All authors
HolobiomicsLab avatar

Claude Skills by HolobiomicsLab

github.com/HolobiomicsLab
12,704 skillsA× 12,683B× 13C× 2D× 60 installs5,712 views
Mass Spectrometry Structural AnnotationA

Use when after identifying statistically significant features (e.

ai-agentspythonnode
0
15
Mass Spectrometry Substructure AssignmentA

Use when after Mass2Motif discovery via LDA on preprocessed MS/MS spectra,

ai-agentspythonsql
0
15
Mass Spectrometry Target List PreparationA

Use when you have a raw .xlsx or tabular file listing candidate compounds

ai-agentsexpressgit
0
15
Mass Spectrometry Tolerance CalibrationA

Use when after generating a feature table from mzML data (via Asari)

ai-agentspythontesting
0
15
Mass Spectrometry Tolerance Window CalibrationA

Use when after feature extraction from raw LC-MS or GC-MS data (using

ai-agentsgogit
0
15
Mass Spectrometry Transition Data FormattingA

Use when when you have raw mass spectrometry transition data from a triple-quadrupole

ai-agentsreactgit
0
15
Mass Spectrometry Tune Data LoadingA

Use when you have positive- or negative-mode tune reference compound

ai-agentspythongit
0
15
Mass Spectrometry Visualization Backend ComparisonA

'Use when you have a mass spectrometry visualization library that claims

ai-agentspythongit
0
15
Mass Spectrometry Workflow Orchestration SnakemakeA

Use when when you have a collection of mzML.gz files from a multidimensional

ai-agentspythongo
0
15
Mass Spectrometry Workflow OrchestrationA

Use when you have a collection of mzML or mzML.gz files from LC-IMS-MS/MS

ai-agentspythongo
0
15
Mass Spectrometry Wrapper Function DesignA

Use when when you have a Spectra-based MS analysis workflow in R but

ai-agentspythongo
0
15
Mass Spectrum Adduct AssignmentA

Use when when analyzing tandem mass spectra with unknown precursor adduct

ai-agentspythongo
0
15
Mass Spectrum Averaging And ProcessingA

Use when you have loaded a Bruker Solarix transient file (.d format with

ai-agentsgogit
0
15
Mass Spectrum Basepeak ExtractionA

Use when when you have Thermo Fisher Scientific .raw files from Orbitrap

ai-agentsc#git
0
15
Mass Spectrum Binning And VectorizationA

Use when when preparing MS/MS spectra for neural network training or

ai-agentspythongit
0
15
Mass Spectrum Calibration ValidationA

Use when after applying frequency domain calibration (Ledford, linear,

ai-agentsgodocker
0
15
Mass Spectrum Database MatchingA

Use when you have centroided LC-MS/MS spectral data (in MGF, mzXML, mzML,

ai-agentspythongit
0
15
Mass Spectrum De Novo AnalysisA

Use when you have an unknown MS/MS spectrum (m/z and intensity pairs)

ai-agentsgogit
0
15
Mass Spectrum Embedding GenerationA

Use when you have cleaned MS/MS spectra (in formats like .mgf, .msp,

ai-agentspythongit
0
15
Mass Spectrum Extraction And FormattingA

Use when you have raw GC-MS data in netCDF or vendor-specific binary

ai-agentsgogit
0
15
Mass Spectrum Fragment Ion ExtractionA

Use when you have an experimental MS/MS spectrum (e.g., from MassBank

ai-agentsgitdatabase
0
15
Mass Spectrum Histogram InterpretationA

Use when after computing all pairwise mass differences from a mass spectrometry

ai-agentsgogit
0
15
Mass Spectrum M Z AlignmentA

Use when when working with multidimensional MS data (LC–IM–MS/MS) converted

ai-agentsgitperformance
0
15
Mass Spectrum Noise Threshold Parameter SelectionA

Use when when processing raw or centroid mass spectra (e.g., ESI-MS or

ai-agentspythongo
0
15
Mass Spectrum Normalization And PreprocessingA

Use when you have raw tandem mass spectra data (mz/intensity pairs and

ai-agentspythonsql
0
15
Mass Spectrum Peak AggregationA

Use when you have a processed mass spectrum object with assigned molecular

ai-agentsgogit
0
15
Mass Spectrum Peak Annotation And NormalizationA

Use when you have raw MS/MS spectra in MSP format or as numpy arrays

ai-agentspythongit
0
15
Mass Spectrum Peak DetectionA

Use when you have raw or processed MS spectrum data (mz/intensity pairs)

ai-agentsgogit
0
15
Mass Spectrum Peak List HandlingA

Use when you have raw or preprocessed electron ionization (EI) mass spectral

ai-agentsgogit
0
15
Mass Spectrum Peak Manipulation MergingA

Use when after generating electronic noise (uniformly sampled m/z with

ai-agentspythongo
0
15
Mass Spectrum Peak MatchingA

Use when when you have a query electron ionization mass spectrum (as

ai-agentsgogit
0
15
Mass Spectrum Peak NormalizationA

Use when when comparing two or more MSMS spectra using intensity-weighted

ai-agentsgogit
0
15
Mass Spectrum Plot RenderingA

Use when after importing and preprocessing mass spectrometry data (in

ai-agentsgogit
0
15
Mass Spectrum Prediction ModelingA

Use when you have a collection of molecular structures (SMILES or chemical

ai-agentspythongo
0
15
Mass Spectrum Prediction Neural NetworksA

Use when when you have molecular structures (SMILES, InChI, or chemical

ai-agentspythongo
0
15
Mass Spectrum Preprocessing And NormalizationA

Use when when you have raw MS/MS spectra in MGF or mzML/mzXML formats

ai-agentspythongit
0
15
Mass Spectrum PreprocessingA

Use when you have raw MS/MS spectra in MGF format with variable peak

ai-agentspythongit
0
15
Mass Spectrum Query ProcessingA

Use when you have an unknown mass spectrum (as m/z and intensity arrays)

ai-agentsjavascriptpython
0
15
Mass Spectrum Scan Extraction And WindowingA

Use when when you have a full mass spectrum scan (e.g., FT1 or FT2 scan

ai-agents
0
15
Mass Spectrum Scan ParsingA

Use when you have raw mass spectrometry data files from a Thermo instrument

ai-agentsgogit
0
15
Mass Spectrum Semantic EncodingA

Use when when you have an unknown compound's mass spectrum (m/z peaks

ai-agentspythongit
0
15
Mass Spectrum Similarity ScoringA

Use when when you have a query MS/MS spectrum (m/z and intensity pairs)

ai-agentsgogit
0
15
Mass Spectrum SimulationA

Use when when you have one or more peptide sequences (as strings) and

ai-agentspythongit
0
15
Mass Spectrum Structure ElucidationA

Use when you have an experimental tandem mass spectrum (collision-induced

ai-agentspythongo
0
15
Mass Spectrum Tensor EncodingA

Use when when you have parsed EI-MS spectrum data (m/z and intensity

ai-agentspythongit
0
15
Mass Spectrum Tokenization And Bag Of Fragments GenerationA

Use when after filtering and cleaning MS/MS spectra (positive/negative

ai-agentspythongit
0
15
Mass Spectrum Visualization MatplotlibA

Use when you have an annotated MsmsSpectrum object (with fragment assignments

ai-agentspythongit
0
15
Mass Spectrum VisualizationA

Use when when you have extracted m/z and intensity arrays from an MZA

ai-agentspythonshell
0
15
Mass To Charge FilteringA

Use when after generating theoretical B/Y ion spectra or after importing

ai-agentsgogit
0
15
Mass To Charge Matching Tolerance TuningA

Use when you are preparing to align two or more nontargeted LCMS datasets

ai-agentspythongo
0
15