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data-analysis

1

datacommons-client

Work with Data Commons, a platform providing programmatic access to public statistical data from global sources. Use this skill when working with demographic data, economic indicators, health statistics, environmental data, or any public datasets available through Data Commons. Applicable for querying population statistics, GDP figures, unemployment rates, disease prevalence, geographic entity resolution, and exploring relationships between statistical entities.

hxk622

data-ai

academic

1

researcher-report-templates

Generate structured research reports with findings, comparisons, recommendations, and citations. Use when documenting investigation results or creating technical comparisons. This skill provides comprehensive research report templates: - Investigation findings with proper structure - Technology comparison tables - Best practices summaries - Citation and reference management - Executive summaries Triggers: "create report", "summarize findings", "compare technologies", "research report", "調査レポート", "技術比較", "ベストプラクティス"

takemi-ohama

research

data-analysis

1

arcgis-arcade

Write Arcade expressions for dynamic calculations in popups, renderers, labels, and field calculations. Use for data-driven styling, custom labels, and computed fields.

SaschaBrunnerCH

data-ai

debugging

1

benchmark-report-creator

Use PROACTIVELY when creating research reports, experiment writeups, technical whitepapers, or empirical study documentation. Orchestrates the complete benchmark report pipeline with structure, diagrams, hi-res PNG capture, and PDF export. Provides working scripts, CSS templates, and complete command sequences for publication-quality AI/ML benchmark reports. Not for slides, blog posts, or simple README files.

cskiro

tools

productivity-tools

1

kumo-query-module

Expert assistant for Kumo's Query Module (src/features/query). Use when working with SQL Editor, Monaco editor integration, query execution, result grids, tabs management, AI features, or any query-related components. Provides architecture patterns, component APIs, hooks, utilities, and examples.

kumokuenchan

tools

productivity-tools

1

diagram-generator

Generates architecture, database, and system diagrams using Mermaid syntax. Creates visual representations of system architecture, database schemas, component relationships, and data flows.

oimiragieo

tools

debugging

1

db-anti-patterns

Detection rules and grep patterns for database performance anti-patterns. Use when scanning codebase for N+1 queries, sequential queries, or connection pool issues.

JaveedIshaq

tools

data-analysis

1

matplotlib

Low-level plotting library for full customization. Use when you need fine-grained control over every plot element, creating novel plot types, or integrating with specific scientific workflows. Export to PNG/PDF/SVG for publication. For quick statistical plots use seaborn; for interactive plots use plotly; for publication-ready multi-panel figures with journal styling, use scientific-visualization.

hxk622

data-ai

debugging

1

use-case-data-patterns

Analyzes how user-facing use cases map to data access patterns and architecture. Auto-triggers when: implementing new features that need existing pattern understanding, explaining how a feature works in the data layer, planning changes affecting data access, asking "how does X work in our codebase?", or tracing a user action through the system architecture.

SeanMJennings

tools

data-analysis

1

a-share-daily-review

生成 A 股每日市场复盘报告。从东方财富、同花顺等财经网站抓取当日市场数据和新闻，生成 Markdown 格式的复盘报告。当用户需要 A 股复盘、股市分析、市场总结时使用。

leochanai

data-ai

data-analysis

1

arcgis-analysis-services

Perform spatial analysis, geometry operations, and use ArcGIS REST services. Use for routing, geocoding, geoprocessing, elevation analysis, viewshed, and feature queries with statistics.

SaschaBrunnerCH

data-ai

data-analysis

1

whole-regrouper

Phân tích, gom nhóm, và ĐỒNG BỘ THÔNG MINH giữa Tổng Quan listing và actual group headers. v5.1.0: Intelligent Analysis with agent integration - phân tích thực sự cả hai với hỗ trợ từ specialized agents.

Goobee811

data-ai

productivity-tools

1

ai-report-export

Automated 2-AI verification result documentation and export workflow. Triggers when user requests AI verification report export, documentation of findings, or saving cross-validation results. Use after completing Codex/Gemini analysis.

skyasu2

tools

data-analysis

1

add-chart

Add data visualizations with visx following DaisyUI theming. Use when displaying trends, comparisons, proportions, or funnel data.

tech-with-seth

data-ai

productivity-tools

1

dataset-engineering

Building and processing datasets - data quality, curation, deduplication, synthesis, annotation, formatting. Use when creating training data, improving data quality, or generating synthetic data.

doanchienthangdev

tools

productivity-tools

1

architecture-patterns

Architecture design templates, mermaid diagrams, documentation patterns, and validation tools. Use when designing system architecture, creating architecture documentation, generating mermaid diagrams, documenting component relationships, designing data flows, planning deployments, creating API architectures, or when user mentions architecture diagrams, system design, mermaid, architecture documentation, or component design.

vanman2024

tools

scripting

1

data-engineering

Automatically reviews data pipelines, optimizes SQL queries, and ensures data quality. Activates when you mention: data pipeline, ETL, SQL optimization, query performance, data quality, schema design, Airflow DAG, database index, slow query. Provides: Pipeline design patterns, SQL query optimization, index recommendations, data validation strategies, schema improvements. Supports: PostgreSQL, MySQL, SQLAlchemy, Prisma, Spring Data JPA

mazelb

development

scientific-computing

1

airalogy-protocol

Expert guide for creating Airalogy Protocols (AIMD), Assigners (Python logic), and Validation Models. Use this to design digital workflows and experiments.

airalogy

research

data-analysis

1

seaborn

Statistical visualization with pandas integration. Use for quick exploration of distributions, relationships, and categorical comparisons with attractive defaults. Best for box plots, violin plots, pair plots, heatmaps. Built on matplotlib. For interactive plots use plotly; for publication styling use scientific-visualization.

hxk622

data-ai

data-engineering

1

polars

Lightning-fast DataFrame library written in Rust for high-performance data manipulation and analysis. Use when user wants blazing fast data transformations, working with large datasets, lazy evaluation pipelines, or needs better performance than pandas. Ideal for ETL, data wrangling, aggregations, joins, and reading/writing CSV, Parquet, JSON files.

silvainfm

data-ai

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