1,912 of these skill files have been read, by 1,195 distinct authors, and what they tell an agent counted. What Quality gates authors agree on, and what they forbid

• 4021

  File format validation

  HolobiomicsLab/asb-skill-collections/packs/metabolomics/ms-generic/skills/file-format-validation · Skill

  14★ repo

  Curated, evidence-grounded skill and software-tool collections for scientific AI agents, generated by the AgenticScienceBuilder

• 4022

  Ft icr spectrum recalibration validation

  HolobiomicsLab/asb-skill-collections/packs/metabolomics/ms-generic/skills/ft-icr-spectrum-recalibration-validation · Skill

  14★ repo

  Curated, evidence-grounded skill and software-tool collections for scientific AI agents, generated by the AgenticScienceBuilder

• 4023

  Json schema validation for dashboard

  HolobiomicsLab/asb-skill-collections/packs/metabolomics/ms-generic/skills/json-schema-validation-for-dashboard · Skill

  14★ repo

  Curated, evidence-grounded skill and software-tool collections for scientific AI agents, generated by the AgenticScienceBuilder

• 4024

  M z and retention time window validation

  HolobiomicsLab/asb-skill-collections/packs/metabolomics/ms-generic/skills/m-z-and-retention-time-window-validation · Skill

  14★ repo

  Curated, evidence-grounded skill and software-tool collections for scientific AI agents, generated by the AgenticScienceBuilder

• 4025

  Machine learning cross validation training

  HolobiomicsLab/asb-skill-collections/packs/metabolomics/ms-generic/skills/machine-learning-cross-validation-training · Skill

  14★ repo

  Curated, evidence-grounded skill and software-tool collections for scientific AI agents, generated by the AgenticScienceBuilder

• 4026

  Mandatory field verification

  HolobiomicsLab/asb-skill-collections/packs/metabolomics/ms-generic/skills/mandatory-field-verification · Skill

  14★ repo

  Curated, evidence-grounded skill and software-tool collections for scientific AI agents, generated by the AgenticScienceBuilder

• 4027

  Mass accuracy validation

  HolobiomicsLab/asb-skill-collections/packs/metabolomics/ms-generic/skills/mass-accuracy-validation · Skill

  14★ repo

  Curated, evidence-grounded skill and software-tool collections for scientific AI agents, generated by the AgenticScienceBuilder

• 4028

  Mass spectrometry feature detection validation

  HolobiomicsLab/asb-skill-collections/packs/metabolomics/ms-generic/skills/mass-spectrometry-feature-detection-validation · Skill

  14★ repo

  Curated, evidence-grounded skill and software-tool collections for scientific AI agents, generated by the AgenticScienceBuilder

• 4029

  Mass spectrum calibration validation

  HolobiomicsLab/asb-skill-collections/packs/metabolomics/ms-generic/skills/mass-spectrum-calibration-validation · Skill

  14★ repo

  Curated, evidence-grounded skill and software-tool collections for scientific AI agents, generated by the AgenticScienceBuilder

• 4030

  Mass to charge ratio validation

  HolobiomicsLab/asb-skill-collections/packs/metabolomics/ms-generic/skills/mass-to-charge-ratio-validation · Skill

  14★ repo

  Curated, evidence-grounded skill and software-tool collections for scientific AI agents, generated by the AgenticScienceBuilder

• 4031

  Metabolite annotation validation

  HolobiomicsLab/asb-skill-collections/packs/metabolomics/ms-generic/skills/metabolite-annotation-validation · Skill

  14★ repo

  Curated, evidence-grounded skill and software-tool collections for scientific AI agents, generated by the AgenticScienceBuilder

• 4032

  Metabolite benchmark dataset validation

  HolobiomicsLab/asb-skill-collections/packs/metabolomics/ms-generic/skills/metabolite-benchmark-dataset-validation · Skill

  14★ repo

  Curated, evidence-grounded skill and software-tool collections for scientific AI agents, generated by the AgenticScienceBuilder

• 4033

  Metabolomics data validation

  HolobiomicsLab/asb-skill-collections/packs/metabolomics/ms-generic/skills/metabolomics-data-validation · Skill

  14★ repo

  Curated, evidence-grounded skill and software-tool collections for scientific AI agents, generated by the AgenticScienceBuilder

• 4034

  Metadata field validation

  HolobiomicsLab/asb-skill-collections/packs/metabolomics/ms-generic/skills/metadata-field-validation · Skill

  14★ repo

  Curated, evidence-grounded skill and software-tool collections for scientific AI agents, generated by the AgenticScienceBuilder

• 4035

  Molecular formula assignment and validation

  HolobiomicsLab/asb-skill-collections/packs/metabolomics/ms-generic/skills/molecular-formula-assignment-and-validation · Skill

  14★ repo

  Curated, evidence-grounded skill and software-tool collections for scientific AI agents, generated by the AgenticScienceBuilder

• 4036

  Molecular formula parsing and validation

  HolobiomicsLab/asb-skill-collections/packs/metabolomics/ms-generic/skills/molecular-formula-parsing-and-validation · Skill

  14★ repo

  Curated, evidence-grounded skill and software-tool collections for scientific AI agents, generated by the AgenticScienceBuilder

• 4037

  Mzml output validation

  HolobiomicsLab/asb-skill-collections/packs/metabolomics/ms-generic/skills/mzml-output-validation · Skill

  14★ repo

  Curated, evidence-grounded skill and software-tool collections for scientific AI agents, generated by the AgenticScienceBuilder

• 4038

  Neural network module validation

  HolobiomicsLab/asb-skill-collections/packs/metabolomics/ms-generic/skills/neural-network-module-validation · Skill

  14★ repo

  Curated, evidence-grounded skill and software-tool collections for scientific AI agents, generated by the AgenticScienceBuilder

• 4039

  Numeric list construction validation

  HolobiomicsLab/asb-skill-collections/packs/metabolomics/ms-generic/skills/numeric-list-construction-validation · Skill

  14★ repo

  Curated, evidence-grounded skill and software-tool collections for scientific AI agents, generated by the AgenticScienceBuilder

• 4040

  Package installation verification and testing

  HolobiomicsLab/asb-skill-collections/packs/metabolomics/ms-generic/skills/package-installation-verification-and-testing · Skill

  14★ repo

  Curated, evidence-grounded skill and software-tool collections for scientific AI agents, generated by the AgenticScienceBuilder

• 4041

  Peak table schema validation

  HolobiomicsLab/asb-skill-collections/packs/metabolomics/ms-generic/skills/peak-table-schema-validation · Skill

  14★ repo

  Curated, evidence-grounded skill and software-tool collections for scientific AI agents, generated by the AgenticScienceBuilder

• 4042

  Peak validation synthetic data

  HolobiomicsLab/asb-skill-collections/packs/metabolomics/ms-generic/skills/peak-validation-synthetic-data · Skill

  14★ repo

  Curated, evidence-grounded skill and software-tool collections for scientific AI agents, generated by the AgenticScienceBuilder

• 4043

  Psm to spectrum linking validation

  HolobiomicsLab/asb-skill-collections/packs/metabolomics/ms-generic/skills/psm-to-spectrum-linking-validation · Skill

  14★ repo

  Curated, evidence-grounded skill and software-tool collections for scientific AI agents, generated by the AgenticScienceBuilder

• 4044

  Query representation validation

  HolobiomicsLab/asb-skill-collections/packs/metabolomics/ms-generic/skills/query-representation-validation · Skill

  14★ repo

  Curated, evidence-grounded skill and software-tool collections for scientific AI agents, generated by the AgenticScienceBuilder

• 4045

  R package installation and runtime verification

  HolobiomicsLab/asb-skill-collections/packs/metabolomics/ms-generic/skills/r-package-installation-and-runtime-verification · Skill

  14★ repo

  Curated, evidence-grounded skill and software-tool collections for scientific AI agents, generated by the AgenticScienceBuilder

• 4046

  Reference compound verification

  HolobiomicsLab/asb-skill-collections/packs/metabolomics/ms-generic/skills/reference-compound-verification · Skill

  14★ repo

  Curated, evidence-grounded skill and software-tool collections for scientific AI agents, generated by the AgenticScienceBuilder

• 4047

  Regression model validation quantification

  HolobiomicsLab/asb-skill-collections/packs/metabolomics/ms-generic/skills/regression-model-validation-quantification · Skill

  14★ repo

  Curated, evidence-grounded skill and software-tool collections for scientific AI agents, generated by the AgenticScienceBuilder

• 4048

  Round trip data integrity verification

  HolobiomicsLab/asb-skill-collections/packs/metabolomics/ms-generic/skills/round-trip-data-integrity-verification · Skill

  14★ repo

  Curated, evidence-grounded skill and software-tool collections for scientific AI agents, generated by the AgenticScienceBuilder

• 4049

  Smiles parsing and validation

  HolobiomicsLab/asb-skill-collections/packs/metabolomics/ms-generic/skills/smiles-parsing-and-validation · Skill

  14★ repo

  Curated, evidence-grounded skill and software-tool collections for scientific AI agents, generated by the AgenticScienceBuilder

• 4050

  Smiles string validation

  HolobiomicsLab/asb-skill-collections/packs/metabolomics/ms-generic/skills/smiles-string-validation · Skill

  14★ repo

  Curated, evidence-grounded skill and software-tool collections for scientific AI agents, generated by the AgenticScienceBuilder

• 4051

  Software testing unit validation

  HolobiomicsLab/asb-skill-collections/packs/metabolomics/ms-generic/skills/software-testing-unit-validation · Skill

  14★ repo

  Curated, evidence-grounded skill and software-tool collections for scientific AI agents, generated by the AgenticScienceBuilder

• 4052

  Spectral data format validation

  HolobiomicsLab/asb-skill-collections/packs/metabolomics/ms-generic/skills/spectral-data-format-validation · Skill

  14★ repo

  Curated, evidence-grounded skill and software-tool collections for scientific AI agents, generated by the AgenticScienceBuilder

• 4053

  Spectral database schema validation

  HolobiomicsLab/asb-skill-collections/packs/metabolomics/ms-generic/skills/spectral-database-schema-validation · Skill

  14★ repo

  Curated, evidence-grounded skill and software-tool collections for scientific AI agents, generated by the AgenticScienceBuilder

• 4054

  Spectral metadata validation

  HolobiomicsLab/asb-skill-collections/packs/metabolomics/ms-generic/skills/spectral-metadata-validation · Skill

  14★ repo

  Curated, evidence-grounded skill and software-tool collections for scientific AI agents, generated by the AgenticScienceBuilder

• 4055

  Spectrum array validation

  HolobiomicsLab/asb-skill-collections/packs/metabolomics/ms-generic/skills/spectrum-array-validation · Skill

  14★ repo

  Curated, evidence-grounded skill and software-tool collections for scientific AI agents, generated by the AgenticScienceBuilder

• 4056

  Spectrum metadata extraction validation

  HolobiomicsLab/asb-skill-collections/packs/metabolomics/ms-generic/skills/spectrum-metadata-extraction-validation · Skill

  14★ repo

  Curated, evidence-grounded skill and software-tool collections for scientific AI agents, generated by the AgenticScienceBuilder

• 4057

  Spectrum metadata validation

  HolobiomicsLab/asb-skill-collections/packs/metabolomics/ms-generic/skills/spectrum-metadata-validation · Skill

  14★ repo

  Curated, evidence-grounded skill and software-tool collections for scientific AI agents, generated by the AgenticScienceBuilder

• 4058

  Spectrum record consistency validation

  HolobiomicsLab/asb-skill-collections/packs/metabolomics/ms-generic/skills/spectrum-record-consistency-validation · Skill

  14★ repo

  Curated, evidence-grounded skill and software-tool collections for scientific AI agents, generated by the AgenticScienceBuilder

• 4059

  Tic peak isolation validation

  HolobiomicsLab/asb-skill-collections/packs/metabolomics/ms-generic/skills/tic-peak-isolation-validation · Skill

  14★ repo

  Curated, evidence-grounded skill and software-tool collections for scientific AI agents, generated by the AgenticScienceBuilder

• 4060

  Topic label validation distribution analysis

  HolobiomicsLab/asb-skill-collections/packs/metabolomics/ms-generic/skills/topic-label-validation-distribution-analysis · Skill

  14★ repo

  Curated, evidence-grounded skill and software-tool collections for scientific AI agents, generated by the AgenticScienceBuilder

• 4061

  Unit test validation for preprocessing

  HolobiomicsLab/asb-skill-collections/packs/metabolomics/ms-generic/skills/unit-test-validation-for-preprocessing · Skill

  14★ repo

  Curated, evidence-grounded skill and software-tool collections for scientific AI agents, generated by the AgenticScienceBuilder

• 4062

  Validator tool integration

  HolobiomicsLab/asb-skill-collections/packs/metabolomics/ms-generic/skills/validator-tool-integration · Skill

  14★ repo

  Curated, evidence-grounded skill and software-tool collections for scientific AI agents, generated by the AgenticScienceBuilder

• 4063

  Vectorized operation verification

  HolobiomicsLab/asb-skill-collections/packs/metabolomics/ms-generic/skills/vectorized-operation-verification · Skill

  14★ repo

  Curated, evidence-grounded skill and software-tool collections for scientific AI agents, generated by the AgenticScienceBuilder

• 4064

  Vocabulary coverage validation

  HolobiomicsLab/asb-skill-collections/packs/metabolomics/ms-generic/skills/vocabulary-coverage-validation · Skill

  14★ repo

  Curated, evidence-grounded skill and software-tool collections for scientific AI agents, generated by the AgenticScienceBuilder

• 4065

  Computational reproducibility verification

  HolobiomicsLab/asb-skill-collections/packs/metabolomics/ms-imaging/skills/computational-reproducibility-verification · Skill

  14★ repo

  Curated, evidence-grounded skill and software-tool collections for scientific AI agents, generated by the AgenticScienceBuilder

• 4066

  Data format validation and integrity checking

  HolobiomicsLab/asb-skill-collections/packs/metabolomics/ms-imaging/skills/data-format-validation-and-integrity-checking · Skill

  14★ repo

  Curated, evidence-grounded skill and software-tool collections for scientific AI agents, generated by the AgenticScienceBuilder

• 4067

  Java build artifact validation

  HolobiomicsLab/asb-skill-collections/packs/metabolomics/ms-imaging/skills/java-build-artifact-validation · Skill

  14★ repo

  Curated, evidence-grounded skill and software-tool collections for scientific AI agents, generated by the AgenticScienceBuilder

• 4068

  Mass spectrometry peak validation

  HolobiomicsLab/asb-skill-collections/packs/metabolomics/ms-imaging/skills/mass-spectrometry-peak-validation · Skill

  14★ repo

  Curated, evidence-grounded skill and software-tool collections for scientific AI agents, generated by the AgenticScienceBuilder

• 4069

  Metabolite identification validation

  HolobiomicsLab/asb-skill-collections/packs/metabolomics/ms-imaging/skills/metabolite-identification-validation · Skill

  14★ repo

  Curated, evidence-grounded skill and software-tool collections for scientific AI agents, generated by the AgenticScienceBuilder

• 4070

  Model validation and performance evaluation

  HolobiomicsLab/asb-skill-collections/packs/metabolomics/ms-imaging/skills/model-validation-and-performance-evaluation · Skill

  14★ repo

  Curated, evidence-grounded skill and software-tool collections for scientific AI agents, generated by the AgenticScienceBuilder

• 4071

  Msi data matrix import and validation

  HolobiomicsLab/asb-skill-collections/packs/metabolomics/ms-imaging/skills/msi-data-matrix-import-and-validation · Skill

  14★ repo

  Curated, evidence-grounded skill and software-tool collections for scientific AI agents, generated by the AgenticScienceBuilder

• 4072

  Msimagingexperiment object validation

  HolobiomicsLab/asb-skill-collections/packs/metabolomics/ms-imaging/skills/msimagingexperiment-object-validation · Skill

  14★ repo

  Curated, evidence-grounded skill and software-tool collections for scientific AI agents, generated by the AgenticScienceBuilder

• 4073

  Multi modal spot validation and quality assessment

  HolobiomicsLab/asb-skill-collections/packs/metabolomics/ms-imaging/skills/multi-modal-spot-validation-and-quality-assessment · Skill

  14★ repo

  Curated, evidence-grounded skill and software-tool collections for scientific AI agents, generated by the AgenticScienceBuilder

• 4074

  Reference dataset validation for metabolite ions

  HolobiomicsLab/asb-skill-collections/packs/metabolomics/ms-imaging/skills/reference-dataset-validation-for-metabolite-ions · Skill

  14★ repo

  Curated, evidence-grounded skill and software-tool collections for scientific AI agents, generated by the AgenticScienceBuilder

• 4075

  Spectral dimension verification

  HolobiomicsLab/asb-skill-collections/packs/metabolomics/ms-imaging/skills/spectral-dimension-verification · Skill

  14★ repo

  Curated, evidence-grounded skill and software-tool collections for scientific AI agents, generated by the AgenticScienceBuilder

• 4076

  Chemical graph connectivity validation

  HolobiomicsLab/asb-skill-collections/packs/metabolomics/nmr/skills/chemical-graph-connectivity-validation · Skill

  14★ repo

  Curated, evidence-grounded skill and software-tool collections for scientific AI agents, generated by the AgenticScienceBuilder

• 4077

  Entrypoint verification

  HolobiomicsLab/asb-skill-collections/packs/metabolomics/nmr/skills/entrypoint-verification · Skill

  14★ repo

  Curated, evidence-grounded skill and software-tool collections for scientific AI agents, generated by the AgenticScienceBuilder

• 4078

  File integrity validation

  HolobiomicsLab/asb-skill-collections/packs/metabolomics/nmr/skills/file-integrity-validation · Skill

  14★ repo

  Curated, evidence-grounded skill and software-tool collections for scientific AI agents, generated by the AgenticScienceBuilder

• 4079

  Json schema validation

  HolobiomicsLab/asb-skill-collections/packs/metabolomics/nmr/skills/json-schema-validation · Skill

  14★ repo

  Curated, evidence-grounded skill and software-tool collections for scientific AI agents, generated by the AgenticScienceBuilder

• 4080

  Mass spectral data validation

  HolobiomicsLab/asb-skill-collections/packs/metabolomics/nmr/skills/mass-spectral-data-validation · Skill

  14★ repo

  Curated, evidence-grounded skill and software-tool collections for scientific AI agents, generated by the AgenticScienceBuilder