DiscordSign up
SKILLS.SH

data-analytics

Create data pipeline and analytics architecture diagrams using PlantUML syntax with database/analytics stencil icons. Best for ETL pipelines, data lakes,…

INSTALLATION
npx skills add https://github.com/markdown-viewer/skills --skill data-analytics
Run in your project or agent environment. Adjust flags if your CLI version differs.

SKILL.md

$27

mxgraph.aws4.<icon> "Label" as <alias>

Analytics &#x26; ETL Stencils

Category

Stencils

Purpose

Query Engine

athena, athena_data_source_connectors

Serverless SQL on S3 data

ETL

glue, glue_crawlers, glue_data_catalog, aws_glue_data_quality, aws_glue_for_ray

Data integration &#x26; cataloging

Streaming

kinesis, kinesis_data_streams, kinesis_data_firehose, kinesis_data_analytics, kinesis_video_streams

Real-time data streaming

MapReduce

emr, emr_engine, emr_engine_mapr_m3, emr_engine_mapr_m5

Big data processing (Spark, Hive)

Data Warehouse

redshift, redshift_ra3, redshift_streaming_ingestion, redshift_ml

Columnar analytics warehouse

Search

opensearch_service_data_node, opensearch_ingestion, cloudsearch

Full-text search &#x26; log analytics

BI

quicksight

Dashboards &#x26; visualizations

Data Lake

lake_formation, s3, glacier, glacier_deep_archive

Governed data lake storage

Catalog

datazone_custom_asset_type, data_exchange

Data governance &#x26; sharing

Streaming Kafka

msk, msk_connect

Managed Kafka streaming

Database Stencils

Category

Stencils

Purpose

Relational

aurora, aurora_instance, rds, rds_instance, rds_mysql_instance, rds_postgresql_instance

Transactional databases

NoSQL

dynamodb, dynamodb_table, dynamodb_global_secondary_index, dynamodb_stream

Key-value &#x26; document store

Graph

neptune

Graph database

In-Memory

elasticache, elasticache_for_redis, elasticache_for_memcached

Cache &#x26; session store

Document

documentdb, documentdb_with_mongodb_compatibility

Document database

Ledger

quantum_ledger_database

Immutable transaction log

Wide-Column

keyspaces

Cassandra-compatible

Connection Types

Syntax

Meaning

Use Case

A --> B

Solid arrow

Batch data flow / API call

A ..> B

Dashed arrow

Streaming / async / CDC

A -- B

Solid line

Bidirectional sync

A --> B : "label"

Labeled connection

Describe data format or volume

Quick Example

@startuml

left to right direction

mxgraph.aws4.s3 "Data Lake\n(S3)" as s3

mxgraph.aws4.glue "Glue\nETL" as glue

mxgraph.aws4.redshift "Redshift" as rs

mxgraph.aws4.quicksight "QuickSight" as qs

s3 --> glue

glue --> rs

rs --> qs

@enduml

Data Analytics Architecture Types

Type

Purpose

Key Stencils

Example

Data Lake

Centralized raw data store

s3, lake_formation, glue, athena

data-lake.md

Real-time Streaming

Event stream processing

kinesis, msk, lambda_function, opensearch_service

real-time-streaming.md

Data Warehouse

Star-schema analytics

redshift, glue, quicksight

data-warehouse.md

ETL Pipeline

Extract-transform-load

glue, glue_crawlers, glue_data_catalog, s3

etl-pipeline.md

Log Analytics

Centralized logging

kinesis_data_firehose, opensearch_service, lambda_function

log-analytics.md

ML Feature Store

Feature engineering pipeline

glue, s3, athena, emr

ml-feature-pipeline.md

CDC Pipeline

Database change capture

dynamodb_streams, kinesis, lambda_function, redshift

cdc-pipeline.md

Multi-source BI

Cross-database reporting

aurora, dynamodb, redshift, quicksight

multi-source-bi.md

BrowserAct

Let your agent run on any real-world website

Bypass CAPTCHA & anti-bot for free. Start local, scale to cloud.

Explore BrowserAct Skills →

Related skills

find-skills
2/3

Discover and install specialized agent skills from the open ecosystem when users need extended capabilities. Helps identify relevant skills by domain and task when users ask "how do I do X" or "find a skill for X" Integrates with the Skills CLI ( npx skills find , npx skills add ) to search, verify, and install packages from the skills.sh directory Recommends skills based on install count, source reputation, and GitHub stars to ensure quality before suggesting installation Presents skill options with install commands and links to skills.sh for user review and one-click installation

Verified authorvercel-labs
SKILLS.SH
1.5M19.6K
2026-05-22
vercel-react-best-practices
3/3

React and Next.js performance optimization guide with 64 prioritized rules across 8 categories. Organized by impact level, from critical waterfalls and bundle optimization down to advanced patterns, each rule includes incorrect/correct code examples and explanations Covers eight domains: async patterns, bundle size, server-side caching, client-side data fetching, re-render optimization, rendering performance, JavaScript efficiency, and advanced patterns Designed for use during component writing, code review, refactoring, and performance audits on React and Next.js applications Each rule has a prefix code (e.g., async-parallel , bundle-barrel-imports ) for easy reference in automated tooling and documentation

Verified authorvercel-labs
SKILLS.SH
389K26.9K
2026-05-22
azure-validate
2/3

Pre-deployment validation for Azure infrastructure, configuration, and permissions before deployment. Requires .azure/plan.md from a prior azure-prepare run; stops immediately if the plan is missing Executes recipe-specific validation commands (azd provision, bicep build, terraform validate) and records proof in the plan document Performs build verification, configuration checks, and permission validation; blocks deployment if any check fails Only authorized method to set plan status to Validated ; must be followed by azure-deploy skill to execute the actual deployment

Verified authormicrosoft
SKILLS.SH
324K1.1K
2026-05-22
appinsights-instrumentation
3/3

Guidance and reference material for instrumenting webapps with Azure Application Insights. Covers SDK setup, telemetry patterns, and configuration for ASP.NET Core and Node.js applications hosted in Azure Distinguishes between this skill (reference and guidance) and azure-prepare (actual implementation); invoke azure-prepare when the user wants to add instrumentation to their project Provides auto-instrumentation guidance for C# ASP.NET Core apps in Azure App Service, plus manual instrumentation paths for creating App Insights resources via Bicep templates or Azure CLI Includes language-specific code modification guides for ASP.NET Core, Node.js, and Python, plus quick references for OpenTelemetry SDKs and exporters

Verified authormicrosoft
SKILLS.SH
324K1.1K
2026-05-22

Stop writing automation&scrapers

Install the CLI. Run your first Skill in 30 seconds. Scale when you're ready.

Start free
free · no credit card