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HolobiomicsLab avatar

Claude Skills by HolobiomicsLab

github.com/HolobiomicsLab
12,704 skillsA× 12,683B× 13C× 2D× 60 installs5,708 views
Manifest GenerationA

Use when you maintain a local repository of biological sequences (such

ai-agentsgorails
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Maplet Function CompositionA

Use when you have metabolomics data that requires sequential processing

ai-agentsdebugginggit
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15
Marker Feature Identification And ValidationA

Use when when processing GC–MS or LC–MS data as m/z vs retention time

ai-agentsgogit
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15
Marker Feature Identification Chromatography MsA

Use when when processing raw chromatography–mass spectrometry data (GC–MS

ai-agentsgitdocumentation
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Marker Feature Visualization Retention Time MzA

Use when after NPFimg's automated detection algorithm has identified

ai-agentsgogit
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15
Marker Ion Ranking And FilteringA

Use when you have extracted latent low-dimensional peak features from

ai-agentsgogit
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15
Marr Output Object ManipulationA

Use when when you have a Marr() output object containing reproducibility

ai-agentsgit
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15
Masked Modeling Pre Training StrategyA

Use when when you have unlabeled molecular structure data (SMILES or

ai-agentspythonnode
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15
Masking Augmentation For Contrastive LearningA

Use when when training a transformer encoder on tandem mass spectra (MS/MS)

ai-agentspythongo
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Mass Accuracy AlignmentA

Use when after parsing MRM transition tables (m/z values, retention times,

ai-agentspythongo
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15
Mass Accuracy Collision Energy OptimizationA

Use when you have defined a set of lipid targets (species, adducts, chain

ai-agentsgotesting
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Mass Accuracy Ppm FilteringA

Use when when you have a set of candidate molecular formulae for a measured

ai-agentsgitdatabase
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Mass Accuracy Tolerance ApplicationA

Use when when you have generated in silico annotations (from GNPS ISDB,

ai-agentsgitdatabase
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Mass Accuracy Tolerance CalibrationA

Use when you have experimental fragment m/z values from HRMS/MS instruments

ai-agentsgogit
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15
Mass Accuracy Tolerance FilteringA

Use when when you have a peaklist from IDSL.IPA or similar peak-picking

ai-agentsgogit
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Mass Accuracy ValidationA

Use when after implementing or modifying an mzML parser module that converts

ai-agentspythongo
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15
Mass Action Kinetics FormulationA

Use when you have intracellular metabolomics concentration measurements

ai-agentsreactexpress
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15
Mass Action Kinetics Propensity ScoringA

Use when you have intracellular metabolomics measurements (absolute metabolite

ai-agentspythonreact
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15
Mass Action Law Flux PredictionA

Use when when you have quantified intracellular metabolite abundances

ai-agentspythonreact
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15
Mass Binning And Tokenization For Topic ModelingA

Use when you have extracted and intensity-normalized fragment ion masses

ai-agentspythongo
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15
Mass Calibration Against Reference StandardsA

Use when when processing raw FT-ICR transient data (e.g., ESI_NEG_SRFA.d)

ai-agentsgodocker
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Mass Calibration Coefficient ComputationA

Use when after successfully matching at least 5 reference m/z points

ai-agentsdockergit
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Mass Charge Retention Time ValidationA

Use when after loading centroided .mzML LC-MS data and creating a target

ai-agentsgogit
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15
Mass Chromatogram AlignmentA

Use when after chromatographic peak detection on preprocessed LC-MS data,

ai-agentsgitbackend
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Mass Defect CalculationA

Use when processing feature lists from LC- or GC-HRMS data (in mzML format

ai-agentspythongo
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Mass Defect Filtering For Chemical ValidityA

Use when after loading an MS-DIAL peak list (feature table with m/z,

ai-agentsexpressgit
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Mass Defect FilteringA

Use when after MS-Dial peak picking and feature table construction, when

ai-agentstestinggit
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Mass Delta ComputationA

Use when when you have parsed two or more MS/MS spectra (precursor m/z

ai-agentspythongo
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Mass Difference Adduct MatchingA

Use when after correlation-based feature pairing has identified feature

ai-agentspythongit
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Mass Difference Calculation And MatchingA

Use when you have centroided data-dependent acquisition (DDA) MS2 spectra

ai-agentspythongo
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Mass Difference Calculation From Spectral PeaksA

Use when you have a list of detected masses (m/z peaks) from MALDI-MS

ai-agentstestinggit
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Mass Difference Network ConstructionA

Use when you have a preprocessed peak list (m/z values and assigned molecular

ai-agentspythongo
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15
Mass Difference Pairwise CalculationA

Use when after importing MSI data as an msimat object and having a list

ai-agentsgotesting
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Mass Difference Pattern MatchingA

Use when after peak picking and sample alignment when you have an aligned

ai-agentsgogit
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Mass Difference Transformation Pair DerivationA

Use when you have a formula-assigned DOM dataset from FT-ICR MS (or other

ai-agentsgoreact
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15
Mass Distribution Vector CalculationA

Use when you have raw LC-MS fractional abundances (FAM) data from isotope

ai-agentsgogit
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Mass Error And Retention Time AlignmentA

Use when when processing low- or high-resolution mass spectrometry data

ai-agentsgogit
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Mass Error Calculation And AssessmentA

Use when after peak picking and before or after molecular formula assignment

ai-agentsexpressgit
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Mass Error Calculation And ReportingA

Use when after molecular formula assignment has been performed on calibrated

ai-agentsgodocker
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Mass Error Calculation And ValidationA

Use when when annotating observed mass spectrometry peaks against theoretical

ai-agentspythongit
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Mass Error CalculationA

'Use when when screening LC-HRMS datasets for suspect compounds: you

ai-agentsgoexpress
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Mass Error Distribution AnalysisA

Use when after applying polynomial m/z recalibration using a reference

ai-agentsrustgo
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Mass Error Threshold CalibrationA

Use when you have isolated TIC peak regions and need to extract ion chromatograms

ai-agentsgitperformance
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Mass Error Tolerance FilteringA

'Use when when annotating full-scan MS or MS imaging data against a metabolite

ai-agentsgogit
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Mass Feature To Node MappingA

Use when you have an untargeted metabolomics feature table with m/z values,

ai-agentspythonreact
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15
Mass Fragment Neutral Loss RepresentationA

Use when when you have raw or minimally processed MS/MS spectra (in positive

ai-agentspythongit
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Mass Fragment Pattern QueryingA

Use when after LDA modeling has produced an inferred motifset (JSON format)

ai-agentssqlgit
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Mass Grid Construction And MappingA

'Use when after mass track extraction from individual LC-MS samples,

ai-agentspythongo
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Mass Grid Index Traversal And RetrievalA

Use when when you have constructed a MassGrid (m/z-aligned mass tracks

ai-agentspythongit
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Mass Isotopologue Adduct GroupingA

Use when after sample alignment has established consensus retention time

ai-agentsgodocker
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15