Role
Best agent skills for Data Scientists, page 118
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 |
|---|---|---|---|---|---|---|---|---|
| 5617 | A skill your agent uses when settling coding reliability, open materials, PRISMA/MARS reporting, and a reproducible meta-analysis for a Review of Educational Research (RER) manuscript. | brycewang-stanford/ | 1.2k | — | ~1.3k | Automated safety check: Pass | MIT | 11 days ago |
| 5618 | A skill your agent uses when preparing the Review of Finance (RoF) replication package — code, data, pseudo-datasets for proprietary sources such as Datastream or Bankscope, log files, the Data… | brycewang-stanford/ | 1.2k | — | ~1.4k | Automated safety check: Pass | MIT | 11 days ago |
| 5619 | 5619.Sci Submission Use as the final preflight before submitting to Science (AAAS) — a complete checklist across significance, format, figures, statistics, data availability, references, and required submission files… | brycewang-stanford/ | 1.2k | — | ~1.2k | Automated safety check: Pass | MIT | 11 days ago |
| 5620 | A skill your agent uses when designing or auditing ACM SIGMETRICS evaluations, covering theorem-plus-validation rigor, stating and testing modeling assumptions, analysis-vs-simulation agreement… | brycewang-stanford/ | 1.2k | — | ~1.4k | Automated safety check: Pass | MIT | 11 days ago |
| 5621 | 5621.Socc Review Process A skill your agent uses when reasoning about how an ACM SoCC submission is evaluated, covering dual-anonymous review, the two-round-per-year model with the no-cross-round-resubmission rule, the… | brycewang-stanford/ | 1.2k | — | ~1.6k | Automated safety check: Pass | MIT | 11 days ago |
| 5622 | 5622.Soctheory Submission A skill your agent uses when running the final pre-submission preflight for a Sociological Theory (ST) manuscript — Manuscript Central portal, ASA format and length cap, abstract, masking for… | brycewang-stanford/ | 1.2k | — | ~1.8k | Automated safety check: Pass | MIT | 11 days ago |
| 5623 | 5623.Uai Topic Selection A skill your agent uses when deciding whether a project belongs at UAI, where uncertainty representation, probabilistic reasoning, graphical models, causal inference, or decision making under… | brycewang-stanford/ | 1.2k | — | ~1.8k | Automated safety check: Pass | MIT | 11 days ago |
| 5624 | 5624.Vis Topic Selection A skill your agent uses when deciding whether a project belongs at IEEE VIS or should be routed to EuroVis, PacificVis, CHI, a graphics venue, or the IEEE TVCG journal track, and when choosing among… | brycewang-stanford/ | 1.2k | — | ~1.6k | Automated safety check: Pass | MIT | 11 days ago |
| 5625 | A skill your agent uses when anticipating referee and editor objections before submitting to The World Bank Economic Review (WBER) — pre-empting the predictable development-economics pushbacks… | brycewang-stanford/ | 1.2k | — | ~1.8k | Automated safety check: Pass | MIT | 11 days ago |
| 5626 | 5626.Wber Robustness A skill your agent uses when results for a The World Bank Economic Review (WBER) manuscript may be sensitive to specification, sample, measurement, or inference choices — and you need a… | brycewang-stanford/ | 1.2k | — | ~2.1k | Automated safety check: Pass | MIT | 11 days ago |
| 5627 | 5627.Openrouter Usage Track OpenRouter API spending — credit balance, per-model cost breakdown, and spending projections from OpenClaw session logs. | aAAaqwq/ | 105 | 1 repo | ~443 | Automated safety check: Pass | MIT | 11 days ago |
| 5628 | Aggregate and analyze IoT sensor data from construction sites. | datadrivenconstruction/ | 344 | — | ~5k | Automated safety check: Pass | MIT | 1 mo ago |
| 5629 | 5629.Data Pipelines A skill your agent uses when building or debugging data pipelines with Airflow or Prefect, writing dbt models or tests, designing incremental loads, implementing idempotent ETL/ELT jobs, validating… | kid-sid/ | 189 | — | ~4.3k | Automated safety check: Pass | MIT | 2 mo ago |
| 5630 | 5630.Langgraph A skill your agent uses when building or debugging LangGraph workflows — designing state graphs, adding conditional routing, wiring checkpointers, streaming tokens, implementing human-in-the-loop… | kid-sid/ | 189 | — | ~3.4k | Automated safety check: Pass | MIT | 2 mo ago |
| 5631 | 5631.Mongodb A skill your agent uses when writing async MongoDB queries with Motor, designing aggregation pipelines, creating indexes, running multi-document transactions, or working with adk.state in Agentex… | kid-sid/ | 189 | — | ~4.5k | Automated safety check: Pass | MIT | 2 mo ago |
| 5632 | 5632.Performance A skill your agent uses when diagnosing a slow HTTP endpoint or high-latency service — profiling, adding an application-level cache, offloading CPU-bound work to threads or workers, or defining a… | kid-sid/ | 189 | — | ~3.8k | Automated safety check: Pass | MIT | 2 mo ago |
| 5633 | 5633.Postgresql A skill your agent uses when writing complex PostgreSQL queries, diagnosing slow queries with EXPLAIN ANALYZE, designing indexes (B-tree, GIN, partial, composite), handling concurrent writes and… | kid-sid/ | 189 | — | ~3.7k | Automated safety check: Pass | MIT | 2 mo ago |
| 5634 | 5634.Sqlalchemy A skill your agent uses when using async SQLAlchemy 2.0 — defining models, writing queries, managing async sessions, loading relationships without N+1, or setting up and debugging Alembic migrations. | kid-sid/ | 189 | — | ~3.5k | Automated safety check: Pass | MIT | 2 mo ago |
| 5635 | 5635.Malloy Queries Read before writing or debugging a Malloy query. An agent skill from malloydata/publisher. | malloydata/ | 116 | — | ~5.1k | Automated safety check: Pass | MIT | today |
| 5636 | 5636.Rendering Strategies When the user wants to choose or optimize rendering strategy for SEO. | kostja94/ | 1k | — | ~1.6k | Automated safety check: Pass | MIT | 2 days ago |
| 5637 | Battle-tested prompt patterns for production AI agents. An agent skill from LeoYeAI/openclaw-master-skills. | LeoYeAI/ | 2.2k | — | ~6.8k | Automated safety check: Pass | MIT | 2 mo ago |
| 5638 | 5638.Coffee Chat Generate a personalized coffee chat playbook for networking conversations. | LeoYeAI/ | 2.2k | — | ~6.6k | Automated safety check: Pass | MIT | 2 mo ago |
| 5639 | 5639.Firecrawl Firecrawl API integration with managed authentication. An agent skill from LeoYeAI/openclaw-master-skills. | LeoYeAI/ | 2.2k | — | ~6.2k | Automated safety check: Pass | MIT | 2 mo ago |
| 5640 | 5640.Firecrawl MCP Auto-generated skill for firecrawl-mcp tools via OneKey Gateway. | LeoYeAI/ | 2.2k | — | ~7.4k | Automated safety check: Pass | MIT | 2 mo ago |
| 5641 | 5641.Glance Create, update, and manage Glance dashboard widgets. An agent skill from LeoYeAI/openclaw-master-skills. | LeoYeAI/ | 2.2k | — | ~7.3k | Automated safety check: Notes | MIT | 2 mo ago |
| 5642 | 5642.Iauotpay API Purchase API keys from iAutoPay Fact API using USDC on Base chain. | LeoYeAI/ | 2.2k | — | ~6.5k | Automated safety check: Notes | MIT | 2 mo ago |
| 5643 | 5643.Init Kb Initialize or update a knowledge base for a project, business, or client. | LeoYeAI/ | 2.2k | — | ~7k | Automated safety check: Pass | MIT | 2 mo ago |
| 5644 | Multi-regime options spread analysis engine with quantitative rigor. | LeoYeAI/ | 2.2k | — | ~5.7k | Automated safety check: Notes | MIT | 2 mo ago |
| 5645 | 5645.Prompt Optimizer When user asks to improve prompt, optimize prompt, better prompt, fix prompt, rewrite prompt, prompt engineering, make prompt better, enhance prompt, prompt template, system prompt, mega prompt… | LeoYeAI/ | 2.2k | — | ~6.2k | Automated safety check: Pass | MIT | 2 mo ago |
| 5646 | 5646.Capy Cortex Autonomous learning system - learns from mistakes, reflects on sessions, and gets smarter over time. | happycapy-ai/ | 137 | — | ~600 | Automated safety check: Pass | MIT | 1 mo ago |
| 5647 | Generate a self-contained HTML dashboard of <tracker repository statistics for security-team review. | apache/ | 112 | — | ~4k | Automated safety check: Pass | Apache-2.0 | yesterday |
| 5648 | 5648.Finetuning A skill your agent uses when adapting an open-weight model to a target form or behavior — tone, output format, reasoning pattern — via LoRA/QLoRA or full fine-tuning with TRL SFTTrainer, then… | ericrisco/ | 167 | — | ~3.8k | Automated safety check: Pass | MIT | yesterday |
| 5649 | 5649.Machine Learning A skill your agent uses when predicting a column from rows of tabular features with classic models — scikit-learn pipelines, RandomForest, XGBoost/LightGBM, leak-free cross-validation, metrics for… | ericrisco/ | 167 | — | ~4.2k | Automated safety check: Pass | MIT | yesterday |
| 5650 | 5650.NLP A skill your agent uses when choosing how to tokenize text or which transformer type fits an NLP task, when a tokenizer over-fragments non-English text or inflates token cost, when picking a… | ericrisco/ | 167 | — | ~3.5k | Automated safety check: Pass | MIT | yesterday |
| 5651 | 5651.Open Weights A skill your agent uses when choosing an open-weight LLM and clearing it for use — which family and size fit the task, the hardware and the budget, and above all whether the license permits shipping. | ericrisco/ | 167 | — | ~4.1k | Automated safety check: Pass | MIT | yesterday |
| 5652 | 5652.Training Data A skill your agent uses when assembling or curating the corpus a fine-tune trains on — turning raw examples into the JSONL shape a trainer expects (instruction, conversational, preference-pair or… | ericrisco/ | 167 | — | ~3.7k | Automated safety check: Pass | MIT | yesterday |
| 5653 | 5653.Data Workshop Data Workshop internals — Dataset and Cell, derived versions and the use gate, Parquet identity, the sandboxed runner, agent engines and tools, reviewed preparation, synthetic examples, shared… | overmind-core/ | 597 | — | ~7.1k | Automated safety check: Warn | AGPL-3.0 | today |
| 5654 | 5654.Glimmer Delegation Delegates tasks to a locally served Muse Glimmer via ollama. | athola/ | 342 | — | ~988 | Automated safety check: Notes | MIT | 2 days ago |
| 5655 | 5655.Modular Skills Build composable skill modules with hub-and-spoke loading. An agent skill from athola/claude-night-market. | athola/ | 342 | — | ~1.6k | Automated safety check: Pass | MIT | 2 days ago |
| 5656 | 5656.Structured Output Formats review deliverables with consistent structure for comparable findings. | athola/ | 342 | — | ~1.2k | Automated safety check: Pass | MIT | 2 days ago |
| 5657 | 5657.Usage Logging Implements structured usage logging and audit trails for cost and session tracking. | athola/ | 342 | — | ~896 | Automated safety check: Pass | MIT | 2 days ago |
| 5658 | 5658.Writing Rules Creates behavioral rules in markdown to block dangerous commands or restrict AI behavior. | athola/ | 342 | — | ~1.4k | Automated safety check: Notes | MIT | 2 days ago |
| 5659 | 5659.Dmaic DMAIC (Define-Measure-Analyze-Improve-Control) — Six Sigma structured problem-solving for chronic, data-driven quality improvement projects. | hashgraph-online/ | 1.2k | — | ~2.9k | Automated safety check: Pass | MIT | today |
| 5660 | Design and review predictable Go command-line interfaces with canonical names and flags; explicit inputs and precedence; human, plain, and structured output; safe prompting; stdout and stderr… | hashgraph-online/ | 1.2k | — | ~864 | Automated safety check: Pass | MIT | today |
| 5661 | 5661.ML Pipeline MANDATORY whenever a task involves training, fine-tuning, tuning, or evaluating a machine-learning model on data (tabular, time series, text, images — any modality). | hashgraph-online/ | 1.2k | — | ~3.2k | Automated safety check: Pass | Apache-2.0 | today |
| 5662 | Design and analyze engineering experiments or simulations using baseline cases, hypothesis-driven DOE, traceable data processing, defensible plots, uncertainty, and validation. | hashgraph-online/ | 1.2k | — | ~564 | Automated safety check: Pass | Apache-2.0 | today |
| 5663 | Selects, investigates, and compares AWS object, file, and block storage services, and answers cost, performance, configuration, security, and troubleshooting questions about storage services. | aws/ | 2.8k | — | ~5.8k | Automated safety check: Pass | Apache-2.0 | yesterday |
| 5664 | Plan an ad-intensive but policy-compliant Amazon launch that expands indexed and converting keyword coverage while preserving profitability and inventory guardrails. | xjli360/ | 240 | — | ~531 | Automated safety check: Pass | MIT | 10 days ago |
Explore related skills
Categories for Data Scientists
Popular topics
- Bioinformatics1,166
- Citation management930
- Web scraping777
- Data analysis569
- Building AI agents563
- Statistics543
- Academic paper search508
- SQL502
- Literature review481
- Data pipelines and ETL417
- Data visualization416
- Deep learning415
- Deep research411
- Embeddings386
- Reproducible research376
- LLM inference and serving372
- Database schema design368
- Prompt engineering360
- Retrieval-augmented generation358
- Machine learning349
- ORMs and data access330
- Data warehousing325
- Econometrics and empirical research323
- Fine-tuning309
Products these skills work with
Other roles
- Developers39,225
- Frontend Developers7,115
- DevOps and SRE Engineers6,586
- Designers4,862
- Marketers5,384
- SEO Specialists1,440
- Writers and Editors5,815
- Product Managers2,063
- Founders and Solopreneurs6,340
- Researchers6,559
- Students and Educators1,965
- Lawyers and Compliance Teams1,328
- Accountants and Finance Teams2,455