optimize-shiny-performance
Pass
Audited by Gen Agent Trust Hub on Jun 23, 2026
Risk Level: SAFE
Full Analysis
- [SAFE]: The skill provides legitimate instructions for performance optimization using standard R packages including 'profvis', 'promises', 'future', and 'DT'. These are established libraries in the R ecosystem.
- [COMMAND_EXECUTION]: The procedure includes shell commands for 'shinycannon', a well-known load-testing utility for Shiny applications provided by Posit (formerly RStudio). The usage described is consistent with standard performance testing workflows.
- [EXTERNAL_DOWNLOADS]: The skill references several software packages from the Comprehensive R Archive Network (CRAN). CRAN is a trusted and authoritative repository for R software, and the referenced packages (memoise, cachem, readr, shinyloadtest) are widely used and reputable.
- [NO_CODE]: The skill primarily consists of instructional documentation and code snippets for the user to implement within their own R environment, rather than shipping executable scripts that run automatically.
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