generative-ui-expert

generative-ui-expert is an LLM app frameworks & APIs skill for AI agents, published by QodeXcli in the QodeX repository on GitHub. Skillspace rates generative-ui-expert C (72/100) and the safety scan flagged it for review; the rating is based on static analysis only.

Build runtime Generative UI — interfaces a language model assembles live by streaming structured data / tool calls that the client maps to React components. Covers the Vercel AI SDK 5 patterns (useChat + typed tool-invocation parts, useObject, and streamUI for RSC), the streaming/render-stability algorithms (frame-budget token coalescing, full-jitter reconnect backoff, recency-weighted context truncation), and the hard guardrails that keep a generative app from re-render hell, memory leaks, and hallucinated UI. Load when the user builds a Next.js/React app whose UI is generated at RUNTIME by an LLM (AI chat that renders charts/cards/forms, copilots, dashboards assembled from tool results) — NOT for ordinary static component work (use frontend-architect for that).

Grade
C
Quality
72 / 100
Safety
Needs review
GitHub stars
33

Unproven: rated by static analysis only, not yet compared head-to-head.

This rating describes the version of the repository we crawled; it may have changed since, so go by its current files.

View source on GitHubQodeXcli/QodeX

Our review

Architecture
100 / 100
Maturity
Structured: ships references or scripts
Security scan
Medium-risk patterns
License
Not declared. Check the repository before reusing it.
Adoption
Adopted by 0 other repositories, in 0 collections

What the scanner flagged

  • hidden/zero-width/bidi unicode chars
  • mentions secrets in text

Not checked yet

  • Not judged on the rubric yet (not a contender in its category)
  • No blind task eval yet
  • Scope (portable / vendor / repo-internal) not assessed; only the top of each category is read for scope
  • Sibling files (scripts, references) not fetched; security scan covers SKILL.md only

Better-rated skills in LLM app frameworks & APIs

Skillspace indexes and rates this skill; it does not host or endorse it. Run third-party skills at your own risk.