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Python agent skills, page 74
Python skills, ranked
Ranked by score. Sort bymost stars,trending,newest,recently updated
| # | Skill | Repository | Stars | Used in | Tokens | Auto-check | Licence | Updated |
|---|---|---|---|---|---|---|---|---|
| 3505 | Maps between gene identifier systems (Ensembl, Entrez, HGNC symbol, UniProt, RefSeq, MANE) using AnnotationDbi, biomaRt, mygene, pyensembl, and Ensembl REST. | GPTomics/ | 1.2k | 1 repo | ~6.4k | Automated safety check: Pass | MIT | 1 mo ago |
| 3506 | Stores and operates on sparse expression matrices for single-cell and large bulk RNA-seq, covering dgCMatrix/dgRMatrix/dgTMatrix when-each-is-fast, the dgCMatrix (CSC, R) <- CSR (Python) implicit… | GPTomics/ | 1.2k | 1 repo | ~5.6k | Automated safety check: Pass | MIT | 1 mo ago |
| 3507 | Nominates and assesses CRISPR off-target sites genome-wide. An agent skill from GPTomics/bioSkills. | GPTomics/ | 1.2k | 1 repo | ~5.5k | Automated safety check: Pass | MIT | 1 mo ago |
| 3508 | Compares Hi-C contact maps between conditions across the right scale -- differential bin-pair contacts (multiHiCcompare, diffHic), differential A/B compartments (dcHiC), differential TAD boundaries… | GPTomics/ | 1.2k | 1 repo | ~5.5k | Automated safety check: Pass | MIT | 1 mo ago |
| 3509 | 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 |
| 3510 | 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 |
| 3511 | 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 |
| 3512 | Clusters temporally variable genes by expression-profile SHAPE (not significance) using Mfuzz fuzzy c-means, TCseq, DEGreport degPatterns, and tslearn DTW/soft-DTW. | GPTomics/ | 1.2k | 1 repo | ~5.2k | Automated safety check: Pass | MIT | 1 mo ago |
| 3513 | End-to-end bulk time-course analysis from an expression matrix to temporal gene modules and per-cluster pathway enrichment. | GPTomics/ | 1.2k | 1 repo | ~6k | Automated safety check: Pass | MIT | 1 mo ago |
| 3514 | 3514.Python Clean Code A skill your agent uses when writing, fixing, editing, reviewing, or refactoring any Python code. | ertugrul-dmr/ | 197 | — | ~1.1k | Automated safety check: Pass | MIT | 5 mo ago |
| 3515 | 3515.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 |
| 3516 | 3516.Query Grapher DB Query the grapher MySQL database (local dev, a branch's staging server, or production via the public Datasette) and verify indicators and charts on a staging server. | owid/ | 159 | — | ~731 | Automated safety check: Pass | MIT | today |
| 3517 | 3517.Sync Grapher Schema 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 |
| 3518 | 3518.Prepare Release 9 パッケージ × 5 レジストリの version bump と関連ファイル更新 (Cargo.lock / package-lock.json / Swift checksum / CHANGELOG 昇格) を 1 コマンドで適用案にする read-mostly skill。release-prep (確認用) の続きに呼び、 実 bump 差分の markdown 提案 + 順序付き… | ayutaz/ | 234 | — | ~2k | Automated safety check: Pass | MIT | today |
| 3519 | 3519.Run Tests piper-plus の各言語ランタイムのテストを実行します。引数 python/rust/cs/go/js/cpp/all で対象を選択。未指定なら git diff から自動判定。 | ayutaz/ | 234 | — | ~641 | Automated safety check: Pass | MIT | today |
| 3520 | 3520.Sync Docs コミット前にエージェントチームで全ドキュメント (CLAUDE.md / README / CHANGELOG / docs/) を監査し、コード変更に応じて自動更新します。大規模変更時の documentation drift を予防。 | ayutaz/ | 234 | — | ~1.4k | Automated safety check: Pass | MIT | today |
| 3521 | 3521.Quarto Deck Generate a Reveal.js HTML presentation from Markdown. An agent skill from flonat/flonat-research. | flonat/ | 146 | — | ~2.2k | Automated safety check: Pass | MIT | 11 days ago |
| 3522 | 3522.Agentic Development Build AI agents with Pydantic AI (Python) and Claude SDK (Node.js) | alinaqi/ | 707 | — | ~5.9k | Automated safety check: Pass | MIT | 16 days ago |
| 3523 | 3523.Quark Torch Debug Diagnose failed Quark installation, PTQ execution, script generation, or export attempts. | amd/ | 182 | — | ~1.9k | Automated safety check: Notes | MIT | 12 days ago |
| 3524 | 3524.Quark Torch Install Install or verify the correct PyTorch build for a user's accelerator backend before Quark installation. | amd/ | 182 | — | ~1.6k | Automated safety check: Pass | MIT | 12 days ago |
| 3525 | 3525.Cell Cell 系列科研工作总入口。根据用户的科研任务,在科研选题、研究计划、顶刊综述、英文论文深度润色、审稿回复、投稿整理、Python/MATLAB 科研可视化代码、数据图复现、科研图重建、文字或图片生成可编辑科研图和 PowerPoint 原生对象编辑成员之间选择一个最匹配的 Skill,并直接执行对应流程。用户说“Cell 系列”“用 Cell 做”但未指定成员,或需要判断应使用哪个… | yrui-cmd/ | 109 | — | ~447 | Automated safety check: Pass | MIT | today |
| 3526 | Operational guide for implementing a new Envilder runtime SDK. | macalbert/ | 138 | — | ~1.9k | Automated safety check: Pass | MIT | 5 days ago |
| 3527 | Checklist for adding a new SDK or releasing a new SDK version. | macalbert/ | 138 | — | ~1.5k | Automated safety check: Pass | MIT | 5 days ago |
| 3528 | 3528.Update Deps Inventory, assess, update, and validate third-party dependencies across Bun, Python/uv, Cargo, Docker, and GitHub Actions without hiding ecosystem or supply-chain risk. | stella/ | 258 | — | ~2.7k | Automated safety check: Pass | Apache-2.0 | today |
| 3529 | 3529.Aer Statspai A skill your agent uses when aer-identification has fixed the design, after methodology choice and before aer-robustness or aer-tables-figures, to run an AER-track analysis with StatsPAI — the… | brycewang-stanford/ | 4.6k | — | ~3k | Automated safety check: Pass | Unknown | 5 days ago |
| 3530 | 3530.Audit Replication Validate the replication package for the sewage-house-prices project. | brycewang-stanford/ | 4.6k | — | ~984 | Automated safety check: Notes | Unknown | 5 days ago |
| 3531 | 3531.Data Analysis End-to-end data analysis workflow in R or Python — from exploration through regression to publication-ready tables and figures. | brycewang-stanford/ | 4.6k | — | ~1.9k | Automated safety check: Notes | Unknown | 5 days ago |
| 3532 | 3532.Data Deposit Prepare a replication package for the sewage-house-prices project. | brycewang-stanford/ | 4.6k | — | ~1.2k | Automated safety check: Notes | Unknown | 5 days ago |
| 3533 | 3533.Marginaleffects Manual for the marginaleffects R and Python package, and guide to the book "Model to Meaning". | brycewang-stanford/ | 4.6k | — | ~2.1k | Automated safety check: Pass | CC-BY-4.0 | 5 days ago |
| 3534 | 3534.Phack Polyglot Run the instrumented specification search in the user's own statistical language — Stata (reghdfe, ivreghdfe, rdrobust, did2s), R (fixest, rdrobust, did2s), Python (statsmodels, linearmodels) or… | brycewang-stanford/ | 4.6k | — | ~2.1k | Automated safety check: Pass | Unknown | 5 days ago |
| 3535 | 3535.Pyfixest Reference Dense, machine-readable API reference for PyFixest — high-dimensional fixed-effects OLS/WLS/IV and Poisson (feols, fepois, feglm), clustered/robust standard errors, R-style formula syntax, and… | brycewang-stanford/ | 4.6k | — | ~3k | Automated safety check: Notes | Unknown | 5 days ago |
| 3536 | 3536.R Python Translation R-to-Python translation for data analysis. An agent skill from brycewang-stanford/Auto-Empirical-Research-Skills. | brycewang-stanford/ | 4.6k | — | ~5.5k | Automated safety check: Pass | Unknown | 5 days ago |
| 3537 | 3537.Replicate Paper Run a full 6-phase autonomous replication of a biomedical/epidemiology paper against UK Biobank or similar cohort data, producing Python and R scripts plus a validated replication report. | brycewang-stanford/ | 4.6k | — | ~1.9k | Automated safety check: Notes | Unknown | 5 days ago |
| 3538 | Stata-to-Python translation for data analysis. An agent skill from brycewang-stanford/Auto-Empirical-Research-Skills. | brycewang-stanford/ | 4.6k | — | ~6.2k | Automated safety check: Pass | Unknown | 5 days ago |
| 3539 | 3539.Table Econometrics skill for creating publication-quality LaTeX regression and summary tables. | brycewang-stanford/ | 4.6k | — | ~3.3k | Automated safety check: Pass | Unknown | 5 days ago |
| 3540 | 3540.Developing Software Software development knowledge reference covering Python, Go, Rust, TypeScript, Java, C++, and Shell. | telagod/ | 244 | — | ~410 | Automated safety check: Pass | MIT | 2 mo ago |
| 3541 | 3541.Status Show DMP status for the active brand: profile, engagement progress, recent insights. | indranilbanerjee/ | 862 | 1 repo | ~2.3k | Automated safety check: Notes | MIT | today |
| 3542 | 3542.Programming Tutor 全能 AI 编程导师,通过互动课程、代码审查、苏格拉底式调试引导、算法练习、项目指导等方式系统化教授编程,支持 Python 和 JavaScript。当用户想学习编程语言、调试代码、理解算法与数据结构、审查代码质量、学习设计模式、准备编程面试、了解工程最佳实践,或从零构建项目、辅导编程作业时触发。 | rongxinzy/ | 154 | — | ~2.9k | Automated safety check: Pass | MIT | today |
| 3543 | 3543.Course 显示 python-office 库的使用教程、群组信息、源码地址等。当用户提到 python-office 介绍、查看课程、帮助信息、资源链接时使用。 | CoderWanFeng/ | 1.4k | — | ~113 | Automated safety check: Pass | Apache-2.0 | 1 mo ago |
| 3544 | 3544.Cap Table Waterfall Model cap table dilution, SAFE conversion, and exit waterfall across scenarios. | davepoon/ | 3.6k | — | ~1.1k | Automated safety check: Pass | MIT | yesterday |
| 3545 | Scan a company or sector for deal-sourcing signals across 6 dimensions. | davepoon/ | 3.6k | — | ~1.3k | Automated safety check: Pass | MIT | yesterday |
| 3546 | 3546.Financial Model Run deterministic financial models for startup valuation and SaaS health analysis. | davepoon/ | 3.6k | — | ~1.1k | Automated safety check: Pass | MIT | yesterday |
| 3547 | 3547.Fund Operations Compute fund KPIs (TVPI, DPI, IRR, MOIC), model carried interest and management fees, and generate LP quarterly update narratives. | davepoon/ | 3.6k | — | ~1.1k | Automated safety check: Pass | MIT | yesterday |
| 3548 | 3548.Market Size Run TAM/SAM/SOM market sizing with top-down and bottom-up methods, competitive landscape, and tech stack analysis. | davepoon/ | 3.6k | — | ~1.2k | Automated safety check: Pass | MIT | yesterday |
| 3549 | Activate for ANY startup evaluation, investment screening, or company assessment. | davepoon/ | 3.6k | — | ~2.3k | Automated safety check: Pass | MIT | yesterday |
| 3550 | 3550.Vero Source Python Load BEFORE translating Python source to Lean 4. An agent skill from sunblaze-ucb/vero. | sunblaze-ucb/ | 107 | — | ~1.9k | Automated safety check: Pass | Apache-2.0 | 1 mo ago |
| 3551 | 3551.TDD Guide Test-driven development workflow with test generation, coverage analysis, and multi-framework support | aAAaqwq/ | 105 | 2 repos | ~1.1k | Automated safety check: Pass | MIT | 2 days ago |
| 3552 | 3552.Docker Python Lab Generates an interactive Docker Python lab block for MkDocs textbook pages, where students write and run real Python code inside an isolated Docker container. | dmccreary/ | 105 | — | ~2.1k | Automated safety check: Pass | No licence | today |