Similarity = cosine(your_GitHub_stars, Karpathy) Client-side
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HN · launched Jan 6, 2026 · 172 upvotes (top 4%) · 0 views
Niche: specialized analytics platforms · 141 launches, 4 in the last 7 days ▼ -67% · Explore this niche →
Category and tags
- Horizontal
- Analytics & BI
- B2C
- AI feature
- Hobby / open-source project
Visit website ↗ Source listing ↗
More like this: all 141 launches in specialized analytics platforms →
Could you build this?
Yes This client-side web application fetches a user's GitHub starred repos via GitHub's REST API, generates text embeddings using an in-browser model (e.g. Transformers.js) or lightweight API, and computes cosine similarity against precomputed vectors.
Discussion
20 comments analyzed.
Competitors mentioned: Scalene Python profiler
Concerns raised: Inaccurate recommendations - suggests irrelevant projects user never worked with, Load failures and errors - "Error: Load failed", "Repository not found" for existing repos, Only processes most recent 500 stars, excluding users with larger star counts, Sparse star data limits signal - no negative feedback or "didn't star" information, Recommendations show already-seen projects user disliked
Feature requests: Support for users with 1000+ starred projects, Handle deleted or archived repositories gracefully
Competitors
Other products that read as similar to this one : 136 launches clear the similarity bar, closest 8 shown.
Attention rank: #5 of 137 (itself plus its competitors, highest first, normalized so YC and Product Hunt are compared fairly).
Launched 56 days after the earliest competitor.
- Every Developer in the World, Ranked · hn · 2026-03-12 · 11 upvotes · similarity 0.55
- star-demo · github · 2026-11-05 · 34 upvotes · similarity 0.54
- A small game where you have to guess the stars of GitHub repositories · hn · 2026-05-26 · 5 upvotes · similarity 0.51
- GitHubRepo.cloud · ph · 2026-10-02 · 1 upvotes · similarity 0.46
- Workaround · hn · 2026-07-15 · 6 upvotes · similarity 0.46
- Star Exchange · ph · 2026-09-10 · 2 upvotes · similarity 0.44
- Star Digest · ph · 2026-11-01 · 1 upvotes · similarity 0.43
- Stars Organizer · ph · 2026-10-20 · 2 upvotes · similarity 0.43
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