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Data analysis

1,579 rows, by stacks then stars

219 of these skill files have been read, by 230 distinct authors, and what they tell an agent counted. What Data analysis authors agree on, and what they forbid

  • Scientific visualization

    TobiasBlask/open-paper-machine/scientific-skills/scientific-visualization Skill

    16★ repo

    An autonomous LLM research agent that executes the full academic paper pipeline — from literature search to compiled PDF

  • Seaborn

    TobiasBlask/open-paper-machine/scientific-skills/seaborn Skill

    16★ repo

    An autonomous LLM research agent that executes the full academic paper pipeline — from literature search to compiled PDF

  • Statistical analysis

    TobiasBlask/open-paper-machine/scientific-skills/statistical-analysis Skill

    16★ repo

    An autonomous LLM research agent that executes the full academic paper pipeline — from literature search to compiled PDF

  • Security regression tests

    ShieldNet-360/secure-vibe/dist/agent-skills/.agents/skills/security-regression-tests Skill

    15★ repo

    SecureVibe — prevention-first security for AI-written code. Signed SKILL.md knowledge that makes AI coding assistants write secure code at generation time, plus a deterministic CI gate. Offline · keyless · Ed25519-signed. By ShieldNet360.

  • Security regression tests

    ShieldNet-360/secure-vibe/dist/claude-skills/.claude/skills/security-regression-tests Skill

    15★ repo

    SecureVibe — prevention-first security for AI-written code. Signed SKILL.md knowledge that makes AI coding assistants write secure code at generation time, plus a deterministic CI gate. Offline · keyless · Ed25519-signed. By ShieldNet360.

  • Security regression tests

    ShieldNet-360/secure-vibe/dist/copilot-skills/.github/skills/security-regression-tests Skill

    15★ repo

    SecureVibe — prevention-first security for AI-written code. Signed SKILL.md knowledge that makes AI coding assistants write secure code at generation time, plus a deterministic CI gate. Offline · keyless · Ed25519-signed. By ShieldNet360.

  • Security regression tests

    ShieldNet-360/secure-vibe/skills/security-regression-tests Skill

    15★ repo

    SecureVibe — prevention-first security for AI-written code. Signed SKILL.md knowledge that makes AI coding assistants write secure code at generation time, plus a deterministic CI gate. Offline · keyless · Ed25519-signed. By ShieldNet360.

  • Bed format generation from dataframe

    HolobiomicsLab/asb-skill-collections/collections/epigenomics/v1/skills/bed-format-generation-from-dataframe Skill

    15★ repo

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

  • Chromatin accessibility footprint visualization

    HolobiomicsLab/asb-skill-collections/collections/epigenomics/v1/skills/chromatin-accessibility-footprint-visualization Skill

    15★ repo

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

  • Interactive visualization interpretation methylation results

    HolobiomicsLab/asb-skill-collections/collections/epigenomics/v1/skills/interactive-visualization-interpretation-methylation-results Skill

    15★ repo

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

  • Positional distribution profile aggregation and visualization

    HolobiomicsLab/asb-skill-collections/collections/epigenomics/v1/skills/positional-distribution-profile-aggregation-and-visualization Skill

    15★ repo

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

  • Principal component analysis visualization

    HolobiomicsLab/asb-skill-collections/collections/epigenomics/v1/skills/principal-component-analysis-visualization Skill

    15★ repo

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

  • Python pandas data manipulation

    HolobiomicsLab/asb-skill-collections/collections/epigenomics/v1/skills/python-pandas-data-manipulation Skill

    15★ repo

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

  • R package installation verification

    HolobiomicsLab/asb-skill-collections/collections/epigenomics/v1/skills/r-package-installation-verification Skill

    15★ repo

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

  • Backend compatibility verification visualization library

    HolobiomicsLab/asb-skill-collections/collections/metabolomics/v1/skills/backend-compatibility-verification-visualization-library Skill

    15★ repo

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

  • Call graph construction and visualization

    HolobiomicsLab/asb-skill-collections/collections/metabolomics/v1/skills/call-graph-construction-and-visualization Skill

    15★ repo

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

  • Chromatographic peak annotation visualization

    HolobiomicsLab/asb-skill-collections/collections/metabolomics/v1/skills/chromatographic-peak-annotation-visualization Skill

    15★ repo

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

  • Correlation matrix heatmap visualization

    HolobiomicsLab/asb-skill-collections/collections/metabolomics/v1/skills/correlation-matrix-heatmap-visualization Skill

    15★ repo

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

  • Dimensionality reduction visualization

    HolobiomicsLab/asb-skill-collections/collections/metabolomics/v1/skills/dimensionality-reduction-visualization Skill

    15★ repo

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

  • Diversity visualization by treatment

    HolobiomicsLab/asb-skill-collections/collections/metabolomics/v1/skills/diversity-visualization-by-treatment Skill

    15★ repo

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

  • Embedding space visualization and interpretation

    HolobiomicsLab/asb-skill-collections/collections/metabolomics/v1/skills/embedding-space-visualization-and-interpretation Skill

    15★ repo

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

  • Input output kernel regression for metabolite matching

    HolobiomicsLab/asb-skill-collections/collections/metabolomics/v1/skills/input-output-kernel-regression-for-metabolite-matching Skill

    15★ repo

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

  • Interactive network visualization rendering

    HolobiomicsLab/asb-skill-collections/collections/metabolomics/v1/skills/interactive-network-visualization-rendering Skill

    15★ repo

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

  • Ion mobility mobilogram visualization

    HolobiomicsLab/asb-skill-collections/collections/metabolomics/v1/skills/ion-mobility-mobilogram-visualization Skill

    15★ repo

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

  • Jupyter notebook execution

    HolobiomicsLab/asb-skill-collections/collections/metabolomics/v1/skills/jupyter-notebook-execution Skill

    15★ repo

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

  • Jupyter notebook workflow automation

    HolobiomicsLab/asb-skill-collections/collections/metabolomics/v1/skills/jupyter-notebook-workflow-automation Skill

    15★ repo

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

  • Kernel regression learning from spectral fingerprint pairs

    HolobiomicsLab/asb-skill-collections/collections/metabolomics/v1/skills/kernel-regression-learning-from-spectral-fingerprint-pairs Skill

    15★ repo

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

  • Linear regression concentration calibration

    HolobiomicsLab/asb-skill-collections/collections/metabolomics/v1/skills/linear-regression-concentration-calibration Skill

    15★ repo

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

  • Linear regression fitting for chromatography

    HolobiomicsLab/asb-skill-collections/collections/metabolomics/v1/skills/linear-regression-fitting-for-chromatography Skill

    15★ repo

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

  • Mass spectrometry data parsing mzml bruker

    HolobiomicsLab/asb-skill-collections/collections/metabolomics/v1/skills/mass-spectrometry-data-parsing-mzml-bruker Skill

    15★ repo

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

  • Mass spectrometry data visualization pandas

    HolobiomicsLab/asb-skill-collections/collections/metabolomics/v1/skills/mass-spectrometry-data-visualization-pandas Skill

    15★ repo

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

  • Mass spectrometry data visualization

    HolobiomicsLab/asb-skill-collections/collections/metabolomics/v1/skills/mass-spectrometry-data-visualization Skill

    15★ repo

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

  • Mass spectrometry visualization backend comparison

    HolobiomicsLab/asb-skill-collections/collections/metabolomics/v1/skills/mass-spectrometry-visualization-backend-comparison Skill

    15★ repo

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

  • Matplotlib bokeh plotly backend switching

    HolobiomicsLab/asb-skill-collections/collections/metabolomics/v1/skills/matplotlib-bokeh-plotly-backend-switching Skill

    15★ repo

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

  • Multi regime model performance comparison visualization

    HolobiomicsLab/asb-skill-collections/collections/metabolomics/v1/skills/multi-regime-model-performance-comparison-visualization Skill

    15★ repo

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

  • Multivariate regression comparison

    HolobiomicsLab/asb-skill-collections/collections/metabolomics/v1/skills/multivariate-regression-comparison Skill

    15★ repo

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

  • Mzml data parsing pymzml pyopenms

    HolobiomicsLab/asb-skill-collections/collections/metabolomics/v1/skills/mzml-data-parsing-pymzml-pyopenms Skill

    15★ repo

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

  • Pandas dataframe manipulation ms columns

    HolobiomicsLab/asb-skill-collections/collections/metabolomics/v1/skills/pandas-dataframe-manipulation-ms-columns Skill

    15★ repo

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

  • Plotly 3d surface scatter visualization

    HolobiomicsLab/asb-skill-collections/collections/metabolomics/v1/skills/plotly-3d-surface-scatter-visualization Skill

    15★ repo

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

  • Polynomial regression quality assessment

    HolobiomicsLab/asb-skill-collections/collections/metabolomics/v1/skills/polynomial-regression-quality-assessment Skill

    15★ repo

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

  • Quality overview visualization

    HolobiomicsLab/asb-skill-collections/collections/metabolomics/v1/skills/quality-overview-visualization Skill

    15★ repo

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

  • Regression error metric evaluation

    HolobiomicsLab/asb-skill-collections/collections/metabolomics/v1/skills/regression-error-metric-evaluation Skill

    15★ repo

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

  • Regression metric computation and comparison

    HolobiomicsLab/asb-skill-collections/collections/metabolomics/v1/skills/regression-metric-computation-and-comparison Skill

    15★ repo

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

  • Regression metric computation rmse mae r2

    HolobiomicsLab/asb-skill-collections/collections/metabolomics/v1/skills/regression-metric-computation-rmse-mae-r2 Skill

    15★ repo

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

  • Regression model evaluation mae metrics

    HolobiomicsLab/asb-skill-collections/collections/metabolomics/v1/skills/regression-model-evaluation-mae-metrics Skill

    15★ repo

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

  • Regression model validation quantification

    HolobiomicsLab/asb-skill-collections/collections/metabolomics/v1/skills/regression-model-validation-quantification Skill

    15★ repo

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

  • Retention time abundance correlation visualization

    HolobiomicsLab/asb-skill-collections/collections/metabolomics/v1/skills/retention-time-abundance-correlation-visualization Skill

    15★ repo

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

  • Retention time calibration via lowess regression

    HolobiomicsLab/asb-skill-collections/collections/metabolomics/v1/skills/retention-time-calibration-via-lowess-regression Skill

    15★ repo

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

  • Root mean squared error regression evaluation

    HolobiomicsLab/asb-skill-collections/collections/metabolomics/v1/skills/root-mean-squared-error-regression-evaluation Skill

    15★ repo

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

  • Sample relationship visualization

    HolobiomicsLab/asb-skill-collections/collections/metabolomics/v1/skills/sample-relationship-visualization Skill

    15★ repo

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

  • Score distribution visualization

    HolobiomicsLab/asb-skill-collections/collections/metabolomics/v1/skills/score-distribution-visualization Skill

    15★ repo

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

  • Spearman correlation statistical analysis

    HolobiomicsLab/asb-skill-collections/collections/metabolomics/v1/skills/spearman-correlation-statistical-analysis Skill

    15★ repo

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

  • Spectral annotation and overlay visualization

    HolobiomicsLab/asb-skill-collections/collections/metabolomics/v1/skills/spectral-annotation-and-overlay-visualization Skill

    15★ repo

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

  • Spectral result visualization verification

    HolobiomicsLab/asb-skill-collections/collections/metabolomics/v1/skills/spectral-result-visualization-verification Skill

    15★ repo

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

  • Spectrum visualization and figure rendering

    HolobiomicsLab/asb-skill-collections/collections/metabolomics/v1/skills/spectrum-visualization-and-figure-rendering Skill

    15★ repo

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

  • Statistical distribution visualization

    HolobiomicsLab/asb-skill-collections/collections/metabolomics/v1/skills/statistical-distribution-visualization Skill

    15★ repo

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

  • Summary visualization artifact generation

    HolobiomicsLab/asb-skill-collections/collections/metabolomics/v1/skills/summary-visualization-artifact-generation Skill

    15★ repo

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

  • Time and memory complexity visualization

    HolobiomicsLab/asb-skill-collections/collections/metabolomics/v1/skills/time-and-memory-complexity-visualization Skill

    15★ repo

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

  • Treemap visualization construction

    HolobiomicsLab/asb-skill-collections/collections/metabolomics/v1/skills/treemap-visualization-construction Skill

    15★ repo

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

  • Visualization comparative performance metrics

    HolobiomicsLab/asb-skill-collections/collections/metabolomics/v1/skills/visualization-comparative-performance-metrics Skill

    15★ repo

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