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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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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 👌
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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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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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