app-builder

app-builder is a Cross-platform mobile skill for AI agents, published by qualcomm in the qai-appbuilder repository on GitHub. Skillspace rates app-builder C (77/100) and it passed the safety scan; the rating is based on static analysis only.

App Builder — generate complete, runnable fullstack WebUI applications (FastAPI backend + pure HTML/CSS/JS frontend) around on-device AI Model Packs (OCR, TTS, ASR, Super-Resolution, etc.) that run locally on the NPU/CPU via qai_appbuilder. Use this skill when the user wants to build, generate, modify, or debug a standalone WebUI app around any installed Model Pack. Covers full project authoring, common pitfalls (model pre-loading, QNN thread safety, CSS hidden override, image layout), and ready-made shared components under factory/app_builder/_webui/.

Grade
C
Quality
77 / 100
Safety
Passed
GitHub stars
184

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

Not launch-quality. It is graded C with a clean safety verdict, but our quality filters exclude it: it is a near-duplicate variant of another skill. So it is not in our launch-quality set, the skills our MCP server searches and recommends. How launch-quality is decided

Our two independent classifiers differ on this skill's category, so treat the placement as provisional.

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

View source on GitHubqualcomm/qai-appbuilder

Our review

Architecture
93 / 100
Maturity
Structured: ships references or scripts
Security scan
No issues found
License
Not declared. Check the repository before reusing it.
Adoption
Adopted by 0 other repositories, in 0 collections

Not checked yet

  • Category is a classifier prediction; no model has read this skill 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

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