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An 800-line ruleset that makes an AI coding agent write more humanized, production-oriented code.
I originally built this into a custom coding harness that I run 24/7.
It wasn't designed as a generic prompt pack. These are the rules I actually use to make the agent behave more like an engineer working inside a real codebase, rather than a chatbot generating isolated snippets.
I'm just throwing it out here as a standalone product for anyone who wants to use it.
$29:
Production AI Prompt Pack
The network for creativity
Join 1.25M professional creatives like you
Connect with clients, get discovered, and run your business 100% commission-free
Creatives on Contra have earned over $150M and we are just getting started
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AI tools don’t always understand design the same way.
Some are really good at creating beautiful, spacious and aesthetically pleasing interfaces.
Others focus more on functionality, user flow and UX — even if the final interface doesn’t look as polished.
And that is why you need to understand the strengths of your AI tools and direct them accordingly.
For this design, I tested Claude, ChatGPT, and Figma Make.
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What I Built: Briefly
I built Briefly, a web app on Bubble.io that helps freelancers handle client pitches without the headache.
Smart Drafting: It takes a messy, casual client message and turns it into a clean, structured proposal with milestones and budgets.
Easy Sharing: Instead of messing with PDFs, you just send a secure web link that clients can view instantly without making an account.
All-in-One Feedback: Clients can leave comments directly on the page, and everything is tracked in one simple dashboard.
Modern Design: I focused on a clean, dark-themed UI that feels premium and is easy to navigate.
Why I Built It
Scratching my own itch: As a freelance AR and game dev, I get a lot of casual project requests. Writing proposals from scratch for every single one eats up hours of unbillable time.
Skipping the blank page: I wanted a tool that bridges the gap between a quick, disorganized email and a confident, ready-to-send pitch.
No more lost emails: Keeping track of revision requests in long email chains is a mess. I needed a way to keep all client comments permanently attached to the actual proposal.
The Contra Challenge: I wanted to test what I could pull off with no-code tools and see how fast I could launch a real, usable product without writing traditional web code.
this is so helpful!
