Skill comparison

Compare agent skills before installing.

Put high-signal skills side by side and inspect quality, adoption, freshness, install readiness, use-case fit, and warnings in one place.

Comparing 4 skills

Use this as a shortlist, then open the skill detail page before adopting.

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Decision summary

Spark is the strongest overall pick here because it has a 100/100 readiness score and fits Database and SQL.

Strongest overall

Spark

Use this as a leading candidate, then validate the README and install path in your own agent stack.

Fastest prototype

Spark

Best first install candidate based on install readiness and adoption.

Freshest repo

Spark

Most recent maintenance signal among this shortlist.

Signal	Motor Admin Rails Low-code Admin panel and Business intelligence Rails engine. No DSL - configurable from the UI. Rails Admin, Active Admin, Blazer modern alternative.	Blazer Business intelligence made simple	Spark Apache Spark - A unified analytics engine for large-scale data processing	Tidb TiDB is built for agentic workloads that grow unpredictably, with ACID guarantees and native support for transactions, analytics, and vector search. No data silos. No noisy neighbors. No infrastructure ceiling.
Quality	69/100 Promising	100/100 Excellent	100/100 Excellent	100/100 Excellent
Decision verdict	71/100 Prototype first Prototype with this skill first; keep a fallback candidate ready.	100/100 Production-ready Use this as a leading candidate, then validate the README and install path in your own agent stack.	100/100 Production-ready Use this as a leading candidate, then validate the README and install path in your own agent stack.	100/100 Production-ready Use this as a leading candidate, then validate the README and install path in your own agent stack.
Adoption	839 stars Verified outcomes are shown on each skill page	4.8K stars Verified outcomes are shown on each skill page	44K stars Verified outcomes are shown on each skill page	40K stars Verified outcomes are shown on each skill page
Freshness	Feb 1, 2026	Aug 15, 2026	Sep 9, 2026	Jun 20, 2026
Use-case fit	Coding agents Browser automation Research agents	Database and SQL Coding agents Research agents	Database and SQL Research agents Data analysis	Database and SQL RAG and knowledge Research agents
Workflow fit	Coding review agent Browser QA agent	Coding review agent Research report agent	Research report agent Content growth agent	RAG knowledge base Research report agent
Platform hints	Ruby, SQL, Claude Code	Ruby, BI, Claude Code	Scala, SQL, Claude Code	Go, SQL, Claude Code
Warnings	No OpenAgentSkill engagement data yet	No OpenAgentSkill engagement data yet	No OpenAgentSkill engagement data yet	No OpenAgentSkill engagement data yet
Best for	Coding agents workflows · Claude Code teams · teams that value GitHub adoption signals	Database and SQL workflows · Claude Code teams · teams that value GitHub adoption signals	Database and SQL workflows · Claude Code teams · teams that value GitHub adoption signals	Database and SQL workflows · Claude Code teams · teams that value GitHub adoption signals
Not ideal for	teams that need a vendor-supported SLA · high-compliance environments without internal security review	teams that need a vendor-supported SLA · high-compliance environments without internal security review	teams that need a vendor-supported SLA · high-compliance environments without internal security review	teams that need a vendor-supported SLA · high-compliance environments without internal security review
OpenAgentSkill engagement	0 views 0 install copies	0 views 0 install copies	0 views 0 install copies	0 views 0 install copies
Install	`$ npx skills add motor-admin/motor-admin-rails`	`$ npx skills add ankane/blazer`	`$ npx skills add apache/spark`	`$ npx skills add pingcap/tidb`