Star200+

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

Flink is the strongest overall pick here because it has a 100/100 readiness score and fits Coding agents.

Strongest overall

Flink

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

Fastest prototype

Flink

Best first install candidate based on install readiness and adoption.

Freshest repo

Flink

Most recent maintenance signal among this shortlist.

SignalSqlmodel

SQL databases in Python, designed for simplicity, compatibility, and robustness.

Sqlalchemy

The Database Toolkit for Python

Sqlfluff

A modular SQL linter and auto-formatter with support for multiple dialects and templated code.

Flink

Apache Flink

Quality
100/100
Excellent
100/100
Excellent
100/100
Excellent
100/100
Excellent
Decision verdict
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.

100/100
Production-ready

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

Adoption18K stars
0 installs
12K stars
0 installs
9.8K stars
0 installs
26K stars
0 installs
FreshnessJun 18, 2026Jun 18, 2026Jun 19, 2026Jun 20, 2026
Use-case fit
GitHub automationDatabase and SQLCoding agents
Coding agentsRAG and knowledgeWorkflow automation
Coding agentsRAG and knowledgeBrowser automation
Coding agentsRAG and knowledgeWorkflow automation
Workflow fit
Content growth agentCoding review agent
Content growth agentCoding review agent
Coding review agentContent growth agent
Content growth agentCoding review agent
Platform hintsPython, SQL, Claude CodePython, SQL, Claude CodePython, SQL, Claude CodeJava, SQL, Claude Code
WarningsNo OpenAgentSkill engagement data yetNo OpenAgentSkill engagement data yetNo OpenAgentSkill engagement data yetNo OpenAgentSkill engagement data yet
Best forGitHub automation workflows · Claude Code teams · teams that value GitHub adoption signalsCoding agents workflows · Claude Code teams · teams that value GitHub adoption signalsCoding agents workflows · Claude Code teams · teams that value GitHub adoption signalsCoding agents workflows · Claude Code teams · teams that value GitHub adoption signals
Not ideal forteams that need a vendor-supported SLA · high-compliance environments without internal security reviewteams that need a vendor-supported SLA · high-compliance environments without internal security reviewteams that need a vendor-supported SLA · high-compliance environments without internal security reviewteams that need a vendor-supported SLA · high-compliance environments without internal security review
OpenAgentSkill engagement0 views
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Install
$ npx skills add fastapi/sqlmodel
$ npx skills add sqlalchemy/sqlalchemy
$ npx skills add sqlfluff/sqlfluff
$ npx skills add apache/flink