demo-app
demo-app is an Integration & environment testing skill for AI agents, published by pinin4fjords in the shinyngs repository on GitHub. Skillspace rates demo-app D (63/100) and it passed the safety scan; the rating is based on static analysis only.
Spin up a shinyngs Shiny app on test data to demo or verify a code change. Use whenever asked to run the app, demo this change, show me the UI, spin up a test app, click through a module, or verify something in the browser for this repo — including comparing before/after, old vs new, or two branches side by side, which this also handles by running both versions simultaneously on separate ports. Covers building a throwaway R env with all deps, installing local changes on top, getting test data (zhangneurons or synthetic), launching a full app vs a single module, and the pitfalls that waste time (stale ports, Docker memory limits, wrapped validate() errors).
- Grade
- D
- Quality
- 63 / 100
- Safety
- Passed
- GitHub stars
- 91
Unproven: rated by static analysis only, not yet compared head-to-head.
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.
Our review
- Architecture
- 80 / 100
- Maturity
- Structured: ships references or scripts
- Security scan
- No issues found
- License
- AGPL-3.0
- 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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