Alternatives
Compare similar skills by workflow fit, trust score, quality, GitHub adoption, maintenance, and install readiness.
Current skill
Drop-in Apache Spark replacement written in Rust, unifying batch processing, stream processing, and compute-intensive AI workloads.
LakeSoul is an end-to-end, realtime and cloud native Lakehouse framework with fast data ingestion, concurrent update and incremental data analytics on cloud storages for both BI and AI applications.
$ npx skills add lakesoul-io/LakeSoulCreate full-fledged APIs for slowly moving datasets without writing a single line of code.
$ npx skills add roapi/roapiApache DataFusion Ballista Distributed Query Engine
$ npx skills add apache/datafusion-ballistaBlazing-fast Data-Wrangling toolkit
$ npx skills add dathere/qsvA portable accelerated SQL query, search, and LLM-inference engine, written in Rust, for data-grounded AI apps and agents.
$ npx skills add spiceai/spiceaiExtensible SQL Lexer and Parser for Rust
$ npx skills add apache/datafusion-sqlparser-rsHigh performance Rust stream processing engine seamlessly integrates AI capabilities, providing powerful real-time data processing and intelligent analysis.
$ npx skills add arkflow-rs/arkflowApache Calcite
$ npx skills add apache/calciteApache Ignite
$ npx skills add apache/igniteBlazingSQL is a lightweight, GPU accelerated, SQL engine for Python. Built on RAPIDS cuDF.
$ npx skills add BlazingDB/blazingsqlThe best place to learn data engineering. Built and maintained by the data engineering community.
$ npx skills add data-engineering-community/data-engineering-wikiYTsaurus is a scalable and fault-tolerant open-source big data platform.
$ npx skills add ytsaurus/ytsaurusApache Drill is a distributed MPP query layer for self describing data
$ npx skills add apache/drill🚀 500+ curated resources for Data Analysis & Data Science: Python, SQL, Statistics, ML, AI, Visualization, Cheatsheets, Roadmaps, Interview Prep. For beginners and experts.
$ npx skills add PavelGrigoryevDS/awesome-data-analysisDistributed stream processing engine in Rust
$ npx skills add ArroyoSystems/arroyoReadyset 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 Sail 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.