Blazing-fast Data-Wrangling toolkit
$ npx skills add dathere/qsvAlternatives
Compare similar skills by workflow fit, trust score, quality, GitHub adoption, maintenance, and install readiness.
Current skill
Based on my own experience, I believe this roadmap provides clear answers to all the key questions about becoming a data analyst from scratch, including which technologies and programming languages to learn, what soft skills are essential, and how to start a professional career in this field.
Blazing-fast Data-Wrangling toolkit
$ npx skills add dathere/qsvGolang ORM with focus on PostgreSQL features and performance
$ npx skills add go-pg/pgApache Calcite
$ npx skills add apache/calciteApache Ignite
$ npx skills add apache/igniteKeep your code spotless
$ npx skills add diffplug/spotlessOrientDB is the most versatile DBMS supporting Graph, Document, Reactive, Full-Text and Geospatial models in one Multi-Model product. OrientDB can run distributed (Multi-Master), supports SQL, ACID Transactions, Full-Text indexing and Reactive Queries.
$ npx skills add orientechnologies/orientdbAutomatically generates beautiful and easy-to-read ER diagrams from your database.
$ npx skills add liam-hq/liamChat-based SQL Client and Editor for the next decade
$ npx skills add sqlchat/sqlchatYDB is an open source Distributed SQL Database that combines high availability and scalability with strong consistency and ACID transactions
$ npx skills add ydb-platform/ydbesProc SPL is a JVM-based programming language designed for structured data computation, serving as both a data analysis tool and an embedded computing engine.
$ npx skills add SPLWare/esProcSimple and rapid application development framework, built on top of Flask. includes detailed security, auto CRUD generation for your models, google charts and much more. Demo (login with guest/welcome) - http://flaskappbuilder.pythonanywhere.com/
$ npx skills add dpgaspar/Flask-AppBuilderEasy-to-use data handling for SQL data stores with support for implicit table creation, bulk loading, and transactions.
$ npx skills add pudo/datasetOrioleDB – building a modern cloud-native storage engine (... and solving some PostgreSQL wicked problems)
$ npx skills add orioledb/orioledbDistributed stream processing engine in Rust
$ npx skills add ArroyoSystems/arroyoSQL-first Golang ORM
$ npx skills add uptrace/bunReadyset is a MySQL and Postgres wire-compatible caching layer that sits in front of existing databases to speed up queries and horizontally scale read throughput. Under the hood, ReadySet caches the results of cached select statements and incrementally updates these results over time as the underlying data changes.
$ npx skills add readysettech/readysetHow to choose
Use an alternative when it has a clearer install path, higher trust score, fresher maintenance, or better platform fit for your current agent stack. Keep Data Analyst Roadmap if it already passes your workflow test and repository review.
Next step
Open the compare page, test the install commands in a sandbox, and check each repository before using a skill in production.