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Python agent skills, page 82
Python skills, ranked
Ranked by score. Sort bymost stars,trending,newest,recently updated
| # | Skill | Repository | Stars | Used in | Tokens | Auto-check | Licence | Updated |
|---|---|---|---|---|---|---|---|---|
| 3889 | 3889.Adaptyv Bio API + Python SDK for ordering cell-free protein expression and binding assays. | jaechang-hits/ | 370 | 1 repo | ~4.7k | Automated safety check: Pass | MIT | 10 days ago |
| 3890 | 3890.Astropy Astronomy Core Python library for astronomy/astrophysics: units with dimensional analysis, celestial coordinate transforms (ICRS/Galactic/AltAz/FK5), FITS I/O, tables (FITS/HDF5/VOTable/CSV), cosmology… | jaechang-hits/ | 370 | 1 repo | ~5.5k | Automated safety check: Pass | BSD-3-Clause | 10 days ago |
| 3891 | Unified Python interface to 40+ bioinformatics web services: UniProt proteins, KEGG pathways, ChEMBL/ChEBI/PubChem, BLAST, cross-database ID mapping, GO annotations, PPI. | jaechang-hits/ | 370 | 1 repo | ~6.1k | Automated safety check: Pass | Unknown | 10 days ago |
| 3892 | GSEA and over-representation analysis (ORA) for RNA-seq and proteomics. | jaechang-hits/ | 370 | 1 repo | ~4.1k | Automated safety check: Pass | MIT | 10 days ago |
| 3893 | WSI processing for digital pathology. An agent skill from jaechang-hits/SciAgent-Skills. | jaechang-hits/ | 370 | 1 repo | ~5.8k | Automated safety check: Notes | Apache-2.0 | 10 days ago |
| 3894 | 3894.Kegg Database KEGG REST API (academic only). An agent skill from jaechang-hits/SciAgent-Skills. | jaechang-hits/ | 370 | 1 repo | ~4.6k | Automated safety check: Pass | Unknown | 10 days ago |
| 3895 | Low-level Python plotting for scientific figures: publication-quality line, scatter, bar, heatmap, contour, 3D; multi-panel layouts; fine control of every element. | jaechang-hits/ | 370 | 1 repo | ~4k | Automated safety check: Pass | Unknown | 10 days ago |
| 3896 | 3896.Multiqc Qc Reports Aggregates QC from 150+ bioinformatics tools into one interactive HTML report. | jaechang-hits/ | 370 | 1 repo | ~2.9k | Automated safety check: Pass | GPL-3.0 | 10 days ago |
| 3897 | 3897.Napari Image Viewer Interactive viewer for microscopy. An agent skill from jaechang-hits/SciAgent-Skills. | jaechang-hits/ | 370 | 1 repo | ~3.3k | Automated safety check: Pass | BSD-3-Clause | 10 days ago |
| 3898 | Computer vision for bio-image preprocessing, feature detection, real-time microscopy. | jaechang-hits/ | 370 | 1 repo | ~3.9k | Automated safety check: Pass | Apache-2.0 | 10 days ago |
| 3899 | Pure Python DICOM for medical imaging (CT, MRI, X-ray, ultrasound). | jaechang-hits/ | 370 | 1 repo | ~7.5k | Automated safety check: Pass | MIT | 10 days ago |
| 3900 | 3900.Pylabrobot Hardware-agnostic Python liquid-handler library: portable scripts run on Hamilton STAR, Tecan Freedom EVO, Opentrons OT-2, or a simulator without vendor lock-in. | jaechang-hits/ | 370 | 1 repo | ~4k | Automated safety check: Pass | MIT | 10 days ago |
| 3901 | 3901.Pymoo Python framework for single- and multi-objective optimization with evolutionary algorithms. | jaechang-hits/ | 370 | 1 repo | ~4.9k | Automated safety check: Pass | Apache-2.0 | 10 days ago |
| 3902 | CLI toolkit for SAM/BAM/CRAM: sort, index, convert, filter, QC alignments. | jaechang-hits/ | 370 | 1 repo | ~4.1k | Automated safety check: Pass | MIT | 10 days ago |
| 3903 | Python image processing for microscopy and bioimage analysis. | jaechang-hits/ | 370 | 1 repo | ~4.4k | Automated safety check: Pass | BSD-3-Clause | 10 days ago |
| 3904 | Classical ML in Python: classification, regression, clustering, dim reduction, evaluation, tuning, preprocessing pipelines. | jaechang-hits/ | 370 | 1 repo | ~4k | Automated safety check: Pass | BSD-3-Clause | 10 days ago |
| 3905 | Process-based discrete-event simulation. An agent skill from jaechang-hits/SciAgent-Skills. | jaechang-hits/ | 370 | 1 repo | ~5.4k | Automated safety check: Pass | MIT | 10 days ago |
| 3906 | 3906.Gemini API Dev The Gemini API provides access to Google's most advanced AI models. | majiayu000/ | 666 | 2 repos | ~1.3k | Automated safety check: Pass | MIT | yesterday |
| 3907 | Python statistical modeling: regression (OLS, WLS, GLM), discrete (Logit, Poisson, NegBin), time series (ARIMA, SARIMAX, VAR), with rigorous inference, diagnostics, and hypothesis tests. | majiayu000/ | 666 | 2 repos | ~4.2k | Automated safety check: Pass | BSD-3-Clause | yesterday |
| 3908 | 3908.Papers Skill Skill for academic research workflows: search Semantic Scholar (200M+ papers), inspect citations, download arXiv PDFs, and extract PDF text. | majiayu000/ | 666 | 2 repos | ~2.1k | Automated safety check: Pass | MIT | yesterday |
| 3909 | 3909.Bulkrna Survival Load when comparing bulk expression strata against clinical time-to-event data with Kaplan-Meier and log-rank tests. | TianGzlab/ | 161 | — | ~1.2k | Automated safety check: Pass | Apache-2.0 | yesterday |
| 3910 | 3910.Vllm Ascend vLLM Ascend plugin for LLM inference serving on Huawei Ascend NPU. | ascend-ai-coding/ | 174 | — | ~2.7k | Automated safety check: Pass | No licence | yesterday |
| 3911 | 3911.Sc Count Load when turning scRNA FASTQ (or existing CellRanger/STARsolo/SimpleAF/kb-python output) into a downstream-ready AnnData. | TianGzlab/ | 161 | — | ~1.5k | Automated safety check: Pass | Apache-2.0 | yesterday |
| 3912 | 3912.Sc Doublet Detection Load when annotating putative doublets in single-cell RNA-seq using Scrublet, DoubletDetection, DoubletFinder, scDblFinder, or scds. | TianGzlab/ | 161 | — | ~2.2k | Automated safety check: Pass | Apache-2.0 | yesterday |
| 3913 | 3913.Sc Enrichment Load when running bulk-style pathway enrichment (ORA / GSEA / GSEA-R / GSVA-R) on a per-group ranked DE / marker list against a gene-set library. | TianGzlab/ | 161 | — | ~2.4k | Automated safety check: Pass | Apache-2.0 | yesterday |
| 3914 | Load when predicting in-silico gene knockout effects on a normalised scRNA AnnData via GRN-based propagation (Python) or scTenifoldKnk (R). | TianGzlab/ | 161 | — | ~1.3k | Automated safety check: Pass | Apache-2.0 | yesterday |
| 3915 | 3915.Sc Pathway Scoring Load when computing per-cell pathway / gene-set scores on a normalised scRNA AnnData via AUCell (R or Python) or Scanpy scoregenes. | TianGzlab/ | 161 | — | ~2.2k | Automated safety check: Pass | Apache-2.0 | yesterday |
| 3916 | 3916.Spatial Velocity Load when estimating RNA velocity on a spatial AnnData with layers["spliced"] + layers["unspliced"] via scVelo (stochastic / deterministic / dynamical) or veloVI (deep generative). | TianGzlab/ | 161 | — | ~1.3k | Automated safety check: Pass | Apache-2.0 | yesterday |
| 3917 | 3917.Binary Re This skill should be used when analyzing binaries, executables, or bytecode to understand what they do or how they work. | aiskillstore/ | 430 | 1 repo | ~2.6k | Automated safety check: Pass | No licence | yesterday |
| 3918 | 3918.Dead Code Removal Detects and safely removes unused code (imports, functions, classes) across multiple languages. | aiskillstore/ | 430 | 1 repo | ~1.9k | Automated safety check: Pass | No licence | yesterday |
| 3919 | 3919.Extract From Pdfs This skill should be used when extracting structured data from scientific PDFs for systematic reviews, meta-analyses, or database creation. | aiskillstore/ | 430 | — | ~2.2k | Automated safety check: Pass | No licence | yesterday |
| 3920 | 3920.Hubspot Integration Expert patterns for HubSpot CRM integration including OAuth authentication, CRM objects, associations, batch operations, webhooks, and custom objects. | aiskillstore/ | 430 | 3 repos | ~5k | Automated safety check: Pass | No licence | yesterday |
| 3921 | Python design patterns including KISS, Separation of Concerns, Single Responsibility, and composition over inheritance. | aiskillstore/ | 430 | 1 repo | ~3.1k | Automated safety check: Pass | No licence | yesterday |
| 3922 | 3922.Python Scripting Python scripting with uv and PEP 723 inline dependencies. An agent skill from aiskillstore/marketplace. | aiskillstore/ | 430 | 1 repo | ~330 | Automated safety check: Pass | No licence | yesterday |
| 3923 | Run defensive pre-release security tests for Python web applications. | aiskillstore/ | 430 | — | ~1.2k | Automated safety check: Notes | MIT | yesterday |
| 3924 | 3924.Agent Registry MANDATORY agent discovery system for token-efficient agent loading. | sundial-org/ | 663 | — | ~1.1k | Automated safety check: Pass | No licence | 7 mo ago |
| 3925 | 3925.Crypto Price Get cryptocurrency token price and generate candlestick charts via CoinGecko API or Hyperliquid API. | sundial-org/ | 663 | — | ~489 | Automated safety check: Pass | No licence | 7 mo ago |
| 3926 | 3926.Govee Lights Control Govee smart lights via the Govee API. An agent skill from sundial-org/awesome-openclaw-skills. | sundial-org/ | 663 | — | ~411 | Automated safety check: Pass | No licence | 7 mo ago |
| 3927 | 3927.Wps Ppt Automation Automate common PowerPoint/WPS Presentation operations on Windows via COM (read text/notes/outline, export PDF/images, replace text, insert/delete slides, unify font/size/theme, extract images/media). | sundial-org/ | 663 | — | ~714 | Automated safety check: Pass | No licence | 7 mo ago |
| 3928 | 3928.Wps Word Automation Automate common Word/WPS document operations on Windows via COM (read text, replace, insert, headings, headers/footers, page breaks, merge, split, export to PDF/TXT, add/replace images). | sundial-org/ | 663 | — | ~754 | Automated safety check: Pass | No licence | 7 mo ago |
| 3929 | EndNote reference formatting workflow — converts [PMID: xxxx] markers in Markdown manuscripts to Word (.docx) using EndNote CWYW-recognized {Author, Year, Title} placeholders, while generating .ris… | aipoch/ | 2k | — | ~1.5k | Automated safety check: Pass | MIT | 21 days ago |
| 3930 | Predict depletion time of critical lab reagents based on historical usage frequency, and automatically generate purchase alerts when stock falls below safety thresholds. | aipoch/ | 2k | — | ~2.2k | Automated safety check: Pass | MIT | 21 days ago |
| 3931 | Generate meta-analysis forest plots for binary classification data. | aipoch/ | 2k | — | ~2.1k | Automated safety check: Pass | MIT | 21 days ago |
| 3932 | Generate forest plots for meta-analysis of survival data. An agent skill from aipoch/medical-research-skills. | aipoch/ | 2k | — | ~2k | Automated safety check: Pass | MIT | 21 days ago |
| 3933 | 3933.Motif Logo Generator Generate publication-quality sequence logos for DNA or protein motifs. | aipoch/ | 2k | — | ~2.2k | Automated safety check: Pass | MIT | 21 days ago |
| 3934 | 3934.Pydicom A Python library for working with DICOM (Digital Imaging and Communications in Medicine) files. | aipoch/ | 2k | — | ~4.4k | Automated safety check: Pass | MIT | 21 days ago |
| 3935 | 3935.Agent CLI Add agent-friendly --json NDJSON output to Python CLI scripts, or scaffold a complete cliutils package for a project. | glebis/ | 389 | — | ~3k | Automated safety check: Pass | MIT | 12 days ago |
| 3936 | Authoritative reference for the neo4j-agent-memory Python package — a graph-native memory system for AI agents built on Neo4j — and for the hosted service (NAMS) at memory.neo4jlabs.com. | neo4j-contrib/ | 114 | — | ~5.8k | Automated safety check: Pass | MIT | 2 days ago |