Role
Best agent skills for Data Scientists, page 113
Skills for Data Scientists, ranked
Ranked by score. Sort bymost stars,trending,newest,recently updated
| # | Skill | Repository | Stars | Used in | Tokens | Auto-check | Licence | Updated |
|---|---|---|---|---|---|---|---|---|
| 5377 | A skill your agent uses when preparing Journal of Human Resources data and replication materials: archive plan footnote, public repository deposit, CC0 license, Data Availability Statement, read-me… | franklee16/ | 223 | 1 repo | ~424 | Automated safety check: Pass | No licence | 21 days ago |
| 5378 | 5378.Jqte Fit Positioning A skill your agent uses to judge whether a manuscript fits 《数量经济技术经济研究》 (JQTE) and to decide how to frame its contribution — measurement, forecasting, or method-application versus clean causal… | franklee16/ | 223 | 1 repo | ~464 | Automated safety check: Pass | No licence | 21 days ago |
| 5379 | 5379.Jqte Forecasting A skill your agent uses when a 《数量经济技术经济研究》 (JQTE) manuscript makes a forecasting or prediction claim — macro forecasting, business-cycle / sentiment indices, mixed-frequency nowcasting, or… | franklee16/ | 223 | 1 repo | ~413 | Automated safety check: Pass | No licence | 21 days ago |
| 5380 | 5380.Jqte Implications A skill your agent uses when writing the policy / practice implications of a 《数量经济技术经济研究》 (JQTE) manuscript — translating measurement, forecasting, or decomposition results into concrete guidance… | franklee16/ | 223 | 1 repo | ~377 | Automated safety check: Pass | No licence | 21 days ago |
| 5381 | 5381.Jqte Topic Selection A skill your agent uses to sharpen a topic for 《数量经济技术经济研究》 (JQTE) — turning a vague empirical idea into a measurement / forecasting / method-application question with a clear quantitative object, a… | franklee16/ | 223 | 1 repo | ~339 | Automated safety check: Pass | No licence | 21 days ago |
| 5382 | 5382.Rof Data Analysis A skill your agent uses when auditing Review of Finance empirical or theoretical analysis: sample construction, identification, asset-pricing tests, corporate-finance variables, robustness, code… | franklee16/ | 223 | 1 repo | ~373 | Automated safety check: Pass | No licence | 21 days ago |
| 5383 | 商业智能助手 - 专业的BI系统设计与业务决策支持专家。适用场景： (1) BI报表与仪表板设计 (2) KPI指标体系构建与监控 (3) 业务数据可视化方案 (4) 管理驾驶舱设计 (5) 自助分析平台规划 (6) BI工具选型与实施 (7) 数据驱动决策支持 触发关键词：商业智能、BI报表、仪表板、Dashboard、KPI、数据可视化、管理驾驶舱、自助分析、决策支持、数据看板、经营分析 | chendongqi/ | 125 | — | ~1.2k | Automated safety check: Pass | No licence | 8 mo ago |
| 5384 | 数据分析助手 - 专业的数据分析与业务洞察专家。适用场景： (1) 数据可视化与报表设计 (2) 业务指标体系构建 (3) 趋势分析与预测建模 (4) 异常检测与根因分析 (5) A/B测试设计与分析 (6) 数据报告撰写与汇报 (7) SQL/数据提取指导 触发关键词：数据分析、数据可视化、指标体系、趋势分析、异常检测、AB测试、数据报告、SQL、数据洞察、Dashboard、数据驱动 | chendongqi/ | 125 | — | ~1.1k | Automated safety check: Pass | No licence | 8 mo ago |
| 5385 | 用户行为分析助手 - 专业的用户行为洞察与增长分析专家。适用场景： (1) 用户行为路径分析与优化 (2) 转化漏斗分析与瓶颈诊断 (3) 用户留存分析与流失预警 (4) 用户分群与画像构建 (5) 用户生命周期价值分析 (6) 行为事件埋点设计 (7) 增长实验设计与分析 触发关键词：用户行为、路径分析、漏斗分析、留存分析、用户分群、用户画像、LTV、埋点设计、行为洞察、转化率、流失分析 | chendongqi/ | 125 | — | ~1.1k | Automated safety check: Pass | No licence | 8 mo ago |
| 5386 | 5386.Deepmd Router Route DeePMD-kit requests to training or inference sub-skills. | Hello-QM/ | 205 | — | ~377 | Automated safety check: Pass | AGPL-3.0 | 17 days ago |
| 5387 | 5387.Gx Amplitude Expert Design event taxonomies, charts, cohorts, and dashboards in Amplitude for product analytics. | criptogus/ | 288 | — | ~762 | Automated safety check: Pass | MIT | yesterday |
| 5388 | 5388.Gx Ga4 Expert Configure GA4 properties, GTM, custom events, conversions, audiences, and BigQuery export. | criptogus/ | 288 | — | ~749 | Automated safety check: Pass | MIT | yesterday |
| 5389 | 5389.Gx Mixpanel Expert Implement Mixpanel tracking plans, funnels, retention, and Boards. | criptogus/ | 288 | — | ~695 | Automated safety check: Pass | MIT | yesterday |
| 5390 | Picks, fine-tunes, and deploys Hugging Face models with transformers, datasets, and Inference Endpoints. | criptogus/ | 288 | — | ~539 | Automated safety check: Pass | CC-BY-SA-4.0 | yesterday |
| 5391 | Plans fine-tuning runs (LoRA/QLoRA/full) with dataset curation, hyperparams, and eval — picks SFT vs DPO vs RLHF. | criptogus/ | 288 | — | ~564 | Automated safety check: Pass | CC-BY-SA-4.0 | yesterday |
| 5392 | 5392.RAG System Architect Designs production retrieval-augmented generation systems: chunking, embeddings, vector store, reranking, eval. | criptogus/ | 288 | — | ~554 | Automated safety check: Pass | CC-BY-SA-4.0 | yesterday |
| 5393 | 5393.Pp Airflow Admin Printing Press CLI for Airflow Admin. An agent skill from mvanhorn/printing-press-library. | mvanhorn/ | 2.1k | — | ~2.8k | Automated safety check: Notes | Apache-2.0 | yesterday |
| 5394 | 5394.Pp Clickhouse Cloud Printing Press CLI for Clickhouse Cloud. An agent skill from mvanhorn/printing-press-library. | mvanhorn/ | 2.1k | — | ~3.9k | Automated safety check: Notes | Apache-2.0 | yesterday |
| 5395 | 5395.Pp Context Dev Printing Press CLI for Context.dev. An agent skill from mvanhorn/printing-press-library. | mvanhorn/ | 2.1k | — | ~4.3k | Automated safety check: Notes | Apache-2.0 | yesterday |
| 5396 | 5396.Pp Firecrawl Printing Press CLI for Firecrawl. An agent skill from mvanhorn/printing-press-library. | mvanhorn/ | 2.1k | — | ~2.2k | Automated safety check: Notes | Apache-2.0 | yesterday |
| 5397 | 5397.Pp Twelvelabs Printing Press CLI for Twelvelabs. An agent skill from mvanhorn/printing-press-library. | mvanhorn/ | 2.1k | — | ~3.7k | Automated safety check: Notes | Apache-2.0 | yesterday |
| 5398 | Boltz2 蛋白质结构预测模型的昇腾 NPU 迁移与复现 Skill，适用于在华为 Ascend 910、910B、910C 上准备权重、适配 Lightning 和 CUDA only kernel、完成 Boltz2 端到端结构预测推理，并沉淀可复现的环境与验证命令。 | ascend-ai-coding/ | 174 | — | ~2.8k | Automated safety check: Pass | No licence | yesterday |
| 5399 | Diffusers Pipeline 推理指南，用于华为昇腾 NPU。覆盖环境预检、通用 Pipeline 推理（图像/视频模型）、内存优化（CPU offload、attention slicing、VAE slicing）、LoRA 加载与融合、多卡推理和按版本检索 Diffusers API。用户一旦提到在昇腾 NPU 上运行 FLUX、SDXL、Wan、CogVideoX 等… | ascend-ai-coding/ | 174 | — | ~3.2k | Automated safety check: Pass | No licence | yesterday |
| 5400 | 基于 PyTorch 框架的昇腾 NPU 模型推理融合算子优化技能。分析模型代码，识别可替换为 torchnpu 融合算子的计算模式，生成替换方案。触发场景：torchnpu 融合算子替换、MoE/Attention/FFN/Norm 等模块的推理算子适配、torchnpu API 使用咨询。基于仓库已有模型的融合算子经验，按计算语义推荐最佳方案。 | ascend-ai-coding/ | 174 | — | ~1.7k | Automated safety check: Pass | No licence | yesterday |
| 5401 | 基于 PyTorch 框架的昇腾 NPU 模型推理适配与部署基线技能。从 HF 链接或本地模型代码出发，按 cann-recipes-infer 仓库规范适配到 ModelRunner 推理框架，输出可运行的标准模型目录和性能基线数据。触发场景：新模型适配到昇腾 NPU 推理框架、已有模型的部署基线采集、模型迁移和初始跑通验证。 | ascend-ai-coding/ | 174 | — | ~1.8k | Automated safety check: Pass | No licence | yesterday |
| 5402 | 自动生成 ATB 到 ACLNN 算子替换的详细设计文档。接收用户提供的 ATB 和 ACLNN 接口文档链接， 输出包含参数映射、开发自测、风险评估的 7 章结构化设计文档。 | ascend-ai-coding/ | 174 | — | ~2.4k | Automated safety check: Pass | No licence | yesterday |
| 5403 | Generate migration deliverables for bringing relevant Megatron changes into MindSpeed after branch alignment and impact mapping are complete. | ascend-ai-coding/ | 174 | — | ~1.3k | Automated safety check: Pass | No licence | yesterday |
| 5404 | Verl 单异步 DAPO 训练配置生成器。触发场景：(1) 启动单异步 DAPO 训练 (2) 生成训练脚本 (3) 配置特性参数 (4) 训练前检查。特性策略：用户未指定时默认开启性能特性（flashattn/dynamicbatch/removepadding/gradientcheckpointing），显存特性（offload/recompute）默认关闭。OOM… | ascend-ai-coding/ | 174 | — | ~1.2k | Automated safety check: Pass | No licence | yesterday |
| 5405 | MindSpeed-MM skill router and model index for Huawei Ascend NPU. | ascend-ai-coding/ | 174 | — | ~3.5k | Automated safety check: Pass | No licence | yesterday |
| 5406 | MindSpeed-MM weight conversion guide using mm-convert CLI tool. | ascend-ai-coding/ | 174 | — | ~2.1k | Automated safety check: Pass | No licence | yesterday |
| 5407 | 5407.Firecrawl Alexandria Find a direct path to structured data through ready-made workflows, data APIs, and indexes. | firecrawl/ | 117 | — | ~1.6k | Automated safety check: Pass | ISC | yesterday |
| 5408 | 5408.Polars Dataframes Fast in-memory DataFrame with lazy evaluation, parallel execution, Arrow backend. | jaechang-hits/ | 371 | — | ~6.4k | Automated safety check: Pass | MIT | 11 days ago |
| 5409 | 5409.Vaex Dataframes Out-of-core DataFrame for billion-row data via lazy evaluation and memory-mapped files. | jaechang-hits/ | 371 | — | ~6.2k | Automated safety check: Pass | MIT | 11 days ago |
| 5410 | 5410.Geniml Python library for genomic interval ML. An agent skill from jaechang-hits/SciAgent-Skills. | jaechang-hits/ | 371 | — | ~4.3k | Automated safety check: Pass | BSD-2-Clause | 11 days ago |
| 5411 | 5411.Skywork Search Search the web for real-time information using the Skywork web search API. | aiskillstore/ | 430 | — | ~964 | Automated safety check: Pass | No licence | today |
| 5412 | 5412.DB Migration A skill your agent uses when setting up Alembic migrations or making database schema changes. | aiskillstore/ | 430 | — | ~2.3k | Automated safety check: Pass | No licence | today |
| 5413 | Standardize and validate SKILL.md files against the Agent Skills specification (agentskills.io). | aiskillstore/ | 430 | — | ~2.1k | Automated safety check: Notes | No licence | today |
| 5414 | Deep expertise in Logseq's Datascript database schema. An agent skill from aiskillstore/marketplace. | aiskillstore/ | 430 | — | ~1.5k | Automated safety check: Pass | No licence | today |
| 5415 | 5415.Vision See and understand images when you (the current model) have no native vision. | aiskillstore/ | 430 | — | ~1.1k | Automated safety check: Pass | No licence | today |
| 5416 | 5416.Database Patterns A skill your agent uses when designing database schemas, implementing repository patterns, writing optimized queries, managing migrations, or working with indexes and transactions for SQL/NoSQL… | MadAppGang/ | 285 | — | ~2.2k | Automated safety check: Pass | MIT | 6 mo ago |
| 5417 | Fetch trending programming models from OpenRouter rankings. An agent skill from MadAppGang/claude-code. | MadAppGang/ | 285 | — | ~3.6k | Automated safety check: Pass | MIT | 6 mo ago |
| 5418 | Collaboration platform configuration methodology for legal matter sites. | lawve-ai/ | 842 | — | ~5.8k | Automated safety check: Pass | Apache-2.0 | 7 days ago |
| 5419 | Framework for demonstrating AI capabilities in legal contexts. | lawve-ai/ | 842 | — | ~5.6k | Automated safety check: Pass | AGPL-3.0 | 7 days ago |
| 5420 | Draft matter status reports from emails, call notes, and updates. | lawve-ai/ | 842 | — | ~7.6k | Automated safety check: Pass | Apache-2.0 | 7 days ago |
| 5421 | 5421.Epidemiology Performs epidemiological analyses including disease modeling (SIR/SEIR), outbreak investigation, risk factor identification, incidence/prevalence estimation, and causal inference from observational… | aipoch/ | 2k | — | ~1.1k | Automated safety check: Pass | MIT | 22 days ago |
| 5422 | 5422.Forest Plot Styler Analyze data with forest-plot-styler using a reproducible workflow, explicit validation, and structured outputs for review-ready interpretation. | aipoch/ | 2k | — | ~3k | Automated safety check: Pass | MIT | 22 days ago |
| 5423 | 5423.Pathml A full-featured computational pathology toolkit for advanced WSI analysis, including multiplexed immunofluorescence (CODEX, Vectra), nuclei segmentation, tissue graph construction, and machine… | aipoch/ | 2k | — | ~3k | Automated safety check: Pass | MIT | 22 days ago |
| 5424 | Use pathology roi selector for data analysis workflows that need structured execution, explicit assumptions, and clear output boundaries. | aipoch/ | 2k | — | ~1.7k | Automated safety check: Pass | MIT | 22 days ago |
Explore related skills
Categories for Data Scientists
Popular topics
- Bioinformatics1,146
- Citation management934
- Web scraping777
- Data analysis561
- Building AI agents546
- Statistics543
- Academic paper search507
- SQL503
- Literature review485
- Data pipelines and ETL422
- Data visualization417
- Deep research411
- Deep learning408
- Reproducible research376
- Embeddings373
- LLM inference and serving372
- Database schema design364
- Prompt engineering348
- Retrieval-augmented generation348
- ORMs and data access331
- Machine learning330
- Data warehousing325
- Econometrics and empirical research323
- Peer review312
Products these skills work with
Other roles
- Developers39,059
- Frontend Developers7,068
- DevOps and SRE Engineers6,585
- Designers4,882
- Marketers5,420
- SEO Specialists1,418
- Writers and Editors5,860
- Product Managers2,036
- Founders and Solopreneurs6,401
- Researchers6,562
- Students and Educators1,994
- Lawyers and Compliance Teams1,344
- Accountants and Finance Teams2,491