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Python agent skills, page 67
Python skills, ranked
Ranked by score. Sort bymost stars,trending,newest,recently updated
| # | Skill | Repository | Stars | Used in | Tokens | Auto-check | Licence | Updated |
|---|---|---|---|---|---|---|---|---|
| 3169 | Find marker genes and annotate cell types in single-cell RNA-seq using Seurat (R) and Scanpy (Python). | FreedomIntelligence/ | 3.1k | 1 repo | ~2.2k | Automated safety check: Pass | No licence | 2 mo ago |
| 3170 | Analyze multi-modal single-cell data (CITE-seq, Multiome, spatial). | FreedomIntelligence/ | 3.1k | 1 repo | ~1.7k | Automated safety check: Pass | No licence | 2 mo ago |
| 3171 | Create publication-quality visualizations of immune repertoire data including circos plots, clone tracking, diversity plots, and network graphs. | FreedomIntelligence/ | 3.1k | 1 repo | ~1.5k | Automated safety check: Pass | No licence | 2 mo ago |
| 3172 | Capture Python-level diagnostics from a running Sculptor backend (sculptorbackend): instant thread dumps and viztracer/Perfetto traces with no special privileges, or py-spy CPU sampling /… | imbue-ai/ | 238 | — | ~3.1k | Automated safety check: Notes | MIT | 2 days ago |
| 3173 | 3173.Scrapling CLI-first web scraping & content extraction with optional MCP server. | foryourhealth111-pixel/ | 3.6k | — | ~1.1k | Automated safety check: Pass | Apache-2.0 | 1 mo ago |
| 3174 | 3174.Docker ALWAYS activate when the user's query involves Docker in any way — even if it also matches other skills. | avibebuilder/ | 120 | — | ~1k | Automated safety check: Notes | MIT | 4 mo ago |
| 3175 | 3175.Customize Create, configure, and maintain custom agent profiles and author new skills via the repl tool. | JimLiu/ | 228 | 2 repos | ~5.4k | Automated safety check: Warn | Apache-2.0 | 3 mo ago |
| 3176 | Migrates Neo4j driver code and Cypher queries from older versions (4.x, 5.x) to current (2025.x/2026.x, Cypher 25). | neo4j-contrib/ | 114 | 1 repo | ~4.2k | Automated safety check: Notes | MIT | yesterday |
| 3177 | 3177.Code Execution Execute Python code locally with marketplace API access for 90%+ token savings on bulk operations. | mhattingpete/ | 680 | — | ~796 | Automated safety check: Pass | Apache-2.0 | 2 mo ago |
| 3178 | 3178.Calc Sample Size A skill your agent uses when planning how many patients or cases a study needs before data collection (power analysis, IRB justification). | Aperivue/ | 333 | — | ~2.9k | Automated safety check: Pass | MIT | 6 days ago |
| 3179 | 3179.Deidentify A skill your agent uses when clinical data may contain PHI and must be de-identified before any LLM-assisted analysis. | Aperivue/ | 333 | — | ~3.4k | Automated safety check: Pass | MIT | 6 days ago |
| 3180 | 3180.Setup Medsci A skill your agent uses when a skill fails for a missing tool or the environment needs checking. | Aperivue/ | 333 | — | ~960 | Automated safety check: Pass | MIT | 6 days ago |
| 3181 | Enforce the replication-protocol.md rule by cross-checking numeric claims in a manuscript against the actual R / Stata / Python outputs. | pedrohcgs/ | 1.7k | — | ~6.4k | Automated safety check: Notes | MIT | 13 days ago |
| 3182 | 3182.Visual Audit Adversarial visual-layout audit of a Quarto .qmd or Beamer .tex deck. | pedrohcgs/ | 1.7k | — | ~651 | Automated safety check: Notes | MIT | 13 days ago |
| 3183 | 3183.Plot ML Figure Pick how to write a figure before custom plot code. An agent skill from probabl-ai/skills. | probabl-ai/ | 138 | — | ~796 | Automated safety check: Pass | BSD-3-Clause | yesterday |
| 3184 | 3184.Abaqus Master skill for Abaqus FEA scripting. An agent skill from Cai-aa/CAE-Agent-Hub. | Cai-aa/ | 1k | — | ~1.5k | Automated safety check: Pass | MIT | 11 days ago |
| 3185 | Evaluates expired domain candidates against a target niche, scores them by topical relevance, historical activity level, and history cleanliness, then outputs a ranked shortlist with explainable… | Varnan-Tech/ | 674 | — | ~4.8k | Automated safety check: Pass | MIT | 1 mo ago |
| 3186 | 3186.Geo Gap Fixer Audit how often LLMs recommend your brand vs competitors and generate a GEO action plan. | Varnan-Tech/ | 674 | — | ~1k | Automated safety check: Notes | MIT | 1 mo ago |
| 3187 | Build and deploy a full-stack app (React frontend + Python/FastAPI backend) or a Vellum app to Vercel as a serverless demo with seeded data | vellum-ai/ | 1.4k | — | ~2.8k | Automated safety check: Pass | MIT | 2 days ago |
| 3188 | Create and edit Excel spreadsheets (.xlsx) whose formulas carry their computed values, so sums and totals show in every viewer, plus date and time formats, recalculating and verifying an existing… | vellum-ai/ | 1.4k | — | ~1.6k | Automated safety check: Pass | MIT | 2 days ago |
| 3189 | 3189.Python Dev Python 开发规范。当用户操作 .py、pyproject.toml、requirements.txt、setup.py 文件, 或涉及 FastAPI、Django、Flask、pytest、asyncio 开发时触发。 | doccker/ | 1.1k | — | ~790 | Automated safety check: Pass | Unknown | 1 mo ago |
| 3190 | Creates a new GAIK software component as an installable Python package. | GAIK-project/ | 100 | — | ~3k | Automated safety check: Pass | MIT | 2 days ago |
| 3191 | Manage OCI Object Storage — buckets, uploads, PARs, and lifecycle policies. | jeremylongshore/ | 2.8k | 1 repo | ~2.3k | Automated safety check: Pass | MIT | yesterday |
| 3192 | 在不执行的前提下,依据显式沙箱策略审查 skill 请求的文件系统、命令、网络、secret 或破坏性操作. An agent skill from fancyboi999/ai-engineering-from-scratch-zh. | fancyboi999/ | 1.2k | — | ~138 | Automated safety check: Pass | MIT | 2 days ago |
| 3193 | 3193.Static Deploy Conventions for static deploy automation Python CLIs in scripts/static-deploy/. | Opentrons/ | 523 | — | ~806 | Automated safety check: Pass | Apache-2.0 | yesterday |
| 3194 | 3194.Product Design Automates design review, token extraction, component mapping, and implementation planning. | qf-studio/ | 355 | — | ~5.1k | Automated safety check: Notes | MIT | 3 days ago |
| 3195 | 3195.Skill Upgrader Upgrade any skill to v5 Hybrid format using decision theory + modal logic | parcadei/ | 3.9k | 1 repo | ~1.9k | Automated safety check: Notes | MIT | 8 mo ago |
| 3196 | 3196.Latex Scaffold Scaffold a LaTeX project (latex/main.tex, optional bibliography wiring, structure) from an existing Markdown draft. | WILLOSCAR/ | 513 | — | ~874 | Automated safety check: Pass | No licence | 6 days ago |
| 3197 | 3197.Opendataloader PDF PDF 数据提取工具。当用户提到"PDF 提取"、"PDF 转 Markdown"、"PDF 解析"、"提取 PDF 内容"、"PDF 转 JSON"、"RAG PDF"时使用。OpenDataLoader PDF 是目前基准测试第一的 PDF 解析器,支持本地模式(快速、确定)和混合 AI 模式(复杂表格、扫描件、公式),输出 Markdown、JSON(带边界框)、HTML。适用于需要从… | chujianyun/ | 742 | — | ~827 | Automated safety check: Pass | Unknown | 2 days ago |
| 3198 | Guides the usage of the Gemini API on Agent Platform with the Google Gen AI SDK for enterprise AI applications. | davila7/ | 33k | — | ~2.5k | Automated safety check: Pass | MIT | yesterday |
| 3199 | 3199.macOS Harness Control a whole Mac from one persistent Python session with screenshots, PID-targeted input, an animated virtual pointer, targeted Apple Accessibility, Apple Events, Browser Harness CDP, and… | Zfinix/ | 118 | — | ~1.3k | Automated safety check: Pass | Apache-2.0 | 2 days ago |
| 3200 | 3200.Jeecg Onlform JeecgBoot Online表单(cgform)全生命周期管理——通过API自动创建/编辑数据库表和表单配置, 支持单表、主子表、树表,26种控件类型,以及JS/Java/SQL增强、权限配置、数据CRUD、积木报表集成。 | jeecgboot/ | 239 | — | ~7.7k | Automated safety check: Pass | Apache-2.0 | 24 days ago |
| 3201 | 3201.Engineering Skills Index of the engineering-team skills bundle for Claude Code, Codex, Gemini CLI, Cursor, OpenClaw, and 6 more tools. | alirezarezvani/ | 28k | — | ~887 | Automated safety check: Pass | MIT | 1 mo ago |
| 3202 | 3202.Marketing Skills Directory and router for the marketing skills library. An agent skill from alirezarezvani/claude-skills. | alirezarezvani/ | 28k | — | ~1.3k | Automated safety check: Pass | MIT | 1 mo ago |
| 3203 | 3203.Neo4j Gds Skill Neo4j Graph Data Science (GDS) embedded plugin via Python client or Cypher — covers graphdatascience client 2.x, GraphDataScience, gds.graph.project.native, gds.graph.project.cypher, snakecase… | neo4j-contrib/ | 114 | — | ~5k | Automated safety check: Notes | MIT | yesterday |
| 3204 | 3204.X Article Publisher 自媒体创作者与内容创作者在需要将 Markdown 长文发布到 X (Twitter) Articles 编辑器时使用。技能自动将 Markdown 转换为富文本并完美保留排版,支持持久化免密登录与封面上传,一键完成发布,大幅提升长文分发效率。 | anbeime/ | 7.8k | — | ~1.4k | Automated safety check: Pass | MIT | 2 days ago |
| 3205 | 3205.X Article Publisher 内容创作者在需要将 Markdown 长文发布到 X (Twitter) 时,使用此技能一键将 Markdown 自动转换为富文本并发布至 X Articles,完美保留排版,免去手动调整与重复登录烦恼,让长文分发更高效。 | anbeime/ | 7.8k | — | ~1.4k | Automated safety check: Pass | MIT | 2 days ago |
| 3206 | 3206.Douyin Hot Trend 专注于获取抖音最新的热榜数据,每小时更新,包含热点事件、热度值和跳转链接;支持查询近7天、近30天历史热榜,并支持订阅定时推送。 | redfox-data/ | 427 | — | ~1.6k | Automated safety check: Pass | No licence | yesterday |
| 3207 | 抖音相似账号推荐工具,输入抖音账号名称或账号ID,通过红狐API接口获取本账号数据、内容数据和相似账号推荐数据,深度分析共通点、差异点和优化建议。当用户提到"推荐抖音相似账号"、"找抖音对标"、"抖音同类账号"、"抖音竞品分析"、"找抖音同行"时使用。 | redfox-data/ | 427 | — | ~1.2k | Automated safety check: Pass | No licence | yesterday |
| 3208 | 扫描公众号文案、文件或网页中的违禁词与敏感表述,标注风险并提供合规替换建议,帮你安全过审、避免删文限流. An agent skill from redfox-data/redfox-community. | redfox-data/ | 427 | — | ~1.3k | Automated safety check: Pass | No licence | yesterday |
| 3209 | 3209.Wechat Search 公众号搜索工具,支持按关键词搜索爆款文章,展示推荐热门文章,助力内容创作者把握趋势与获取灵感;当用户需要搜索公众号文章、查找爆款内容、获取创作灵感时使用 | redfox-data/ | 427 | — | ~2.7k | Automated safety check: Pass | No licence | yesterday |
| 3210 | 公众号创作者对标账号匹配工具,基于3层加权匹配体系(核心基础40%+运营变现35%+数据特征25%)推荐对标账号和头部账号。当用户需要公众号账号推荐、公众号对标、起号参考、账号投放选择时使用。触发词:公众号对标、相似账号、对标推荐、起号参考、账号匹配。 | redfox-data/ | 427 | — | ~1.8k | Automated safety check: Pass | No licence | yesterday |
| 3211 | 拆解爆款标题逻辑,结合用户输入一键生成10个优质爆款标题,告别标题纠结;同时对已有标题从主题匹配度、结构合规度、利益清晰度、情绪唤醒度、稀缺性感知和合规安全性六大维度加权评分,输出等级评定与优化建议;当用户需要生成小红书爆款标题、评估标题爆款潜力、了解标题与爆款规律匹配度或获取标题优化建议时使用 | redfox-data/ | 427 | — | ~1.2k | Automated safety check: Pass | No licence | yesterday |
| 3212 | 面向 Nature Portfolio 与高影响力期刊的证据驱动科研绘图技能。用于从原始或汇总数据设计单图与多面板 figure、选择合适图形语法、编写 Python/R 绘图代码、重绘现有图件、生成机制示意图草案、撰写图注并导出可编辑 SVG/PDF 与高分辨率 TIFF/PNG;同时检查数据完整性、颜色可访问性、统计标注和最终尺寸可读性。触发场景包括 Nature… | LeonChaoX/ | 944 | — | ~600 | Automated safety check: Pass | MIT | 2 mo ago |
| 3213 | Resolves GWAS associations to candidate causal variants and credible sets via SuSiE, susierss, FINEMAP, CAVIAR, DAP-G, PAINTOR, PolyFun, SuSiEx, MultiSuSiE, and FOCUS. | GPTomics/ | 1.2k | 2 repos | ~8.6k | Automated safety check: Pass | MIT | 1 mo ago |
| 3214 | Estimates bivariate genetic correlation (rg) between traits from GWAS summary statistics or individual-level genotypes using cross-trait LDSC, HDL, LAVA, rho-HESS, GREML-bivariate, Popcorn, and HDL-L. | GPTomics/ | 1.2k | 2 repos | ~9.1k | Automated safety check: Pass | MIT | 1 mo ago |
| 3215 | Fits structural equation models to GWAS summary statistics using GenomicSEM (Grotzinger 2019), including common-factor models, confirmatory factor models, ESEM, common-factor GWAS with QSNP… | GPTomics/ | 1.2k | 2 repos | ~8.2k | Automated safety check: Pass | MIT | 1 mo ago |
| 3216 | Estimates SNP heritability and partitions it across functional annotations, cell types, and loci from GWAS summary statistics or individual-level genotypes. | GPTomics/ | 1.2k | 2 repos | ~8.9k | Automated safety check: Pass | MIT | 1 mo ago |