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| title: README | |
| emoji: 🦀 | |
| colorFrom: gray | |
| colorTo: red | |
| sdk: static | |
| pinned: true | |
| license: mit | |
| thumbnail: >- | |
| https://cdn-uploads.huggingface.co/production/uploads/68c5475a280650936d1586dd/wxFLiCJt_dN0hd0pYUDRv.png | |
| short_description: AI SLop Index - Check Text | |
| # VibeAxis | |
| **Receipts, not vibes.** We break AI toys in public—tiny tools, stress-tests, and proof that “looks real” isn’t evidence. | |
| > Writer-engineers shipping small, fast demos; red-teaming LLMs; and building provenance-first UX so performance theater has nowhere to hide. | |
| --- | |
| ## What we ship | |
| - **Spaces (demos):** quick, client-side prototypes you can poke. If it melts, good—now we know where. | |
| - **Playbooks:** reproducible tests, failure cases, and “prove-it” pipelines. | |
| - **Receipts:** posts, write-ups, and teardown notes that link back to the working demo. | |
| --- | |
| ## Live Spaces (pinned) | |
| - **Slop Index Lite** — on-page slop detector (clichés, hedges, repetition, sentence bloat). | |
| _Client-side only. No upload. No storage._ | |
| ⮕ Demo: https://huggingface.co/spaces/Vibeaxis/Slop-Index-Lite · Write-up: https://vibeaxis.com/the-ai-slop-index-grade-any-page-in-60-seconds/ | |
| - **Fake-Fast Detector Lite** — catch “performance theater” (TTFB, cache flags, script bloat) in the wild. | |
| ⮕ Demo: https://huggingface.co/spaces/vibeaxis/fake-fast-lite · Notes: https://vibeaxis.com/fake-fast-detector/ | |
| > Want to see something specific here? Open a discussion with a short repro or a sketch. Weird edge cases welcome. | |
| --- | |
| ## How we work (the receipts doctrine) | |
| 1. **Prove-it is the default.** If media or claims can’t travel with provenance (device signing / content credentials / chain-of-custody), they travel with a warning label. | |
| 2. **Small > big.** Fast demos beat half-built platforms. Ship, measure, iterate. | |
| 3. **Humans first.** UX over leaderboard cosplay. If it’s not useful under thumb, it’s theater. | |
| 4. **Document failure.** Bad outputs are feature requests in disguise. We publish them. | |
| --- | |
| ## Contribute / collaborate | |
| - **Issues & ideas:** use Discussions to pitch a micro-demo, submit a failure mode, or request a test. | |
| - **PRs:** keep them surgical—one feature/fix per PR, with a 60-second demo video or GIF if possible. | |
| - **Attribution:** we keep model/data/tool credits visible; you should too. | |
| > No spam, no “DM for promo,” no stealth tracking. This is a lab, not a funnel. | |
| --- | |
| ## Reuse & license | |
| - **Code in Spaces:** MIT unless noted in the Space. | |
| - **Content (write-ups, docs):** CC BY-SA 4.0 unless otherwise specified. | |
| - **Third-party assets:** credited and licensed upstream; check each Space’s footer. | |
| --- | |
| ## Elsewhere | |
| - Site: https://vibeaxis.com | |
| - GitHub: https://github.com/Vibeaxis | |
| - dev.to: https://dev.to/viablemedia | |
| - Reddit: https://www.reddit.com/Radiant_mind33 | |
| - PyPI: https://pypi.org/user/`jban4032` | |
| - Instagram: https://www.instagram.com/jasonmbann/ | |
| - TikTok: https://www.tiktok.com/@viablemedia | |
| (If you found us through a thread, the deep link you want is probably on the site.) | |
| --- | |
| ## Contact | |
| Issues/Discussions here are best. For press or collaboration notes: `hello@vibeaxis.com`. | |
| **— VibeAxis** | |
| *Make the algorithms nervous.* | |
| [](https://slop-index.pages.dev/) | |