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Interesting! How does it work under the hood? If you can share. Would like to understand if this improves my Claude Code's understanding of my codebase.
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It’s basically scanning the source code for each question (you can also check out specific branches or release tags if you need to debug a particular version) and then writes up the answer once it finds it.

It’s not really meant to query your own code base (Claude Code already does a great job at that) but more to explore other code bases you want to integrate with.

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hey irrelevant question, what tools you use to make such great landing pages for your products? your instagit.com looks great, what's your vibe coding workflow?
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Thanks! No fancy tooling, I made it by just prompting Claude Code with the "frontend-design" skill from Anthropic: https://skillsmp.com/skills/anthropics-skills-skills-fronten...
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Any promoting tips for this sort of result?
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Sure, here are a few tips:

- Use a static website generator (I use Astro but there are others) where the agent can fully control every aspect of the website

- Use skills to enhance the prompting, like this frontend-design one but can also combine it with copy writing/seo skills etc

- Give the agent control access to the browser to give it visibility into the result in order to iteratively improve upon it

- The last thing is to just be very demanding and setting a high bar, so ask for animations and ask the agent over and over again “ok and now let’s improve what you just did”

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Thanks, yeah - astro is amazing. It’s too bad many people and llms reach for nextjs by default.
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Why not context 7?
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Context7 is great but ultimately it’s just a pre-generated static summarization that might not include the specific answers the agent needs. I have a slightly different approach where the actual source code is scanned for each question so it’s much more targeted and never out of date.
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