pradeeshwarrj/pamflow ? reverse-engineered prompt
Reverse engineered prompt
Build me an R package for an end to end passive acoustic monitoring workflow that takes raw field recordings and turns them into useful ecological outputs with one config file and a few simple function calls.
I want it to help organize and check audio from common recorders, batch run BirdNET detections, clean and merge those detections, let me review and validate results in a Shiny app, and then build occupancy histories, activity summaries, richness and diversity metrics, and report tables for downstream modeling. It should also include a soundscape analysis path that computes common acoustic indices like ACI, ADI, AEve, Bio, H, M, and NDSI, with daily profiles and HTML summary reports.
Please make it feel like a real analysis tool for researchers, with a setup flow, a sample project I can try right away, clear config driven defaults, and good documentation and examples. If you need to check current package docs or best practices online, go ahead and do that.
Are you gonna build this?
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