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ai-assisted-prototyping
Help users build functional product prototypes from natural language or visual mocks using AI coding tools. This skill enables product leaders to bypass engineering bottlenecks and validate ideas through hands-on building.
Why this score
This repo hosts 10 skills, so its 1,431 stars are split between them (about 143 each) for scoring.
Popularity score: 57/100 from public GitHub signals only. It shows how widely used and maintained this is, not how well it works. Not included yet: the fake-star check. The security scan is shown separately and doesn't change the score. How we rank
Security
Scanned Oct 20, 2026 at commit 13598cc54e09, with Cisco's open-source skill-scanner.
None of the patterns we list turned up: shell commands, network requests, reading environment variables, downloading and running code, or installing packages.
A scan lists patterns in the code. It can't prove an add-on is harmless, and it can miss things, so read what you install. How we scan
Alternatives
Other makers' add-ons that do the same job, next to this one.
| Name | Score | Stars | Context | Updated |
|---|---|---|---|---|
| This oneai-assisted-prototyping RefoundAI/lenny-skills · Skill | 57 | ★ 1.4k | ≈62 always | 4mo ago |
| commit-assisted-by fluxcd/agent-skills · Skill Both about assisted and coding | 63 | ★ 233 | ≈30 always | 21d ago |
| dstack-prototyping dstackai/dstack · Skill Same job: ui design | 78 | ★ 2.3k | ≈94 always | 16d ago |
| learn-prototype Li-Evan/Bloom · Skill Same job: ui design | 60 | ★ 289 | ≈48 always | 2mo ago |
| prototype rengwu/wayfinder-maps · Skill Same job: ui design | 59 | ★ 141 | ≈47 always | 29d ago |
| brainstorm-prototypes Neeeophytee/finding-unknowns-skills · Skill Same job: ui design | 58 | ★ 353 | ≈74 always | 1mo ago |