Performance & cost
7,122 rows, by stacks then stars
853 of these skill files have been read, by 797 distinct authors, and what they tell an agent counted. What Performance & cost authors agree on, and what they forbid
Separation efficiency calculation from retention times
HolobiomicsLab/asb-skill-collections/packs/metabolomics/lc-ms/skills/separation-efficiency-calculation-from-retention-times Skill
15★ repoCurated, evidence-grounded skill and software-tool collections for scientific AI agents, generated by the AgenticScienceBuilder
Silhouette analysis threshold optimization
HolobiomicsLab/asb-skill-collections/packs/metabolomics/lc-ms/skills/silhouette-analysis-threshold-optimization Skill
15★ repoCurated, evidence-grounded skill and software-tool collections for scientific AI agents, generated by the AgenticScienceBuilder
Software performance characterization and scaling analysis
HolobiomicsLab/asb-skill-collections/packs/metabolomics/lc-ms/skills/software-performance-characterization-and-scaling-analysis Skill
15★ repoCurated, evidence-grounded skill and software-tool collections for scientific AI agents, generated by the AgenticScienceBuilder
Spectral alignment optimization
HolobiomicsLab/asb-skill-collections/packs/metabolomics/lc-ms/skills/spectral-alignment-optimization Skill
15★ repoCurated, evidence-grounded skill and software-tool collections for scientific AI agents, generated by the AgenticScienceBuilder
Spectral peak frequency threshold optimization
HolobiomicsLab/asb-skill-collections/packs/metabolomics/lc-ms/skills/spectral-peak-frequency-threshold-optimization Skill
15★ repoCurated, evidence-grounded skill and software-tool collections for scientific AI agents, generated by the AgenticScienceBuilder
Spectrum alignment performance benchmarking
HolobiomicsLab/asb-skill-collections/packs/metabolomics/lc-ms/skills/spectrum-alignment-performance-benchmarking Skill
15★ repoCurated, evidence-grounded skill and software-tool collections for scientific AI agents, generated by the AgenticScienceBuilder
Sql query optimization for similarity search
HolobiomicsLab/asb-skill-collections/packs/metabolomics/lc-ms/skills/sql-query-optimization-for-similarity-search Skill
15★ repoCurated, evidence-grounded skill and software-tool collections for scientific AI agents, generated by the AgenticScienceBuilder
Tanimoto score threshold optimization
HolobiomicsLab/asb-skill-collections/packs/metabolomics/lc-ms/skills/tanimoto-score-threshold-optimization Skill
15★ repoCurated, evidence-grounded skill and software-tool collections for scientific AI agents, generated by the AgenticScienceBuilder
Targeted metabolite detection parameter optimization
HolobiomicsLab/asb-skill-collections/packs/metabolomics/lc-ms/skills/targeted-metabolite-detection-parameter-optimization Skill
15★ repoCurated, evidence-grounded skill and software-tool collections for scientific AI agents, generated by the AgenticScienceBuilder
Tensorflow cpu runtime parameter tuning
HolobiomicsLab/asb-skill-collections/packs/metabolomics/lc-ms/skills/tensorflow-cpu-runtime-parameter-tuning Skill
15★ repoCurated, evidence-grounded skill and software-tool collections for scientific AI agents, generated by the AgenticScienceBuilder
Thread utilization profiling and validation
HolobiomicsLab/asb-skill-collections/packs/metabolomics/lc-ms/skills/thread-utilization-profiling-and-validation Skill
15★ repoCurated, evidence-grounded skill and software-tool collections for scientific AI agents, generated by the AgenticScienceBuilder
Throughput optimization ms querying
HolobiomicsLab/asb-skill-collections/packs/metabolomics/lc-ms/skills/throughput-optimization-ms-querying Skill
15★ repoCurated, evidence-grounded skill and software-tool collections for scientific AI agents, generated by the AgenticScienceBuilder
Topic modeling hyperparameter optimization
HolobiomicsLab/asb-skill-collections/packs/metabolomics/lc-ms/skills/topic-modeling-hyperparameter-optimization Skill
15★ repoCurated, evidence-grounded skill and software-tool collections for scientific AI agents, generated by the AgenticScienceBuilder
Tree structure optimization for metabolite deconvolution
HolobiomicsLab/asb-skill-collections/packs/metabolomics/lc-ms/skills/tree-structure-optimization-for-metabolite-deconvolution Skill
15★ repoCurated, evidence-grounded skill and software-tool collections for scientific AI agents, generated by the AgenticScienceBuilder
Xcms parameter optimization msw
HolobiomicsLab/asb-skill-collections/packs/metabolomics/lc-ms/skills/xcms-parameter-optimization-msw Skill
15★ repoCurated, evidence-grounded skill and software-tool collections for scientific AI agents, generated by the AgenticScienceBuilder
Backend performance benchmarking
HolobiomicsLab/asb-skill-collections/packs/metabolomics/ms-generic/skills/backend-performance-benchmarking Skill
15★ repoCurated, evidence-grounded skill and software-tool collections for scientific AI agents, generated by the AgenticScienceBuilder
Backend performance comparison
HolobiomicsLab/asb-skill-collections/packs/metabolomics/ms-generic/skills/backend-performance-comparison Skill
15★ repoCurated, evidence-grounded skill and software-tool collections for scientific AI agents, generated by the AgenticScienceBuilder
Classification performance evaluation
HolobiomicsLab/asb-skill-collections/packs/metabolomics/ms-generic/skills/classification-performance-evaluation Skill
15★ repoCurated, evidence-grounded skill and software-tool collections for scientific AI agents, generated by the AgenticScienceBuilder
Comparative performance profiling
HolobiomicsLab/asb-skill-collections/packs/metabolomics/ms-generic/skills/comparative-performance-profiling Skill
15★ repoCurated, evidence-grounded skill and software-tool collections for scientific AI agents, generated by the AgenticScienceBuilder
Computational performance benchmarking and timing measurement
HolobiomicsLab/asb-skill-collections/packs/metabolomics/ms-generic/skills/computational-performance-benchmarking-and-timing-measurement Skill
15★ repoCurated, evidence-grounded skill and software-tool collections for scientific AI agents, generated by the AgenticScienceBuilder
Computational throughput measurement
HolobiomicsLab/asb-skill-collections/packs/metabolomics/ms-generic/skills/computational-throughput-measurement Skill
15★ repoCurated, evidence-grounded skill and software-tool collections for scientific AI agents, generated by the AgenticScienceBuilder
Cpu gpu performance benchmarking
HolobiomicsLab/asb-skill-collections/packs/metabolomics/ms-generic/skills/cpu-gpu-performance-benchmarking Skill
15★ repoCurated, evidence-grounded skill and software-tool collections for scientific AI agents, generated by the AgenticScienceBuilder
High dimensional similarity search optimization
HolobiomicsLab/asb-skill-collections/packs/metabolomics/ms-generic/skills/high-dimensional-similarity-search-optimization Skill
15★ repoCurated, evidence-grounded skill and software-tool collections for scientific AI agents, generated by the AgenticScienceBuilder
High performance metric computation
HolobiomicsLab/asb-skill-collections/packs/metabolomics/ms-generic/skills/high-performance-metric-computation Skill
15★ repoCurated, evidence-grounded skill and software-tool collections for scientific AI agents, generated by the AgenticScienceBuilder
Hnsw graph construction and optimization
HolobiomicsLab/asb-skill-collections/packs/metabolomics/ms-generic/skills/hnsw-graph-construction-and-optimization Skill
15★ repoCurated, evidence-grounded skill and software-tool collections for scientific AI agents, generated by the AgenticScienceBuilder
HolobiomicsLab/asb-skill-collections/packs/metabolomics/ms-generic/skills/least-squares-optimization-1d Skill
15★ repoCurated, evidence-grounded skill and software-tool collections for scientific AI agents, generated by the AgenticScienceBuilder
Mass spectrometry benchmark design
HolobiomicsLab/asb-skill-collections/packs/metabolomics/ms-generic/skills/mass-spectrometry-benchmark-design Skill
15★ repoCurated, evidence-grounded skill and software-tool collections for scientific AI agents, generated by the AgenticScienceBuilder
Memory profiling and benchmarking
HolobiomicsLab/asb-skill-collections/packs/metabolomics/ms-generic/skills/memory-profiling-and-benchmarking Skill
15★ repoCurated, evidence-grounded skill and software-tool collections for scientific AI agents, generated by the AgenticScienceBuilder
Metadata column profiling across datasets
HolobiomicsLab/asb-skill-collections/packs/metabolomics/ms-generic/skills/metadata-column-profiling-across-datasets Skill
15★ repoCurated, evidence-grounded skill and software-tool collections for scientific AI agents, generated by the AgenticScienceBuilder
Peak detection parameter optimization
HolobiomicsLab/asb-skill-collections/packs/metabolomics/ms-generic/skills/peak-detection-parameter-optimization Skill
15★ repoCurated, evidence-grounded skill and software-tool collections for scientific AI agents, generated by the AgenticScienceBuilder
Peak parameter optimization for targeted compounds
HolobiomicsLab/asb-skill-collections/packs/metabolomics/ms-generic/skills/peak-parameter-optimization-for-targeted-compounds Skill
15★ repoCurated, evidence-grounded skill and software-tool collections for scientific AI agents, generated by the AgenticScienceBuilder
Performance metric comparison across backends
HolobiomicsLab/asb-skill-collections/packs/metabolomics/ms-generic/skills/performance-metric-comparison-across-backends Skill
15★ repoCurated, evidence-grounded skill and software-tool collections for scientific AI agents, generated by the AgenticScienceBuilder
Quality control threshold optimization
HolobiomicsLab/asb-skill-collections/packs/metabolomics/ms-generic/skills/quality-control-threshold-optimization Skill
15★ repoCurated, evidence-grounded skill and software-tool collections for scientific AI agents, generated by the AgenticScienceBuilder
Query latency throughput measurement
HolobiomicsLab/asb-skill-collections/packs/metabolomics/ms-generic/skills/query-latency-throughput-measurement Skill
15★ repoCurated, evidence-grounded skill and software-tool collections for scientific AI agents, generated by the AgenticScienceBuilder
Rapid spectrum retrieval optimization
HolobiomicsLab/asb-skill-collections/packs/metabolomics/ms-generic/skills/rapid-spectrum-retrieval-optimization Skill
15★ repoCurated, evidence-grounded skill and software-tool collections for scientific AI agents, generated by the AgenticScienceBuilder
Raw data throughput benchmarking
HolobiomicsLab/asb-skill-collections/packs/metabolomics/ms-generic/skills/raw-data-throughput-benchmarking Skill
15★ repoCurated, evidence-grounded skill and software-tool collections for scientific AI agents, generated by the AgenticScienceBuilder
HolobiomicsLab/asb-skill-collections/packs/metabolomics/ms-generic/skills/rendering-speed-profiling Skill
15★ repoCurated, evidence-grounded skill and software-tool collections for scientific AI agents, generated by the AgenticScienceBuilder
HolobiomicsLab/asb-skill-collections/packs/metabolomics/ms-generic/skills/runtime-performance-profiling Skill
15★ repoCurated, evidence-grounded skill and software-tool collections for scientific AI agents, generated by the AgenticScienceBuilder
S4 class object memory profiling
HolobiomicsLab/asb-skill-collections/packs/metabolomics/ms-generic/skills/s4-class-object-memory-profiling Skill
15★ repoCurated, evidence-grounded skill and software-tool collections for scientific AI agents, generated by the AgenticScienceBuilder
Search mode configuration optimization
HolobiomicsLab/asb-skill-collections/packs/metabolomics/ms-generic/skills/search-mode-configuration-optimization Skill
15★ repoCurated, evidence-grounded skill and software-tool collections for scientific AI agents, generated by the AgenticScienceBuilder
Search performance benchmarking
HolobiomicsLab/asb-skill-collections/packs/metabolomics/ms-generic/skills/search-performance-benchmarking Skill
15★ repoCurated, evidence-grounded skill and software-tool collections for scientific AI agents, generated by the AgenticScienceBuilder
Spectral search performance evaluation
HolobiomicsLab/asb-skill-collections/packs/metabolomics/ms-generic/skills/spectral-search-performance-evaluation Skill
15★ repoCurated, evidence-grounded skill and software-tool collections for scientific AI agents, generated by the AgenticScienceBuilder
Spectrum processing throughput benchmarking
HolobiomicsLab/asb-skill-collections/packs/metabolomics/ms-generic/skills/spectrum-processing-throughput-benchmarking Skill
15★ repoCurated, evidence-grounded skill and software-tool collections for scientific AI agents, generated by the AgenticScienceBuilder
Sphinx gallery execution and performance profiling
HolobiomicsLab/asb-skill-collections/packs/metabolomics/ms-generic/skills/sphinx-gallery-execution-and-performance-profiling Skill
15★ repoCurated, evidence-grounded skill and software-tool collections for scientific AI agents, generated by the AgenticScienceBuilder
Visualization comparative performance metrics
HolobiomicsLab/asb-skill-collections/packs/metabolomics/ms-generic/skills/visualization-comparative-performance-metrics Skill
15★ repoCurated, evidence-grounded skill and software-tool collections for scientific AI agents, generated by the AgenticScienceBuilder
Cell type protein profiling integration
HolobiomicsLab/asb-skill-collections/packs/metabolomics/ms-imaging/skills/cell-type-protein-profiling-integration Skill
15★ repoCurated, evidence-grounded skill and software-tool collections for scientific AI agents, generated by the AgenticScienceBuilder
Ion image embedding optimization
HolobiomicsLab/asb-skill-collections/packs/metabolomics/ms-imaging/skills/ion-image-embedding-optimization Skill
15★ repoCurated, evidence-grounded skill and software-tool collections for scientific AI agents, generated by the AgenticScienceBuilder
Model validation and performance evaluation
HolobiomicsLab/asb-skill-collections/packs/metabolomics/ms-imaging/skills/model-validation-and-performance-evaluation Skill
15★ repoCurated, evidence-grounded skill and software-tool collections for scientific AI agents, generated by the AgenticScienceBuilder
Morphological alignment optimization
HolobiomicsLab/asb-skill-collections/packs/metabolomics/ms-imaging/skills/morphological-alignment-optimization Skill
15★ repoCurated, evidence-grounded skill and software-tool collections for scientific AI agents, generated by the AgenticScienceBuilder
Msi data processing speed measurement
HolobiomicsLab/asb-skill-collections/packs/metabolomics/ms-imaging/skills/msi-data-processing-speed-measurement Skill
15★ repoCurated, evidence-grounded skill and software-tool collections for scientific AI agents, generated by the AgenticScienceBuilder
Neural network hyperparameter optimization
HolobiomicsLab/asb-skill-collections/packs/metabolomics/ms-imaging/skills/neural-network-hyperparameter-optimization Skill
15★ repoCurated, evidence-grounded skill and software-tool collections for scientific AI agents, generated by the AgenticScienceBuilder
HolobiomicsLab/asb-skill-collections/packs/metabolomics/ms-imaging/skills/per-root-metabolite-profiling Skill
15★ repoCurated, evidence-grounded skill and software-tool collections for scientific AI agents, generated by the AgenticScienceBuilder
Root developmental tissue profiling
HolobiomicsLab/asb-skill-collections/packs/metabolomics/ms-imaging/skills/root-developmental-tissue-profiling Skill
15★ repoCurated, evidence-grounded skill and software-tool collections for scientific AI agents, generated by the AgenticScienceBuilder
Block layout analysis for io optimization
HolobiomicsLab/asb-skill-collections/packs/metabolomics/nmr/skills/block-layout-analysis-for-io-optimization Skill
15★ repoCurated, evidence-grounded skill and software-tool collections for scientific AI agents, generated by the AgenticScienceBuilder
HolobiomicsLab/asb-skill-collections/packs/metabolomics/nmr/skills/cohort-performance-reporting Skill
15★ repoCurated, evidence-grounded skill and software-tool collections for scientific AI agents, generated by the AgenticScienceBuilder
Cohort stratified metabolic performance analysis
HolobiomicsLab/asb-skill-collections/packs/metabolomics/nmr/skills/cohort-stratified-metabolic-performance-analysis Skill
15★ repoCurated, evidence-grounded skill and software-tool collections for scientific AI agents, generated by the AgenticScienceBuilder
Performance degradation quantification and analysis
HolobiomicsLab/asb-skill-collections/packs/metabolomics/nmr/skills/performance-degradation-quantification-and-analysis Skill
15★ repoCurated, evidence-grounded skill and software-tool collections for scientific AI agents, generated by the AgenticScienceBuilder
Weighted loss function optimization
HolobiomicsLab/asb-skill-collections/packs/metabolomics/nmr/skills/weighted-loss-function-optimization Skill
15★ repoCurated, evidence-grounded skill and software-tool collections for scientific AI agents, generated by the AgenticScienceBuilder
alexander-danilenko/cortex-ai-skills/skills/javascript Skill
14★ repoOpinionated AI Coding Skills for AI coding agents
ngocsangyem/MeowKit/.claude/skills/react-patterns Skill
14★ repoProduction ready. AI Agent Workflow System for Claude Code