cyberneticlibrary

Analyze mass spectrometry LC-MS data

pyopenmsskillsetup L327,559
K-Dense-AI/scientific-agent-skills
What it does

Process mass spectrometry proteomics data (file I/O, feature detection, identification)

Best for

When you need end-to-end proteomics analysis with feature detection and ID integration.

Inputs
  • · mzML/mzXML/TraML files
  • · FASTA protein database
  • · search engine results (pepXML, idXML)
Outputs
  • · FeatureMap
  • · peptide/protein identifications
  • · quantified features
Requires
  • · Python
  • · PyOpenMS
  • · OpenMS C++ library
Preconditions
  • · raw MS files in standard format
  • · protein database available
Failure modes
  • · unsupported file format
  • · algorithm parameters not validated on sample data
Trust signals
  • · handles multiple MS file formats
  • · integrates peptide ID engines
  • · exports to Pandas