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spectral-metadata-integration - Integrate MS2 spectra with feature groups in DDA LC-MS

Extract, consolidate, and annotate MS2 spectra with isotopic relationships and adduct information across grouped feature ions in DDA LC-MS workflows.

Tags

Updated: 2026-09-18

Capabilities

Typical Inputs

Typical Outputs

What this skill does

  • Retrieve MS2 scans from raw data
  • Select representative MS2 spectra
  • Annotate spectral metadata
  • Export structured spectral output

Inputs

  • Feature-grouped LC-MS data
  • Raw mzML files
  • Processed spectral index

Outputs

  • Consolidated MS2 spectra per feature group
  • Annotated spectral metadata
  • Structured output files

Requirements

  • DDA LC-MS acquisition mode
  • Centroided single-polarity mzML files
  • Prior completed feature grouping

Source

  • Spec: SKILL.md

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metabolomics
lc-ms
dda
spectral-consolidation
slaw
Retrieve MS2 scans from raw data
Select representative MS2 spectra
Annotate spectral metadata
Export structured spectral output
Feature-grouped LC-MS data
Raw mzML files
Processed spectral index
Consolidated MS2 spectra per feature group
Annotated spectral metadata
Structured output files