Top AI Repos — open-source AI, indexed and scored
Top AI Repos tracks AI repositories on GitHub and answers two different questions about each one: is it moving right now, and would you bet a product on it.
Top AI Repos tracks AI repositories on GitHub and answers two different questions about each one: is it moving right now, and would you bet a product on it.
By a 12-year product manager who builds 0-to-1: takes a beginner from a vague idea to a buildable plan, then guides the build (GitHub basics, clean-code habits, a verify-and-iterate loop, a checkup for the mess). For Claude Code, Codex, and Antigravity. grill-me is for engineers, vibe-check is for everyone else.
| Date | Stars |
|---|---|
| 2026-07-24 | 516 |
| 2026-07-25 | 518 |
| 2026-07-28 | 527 |
| 2026-07-30 | 527 |
| 2026-07-31 | 532 |
| 2026-08-06 | 532 |
Today
— stars today
This week
+5 stars this week
This month
— stars this month
Momentum
42.4
growth rate 0.95%/day
 [](https://www.producthunt.com/products/vibe-check-6?launch=vibe-check-7) <!-- To use the official animated Product Hunt badge instead, grab the embed snippet (with the numeric post_id) from the launch page's "Embed" panel and replace the line above. --> **[vibe-check is live on Product Hunt today.](https://www.producthunt.com/products/vibe-check-6?launch=vibe-check-7)** If it helped you, an upvote or a comment there means a lot. # vibe-check A skill for AI coding tools that guides complete beginners from a vague app idea to a buildable blueprint. Every coding skill out there is great... if you already know what you're building. That's the catch. Most of them start the moment you've decided what to make. The hard part, the part that sinks most projects, happens before that. That's the part I spent 12-plus years doing as a product manager, taking things from zero to one. vibe-check is that work, turned into a skill. You come in with a vague idea. It helps you dig out the real problem hiding underneath it, then pressure-tests whether that problem is even worth solving, against what real people actually struggle with and not just your gut. From there it maps the whole experience, the real screens and flows, and turns the lot into a plan and a buildable blueprint your AI can follow. And before you write a line of code, it works out your growth loop, so the thing has a shot at pulling in its own next users instead of you dragging in every one by hand. --- **Every other skill helps you build it right. This one makes sure you're building the right thing.** > ### Want it done for you? > > The method below is free, and it works. If you'd rather have the person who wrote it drive it, that's my day job. I validate ideas before they cost you money, audit AI-built apps that got scary to touch, and turn ideas into validated blueprints your AI agent builds from. > > **[Idea Validation](https://www.fiverr.com/amer_arab/validate-your-startup-or-app-idea-before-you-build-it)** · **[Vibe-Code Rescue Audit](https://www.fiverr.com/amer_arab/audit-your-lovable-cursor-or-bolt-vibe-coded-app-and-tell-you-what-to-fix)** · **[Validated MVP Blueprint](https://www.fiverr.com/amer_arab/validate-your-app-idea-and-blueprint-an-mvp-your-ai-agent-can-build)** · or just write to **[email protected]** > > See a real sample: the [AuDHD validation report](https://texasbedouin.github.io/vibe-check/examples/audhd-validation-report.html), produced on a real idea with real research. ## Start wherever you are vibe-check has three on-ramps, so you don't repeat work you've already done: - **The full journey**: vague idea in, validated buildable plan out. The default. - **Validate only**: "Is this worth building?" gets a straight, evidence-backed answer and a findings summary. No blueprint for a dead idea. - **Plan only**: already validated it? Bring your research (or your findings summary) and jump straight to planning the build. ## What it does When someone who's never coded before says "I want to build an app that does X," this skill turns their AI tool into a patient mentor that: 1. **Discovers what they actually need**: not features, but the real problem they're solving (Reddit pain-mining, a competitor gap analysis, and ODI opportunity scoring) 2. **Maps the entire user experience**: happy flows, failure flows, and edge cases 3. **Surfaces decisions they don't know they need to make**: auth, databases, payments, hosting, legal 4. **Recommends a modern tech stack**: with plain-language explanations of what each piece does and why 5. **Produces a complete plan document**: structured as the AI coding tool's onboarding manual, plus an **interactive PRD** the human opens in their browser, the whole sessio
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Would you bet a product on this? Bounded 0–100 and slow moving.
matched fp:6902be0f1e5bb5ad, topic:ai-coding, topic:vibe-coding
matched fp:6902be0f1e5bb5ad, topic:prompt-engineering
matched fp:6902be0f1e5bb5ad, topic:no-code