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| # | Skill | Repository | Stars | Used in | Tokens | Auto-check | Licence | Updated |
|---|---|---|---|---|---|---|---|---|
| 385 | 385.Batch Cohort A skill your agent uses when one validated cohort analysis must be repeated across many exposure/outcome pairs. | Aperivue/ | 331 | — | ~2.4k | Automated safety check: Pass | MIT | 4 days ago |
| 386 | Process many sequence files in batch (count, merge, split, convert, summarize) with memory-safe streaming and on-disk indexing using Biopython, pysam, or pyfastx. | GPTomics/ | 1.2k | 1 repo | ~3k | Automated safety check: Pass | MIT | 1 mo ago |
| 387 | Turns a shotgun profiler table (MetaPhlAn relative abundance, Bracken counts, HUMAnN function tables) into honest figures and defensible community statistics with phyloseq, vegan, microViz, and… | GPTomics/ | 1.2k | 1 repo | ~3.7k | Automated safety check: Pass | MIT | 1 mo ago |
| 388 | Draw and export phylogenetic trees with Bio.Phylo plus matplotlib, and route rich figures to ggtree, ETE4, or iTOL. | GPTomics/ | 1.2k | 1 repo | ~5.2k | Automated safety check: Pass | MIT | 1 mo ago |
| 389 | In-memory Python population genetics with scikit-allel - GenotypeArray/HaplotypeArray/AlleleCountsArray, diversity (pi, theta, Tajima's D), SFS, FST (Weir-Cockerham, Hudson, Patterson), f3/D… | GPTomics/ | 1.2k | 1 repo | ~5k | Automated safety check: Pass | MIT | 1 mo ago |
| 390 | Builds reproducible Quarto reports, presentations, and websites across R, Python, and Julia, with correct engine selection, cache-vs-freeze semantics, native cross-references, parameters, and… | GPTomics/ | 1.2k | 1 repo | ~2.4k | Automated safety check: Pass | MIT | 1 mo ago |
| 391 | Comprehensive reference for authoring FlyDSL GPU kernels on AMD GPUs. | ROCm/ | 290 | — | ~10k | Automated safety check: Notes | Unknown | today |
| 392 | Clean up FlyDSL kernels and shared helpers while preserving numerical behavior and performance. | ROCm/ | 290 | — | ~6.5k | Automated safety check: Notes | Unknown | today |
| 393 | Process split datasets into training, validation, and testing sets for ML model development. | jeremylongshore/ | 2.8k | — | ~836 | Automated safety check: Pass | MIT | today |
| 394 | Process automate data cleaning, transformation, and validation for ML tasks. | jeremylongshore/ | 2.8k | — | ~1k | Automated safety check: Pass | MIT | today |
| 395 | Implement machine learning experiment tracking using MLflow or Weights & Biases. | jeremylongshore/ | 2.8k | — | ~954 | Automated safety check: Pass | MIT | today |
| 396 | 396.Marimo Reactive Python notebook system. An agent skill from brycewang-stanford/Auto-Empirical-Research-Skills. | brycewang-stanford/ | 4.5k | — | ~2.8k | Automated safety check: Pass | Unknown | 4 days ago |
| 397 | 397.Plotnine plotnine static visualization (ggplot2 syntax for Python). An agent skill from brycewang-stanford/Auto-Empirical-Research-Skills. | brycewang-stanford/ | 4.5k | — | ~1.5k | Automated safety check: Pass | Unknown | 4 days ago |
| 398 | A skill your agent uses when building Query Reports, Script Reports, or configuring Report Builder, including chart data integration. | Impertio-Studio/ | 188 | — | ~2.3k | Automated safety check: Pass | MIT | 22 days ago |
| 399 | 399.Frame ML Problem Record the problem, the deployment setting, the comparison metric, the baseline, and the fold count in the journal before any model code. | probabl-ai/ | 138 | — | ~2.4k | Automated safety check: Pass | BSD-3-Clause | yesterday |
| 400 | 400.Executing Spark Execute arbitrary Python or PySpark code on Fabric Spark compute without creating a notebook artifact; ephemeral Livy sessions with full Delta table access. | data-goblin/ | 1k | — | ~1.7k | Automated safety check: Pass | GPL-3.0 | 2 days ago |
| 401 | 401.Python Visuals Python visual creation and matplotlib/seaborn patterns for PBIR reports. | data-goblin/ | 1k | — | ~2.1k | Automated safety check: Pass | GPL-3.0 | 2 days ago |
| 402 | Create Earth2Studio diagnostic model wrappers for single-step data transformations, including simple derived diagnostics, packaged AutoModel diagnostics, and generative or diffusion diagnostics. | NVIDIA/ | 3.5k | — | ~3.7k | Automated safety check: Pass | Apache-2.0 | today |
| 403 | 403.Jupytext Jupyter Notebook 创建与格式转换技能。当用户提到以下任何请求时必须使用:新建/创建 notebook、Jupyter notebook、.ipynb、jupytext、py:percent、 %% cell 格式、notebook 版本控制、paired notebook、notebook 转 Python、Python 转 notebook、用纯文本写… | ninehills/ | 280 | — | ~1.1k | Automated safety check: Pass | No licence | 3 mo ago |
| 404 | A skill your agent uses when reading from or writing to Neo4j with Apache Spark or Databricks using the Neo4j Connector for Apache Spark 6.0 (org.neo4j.connectors:spark) or 5.x… | neo4j-contrib/ | 114 | — | ~4.1k | Automated safety check: Notes | MIT | 2 days ago |
| 405 | 405.Esm ESM protein language models for embeddings, sequence scoring, structure prediction, and binder design. | adaptyvbio/ | 164 | — | ~2k | Automated safety check: Pass | MIT | 3 mo ago |
| 406 | Scrape Amazon product data using Pangolin APIs. An agent skill from LeoYeAI/openclaw-master-skills. | LeoYeAI/ | 2.2k | — | ~4.8k | Automated safety check: Pass | MIT | 2 mo ago |
| 407 | Troubleshoot and resolve issues with Azure Messaging SDKs for Event Hubs and Service Bus. | microsoft/ | 255 | 1 repo | ~821 | Automated safety check: Pass | MIT | today |
| 408 | 408.Ag2 Overview Map of AG2 beta capabilities and which sibling skill to reach for. | ag2ai/ | 252 | — | ~1.3k | Automated safety check: Notes | Apache-2.0 | 1 mo ago |
| 409 | 409.Base Database management, forms, reports, and data operations with LibreOffice Base. | aiskillstore/ | 430 | 3 repos | ~1.2k | Automated safety check: Pass | No licence | today |
| 410 | Infers and describes population structure with PCA (plink2 --pca, smartpca/EIGENSOFT, FlashPCA2), model-based clustering (ADMIXTURE, fastSTRUCTURE), FST estimators (Weir-Cockerham vs Hudson), and… | GPTomics/ | 1.2k | 1 repo | ~5.6k | Automated safety check: Pass | MIT | 1 mo ago |
| 411 | Tests for differentially abundant proteins between conditions with limma/DEqMS empirical-Bayes moderation, proDA/msqrob2/MSstats missingness modeling, and Python Welch+BH alternatives. | GPTomics/ | 1.2k | 1 repo | ~5.7k | Automated safety check: Pass | MIT | 1 mo ago |
| 412 | Predicts RNA secondary structure with ViennaRNA, treating the Boltzmann ensemble (partition function, base-pair probabilities, centroid, MEA, stochastic samples) as the object rather than a single… | GPTomics/ | 1.2k | 1 repo | ~5.9k | Automated safety check: Pass | MIT | 1 mo ago |
| 413 | 413.Owid Catalog Access Our World in Data from Python with the owid-catalog library: load chart data, catalog tables or individual indicators as pandas DataFrames that carry their own units, descriptions, sources… | owid/ | 159 | — | ~2.3k | Automated safety check: Pass | MIT | today |
| 414 | Sync upstream grapher schema changes (new chart types, config fields, enum values) into the ETL repo — vendored schema, multidim-schema, dataset-schema, and regenerated Python types. | owid/ | 159 | — | ~2.7k | Automated safety check: Pass | MIT | today |
| 415 | Upgrades an MWAA environment to a newer Airflow version — within 2.x, within 3.x, or across the 2.x-to-3.x boundary. | aws/ | 2.8k | — | ~7.3k | Automated safety check: Pass | Apache-2.0 | today |
| 416 | 416.Data Analysis End-to-end data analysis workflow in R or Python — from exploration through regression to publication-ready tables and figures. | brycewang-stanford/ | 4.5k | — | ~1.9k | Automated safety check: Notes | Unknown | 4 days ago |
| 417 | R-to-Python translation for data analysis. An agent skill from brycewang-stanford/Auto-Empirical-Research-Skills. | brycewang-stanford/ | 4.5k | — | ~5.5k | Automated safety check: Pass | Unknown | 4 days ago |
| 418 | Creates interactive educational MicroSims, routing to the best-matched generator - p5.js, Chart.js, Plotly, Mermaid, vis-network, timelines, maps, Venn, causal-loop/feedback-loop diagrams (CLD)… | dmccreary/ | 105 | — | ~11k | Automated safety check: Pass | No licence | yesterday |
| 419 | 419.Notion Hub Read and write Notion data using Python + notion-client SDK. | OpenMinis/ | 444 | — | ~2.3k | Automated safety check: Pass | MIT | yesterday |
| 420 | Build custom Python data sources for Apache Spark using the PySpark DataSource API — batch and streaming readers/writers for external systems. | databricks/ | 345 | — | ~2.1k | Automated safety check: Pass | Unknown | today |
| 421 | 421.Geopandas A Python library for reading, writing, and analyzing geospatial vector data; use it when you need spatial operations (buffer/overlay/join), CRS reprojection, or map visualization on formats like… | aipoch/ | 2k | — | ~2k | Automated safety check: Pass | MIT | 22 days ago |
| 422 | Predict neoantigens that may be recognized by the immune system based. | aipoch/ | 2k | — | ~3.8k | Automated safety check: Pass | MIT | 22 days ago |
| 423 | 423.Plotly Interactive visualization library for Python. An agent skill from aipoch/medical-research-skills. | aipoch/ | 2k | — | ~2.7k | Automated safety check: Pass | MIT | 22 days ago |
| 424 | 424.Scikit Bio A Python bioinformatics toolkit for sequence, phylogeny, and microbiome/community-ecology analysis; use it when you need to compute diversity/ordination/statistics from biological data and standard… | aipoch/ | 2k | — | ~1.4k | Automated safety check: Pass | MIT | 22 days ago |
| 425 | 425.Scikit Survival A comprehensive toolkit for survival analysis and time-to-event modeling in Python using scikit-survival; use it when you need to model censored time-to-event outcomes, fit Cox/RSF/GB models or… | aipoch/ | 2k | — | ~1.6k | Automated safety check: Pass | MIT | 22 days ago |
| 426 | Analyze data with survival-curve-risk-table using a reproducible workflow, explicit validation, and structured outputs for review-ready interpretation. | aipoch/ | 2k | — | ~4.2k | Automated safety check: Pass | MIT | 22 days ago |
| 427 | Analyze data with toxicity-structure-alert using a reproducible workflow, explicit validation, and structured outputs for review-ready interpretation. | aipoch/ | 2k | — | ~2.6k | Automated safety check: Pass | MIT | 22 days ago |
| 428 | Use shell Python heredoc as fallback when code sandbox fails | HKUDS/ | 7.8k | — | ~873 | Automated safety check: Pass | MIT | 1 mo ago |
| 429 | Create and manage persistent Browserbase cloud browser sessions with authentication persistence. | LeoYeAI/ | 2.2k | — | ~6k | Automated safety check: Pass | MIT | 2 mo ago |
| 430 | 430.Dataset Finder A skill your agent uses when users need to search for datasets, download data files, or explore data repositories. | LeoYeAI/ | 2.2k | — | ~5.4k | Automated safety check: Pass | Proprietary | 2 mo ago |
| 431 | 431.Emoclaw Give your AI emotions that grow from its own memories. An agent skill from LeoYeAI/openclaw-master-skills. | LeoYeAI/ | 2.2k | — | ~4k | Automated safety check: Pass | MIT | 2 mo ago |
| 432 | 432.Plot ML Figure Pick how to write a figure before custom plot code. An agent skill from probabl-ai/skills. | probabl-ai/ | 138 | — | ~785 | Automated safety check: Pass | BSD-3-Clause | yesterday |