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I built something wild for the Paper Challenge🚀
It turns any GitHub repo into a visual case study — instantly.
No writing. No designing.
Just drop a repo link… and the canvas builds itself.
That’s CodeSage💯
Most devs have solid projects…
but they’re buried in README files nobody reads.
CodeSage changes that.
It reads your actual code — architecture, stack, commits —
and transforms it into a clean, dark, presentation-ready case study.
The real unlock?
Paper MCP.
I connected my AI agent directly to the canvas.
So instead of designing manually…
the agent builds everything:
• Sections
• Layout
• Insights
• Structure
All generated directly on the canvas.
No drag. No drop.
Just output.
Pick any repo → get 3 analysis modes:
*Each one gives
→ Complexity score
→ PR velocity
→ Language breakdown
→ Full Refactor Roadmap
Try CodeSage: https://codesage-871524277866.us-central1.run.app/
Tech stack:
Paper MCP · Gemini API · GitHub API · Antigravity
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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Designed a product for Contra that doesn’t exist yet for the independents.
A free 42-day sprint that turns freelancers into verified Contra Experts.
• AI-powered personalized roadmap
• Accountability partner
• Public learning journal
• Verified Expert badge on your Contra profile
Not a mockup. A fully working prototype.
Not just a concept. A complete business case.
→ Why this makes Contra stronger
→ Why freelancers with this badge charge significantly more
→ Why this gives Contra a clear advantage over every other platform
From the memorable AI terminal animation to the full dashboard and the Learn → Earn → Active + Passive flywheel, every detail was carefully crafted to strengthen Contra’s entire ecosystem.
Would love your honest thoughts on this concept.
Detailed case study + live prototype 👇
Prototype: https://contra-university-levelup.figma.site
Case Study: Check it out
#LevelUp #ContraUniversity #contralabs #ProductDesign #BuildInPublic
great job 👌
What if a small business could create product listings in seconds ?
My sister pours heart into making handmade crochet flowers.
But capturing that premium feel on a camera is nearly impossible.
She spents hours in creating them so I wanted to give her work the stage it deserves.
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From a quick snapshot to a fully realized product listing.
Because the best way to support small creators…
is giving them the power to show what their craft is truly worth.
Built with FLORA.
Try the Technique & my submission for the Flora X Contra Challenge:
https://app.flora.ai/techniques/zero-to-launch-listing-engine
#FLORATechnique
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Built with a clean, minimal interface and smooth interactions, the app enhances user engagement while helping brands boost conversions and reduce returns—bringing a smarter, more personalized shopping experience to modern fashion.
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