Plugins

1 plugin

@brycewang-stanford

Twelve-skill bundle covering the Science manuscript lifecycle: workflow router, scope/significance fit, advance framing, abstract + one-sentence summary, main-text writing, display items, statistics & reproducibility, data/materials/code availability, reference style, cover letter, submission preflight, and reviewer rebuttal.

2 skills · plugin

Results for “data-science”

60 skills

leandrobenjaminl

Shared Git Data

Sets up Git-based version control for data science projects, handling notebooks, datasets, and pipelines with DVC and nbstripout.

projectious-work

Data analysis workflow from import through modeling and communication. Use when analyzing a dataset, exploring data, building a statistical model, selecting features, or communicating findings to stakeholders.

brycewang-stanford

Use to build Science's data, code, and materials availability — mandatory deposition in approved repositories, accession numbers, a compliant data-availability statement, and materials/reagent sharing.

Applied Big Data Design

Performs design operations in the big-data domain, including hypothesis testing, statistical analysis, and data visualization using ML frameworks.

Hugging Science

Discovers and uses scientific datasets, models, blog posts, and interactive demos from a curated catalog for AI/ML work in domains like biology, chemistry, physics, and genomics.

30.2k · bundle

Analyze and manipulate crystal structures, compute phase diagrams, and access the Materials Project database using the pymatgen library.

30.2k · bundle

More results

Benchling Integration

Integrate with Benchling's Python SDK and REST API to manage registry entities, inventory, ELN entries, workflows, and Data Warehouse queries for life sciences R&D automation.

30.2k · bundle

Expert data scientist for advanced analytics, machine learning, and statistical modeling. Handles complex data analysis, predictive modeling, and business intelligence.

Advanced Big Data Design

Advanced Big Data Design Skill

Big Data Based Testing

Big Data Based Testing Skill

Big Data Based Analysis

Big Data Based Analysis Skill

Big Data Testing Expert

Big Data Testing Expert Skill

Big Data Based Design

Big Data Based Design Skill

Big Data Based Modeling

Big Data Based Modeling Skill

Big Data Design Expert

Big Data Design Expert Skill

lucaspmarie-a11y

Provides expert guidance on modern Julia 1.10+ development, covering performance optimization, multiple dispatch, testing, and production-ready practices.

leandrobenjaminl

Guides data analysis, EDA, and ML tasks by teaching, diagnosing MCPs, and deciding with the user, offering multiple options and documenting decisions.

Designs and implements big data architectures, processes large-scale datasets with distributed systems, and optimizes data pipelines for throughput using Hadoop, Spark, and cloud platforms.

Clustering Based Design

Clustering Based Design Skill

Use this skill for any data or analytics task — querying databases, analyzing metrics, exploring data warehouses, processing datasets, or creating visualizations.

Applied Big Data Testing

Applied Big Data Testing Skill

Answer any data question, scaling effort from a one-number lookup to a full stakeholder-ready analysis with a recommendation.

Databases Design Expert

Databases Design Expert Skill

Research Digest

Generate structured research briefs from RSS feeds and web sources on any topic. Synthesizes multiple sources into actionable analysis with key findings, data points, expert perspectives, and content angles.

Build scalable data pipelines, modern data warehouses, and real-time streaming architectures. Implements Apache Spark, dbt, Airflow, and cloud-native data platforms. Use PROACTIVELY for data pipeline design, analytics infrastructure, or modern data stack implementation.

Expert guidance for distributed NoSQL databases (Cassandra, DynamoDB). Focuses on mental models, query-first modeling, single-table design, and avoiding hot partitions in high-scale systems.

thanakijwanavit

Use this skill to write and run SQL queries, pull data, build metrics, or answer analytical questions. Always use this skill when you need to query data.

A B Testing Based Design

A B Testing Based Design Skill

Apache Spark, Hadoop, distributed computing, and large-scale data processing for petabyte-scale workloads

leandrobenjaminl

Analiza datasets con Pandas y NumPy: explora distribuciones, correlaciones y patrones, y aplica tests de hipótesis para extraer conocimiento no obvio.

Advanced data analysis, pattern detection, and insight generation from structured and unstructured datasets. Use when the user wants to analyze data, perform statistical analysis, find insights, detect patterns, identify anomalies, compare segments, test hypotheses, or generate data-driven recommendations. Triggers on phrases like 'analyze data', 'data analysis', 'find insights', 'analyze dataset', 'statistical analysis', 'find patterns', 'compare groups', 'test hypothesis', 'correlation analysis', or 'trend analysis'.

Analyze datasets to answer defined questions through statistical methods, trend identification, hypothesis testing, and correlation analysis. Use when the user needs evidence-backed findings or decisions from data; use exploratory-data-analysis instead for open-ended first-pass profiling before questions are defined.

Use this skill to write and run SQL queries, pull data, build metrics, or answer analytical questions. Always use this skill when you need to query data.

thanakijwanavit

Use this skill for any data or analytics task — querying databases, analyzing metrics, exploring data warehouses, processing datasets, or creating visualizations.

Data Centric Artificial Intelligence A Survey Arxiv 2303 101

Data-Centric Artificial Intelligence: A Survey

brycewang-stanford

Design and format publication-quality tables: column order, row grouping, notes, precision, reproducibility.