the post to improve anything below 8.”
OpenClaw is NUTS....
I've been using OpenClaw for the last week and for a business owner, it's insane what you can do with it. It's so good, I'm thinking about starting another group just for OpenClaw users. Have you tried it yet? Jason
3 likes • Feb 20
I am just debating whether to put it in the cloud or on a separate local machine
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Simon Childs
2
9points to level up
@simon-childs-5874
Managing Director and Lead Creative at Artisan Boudoir. Cinematic light, calm direction, and images that feel honest, timeless, and intentional.

Active 4h ago
Joined Oct 12, 2023
Cambridgeshire UK
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