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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

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Decision summary

Sqlmodel is the strongest overall pick here because it has a 100/100 readiness score and fits GitHub automation.

Strongest overall

Sqlmodel

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

Fastest prototype

Sqlmodel

Best first install candidate based on install readiness and adoption.

Freshest repo

Sqlalchemy

Most recent maintenance signal among this shortlist.

SignalSqlobject

SQLObject, an object-relational mapper for Python

Pypika

PyPika is a python SQL query builder that exposes the full richness of the SQL language using a syntax that reflects the resulting query. PyPika excels at all sorts of SQL queries but is especially useful for data analysis.

Sqlmodel

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

Sqlalchemy

The Database Toolkit for Python

Quality
61/100
Promising
96/100
Excellent
100/100
Excellent
100/100
Excellent
Decision verdict
51/100
Needs manual review

Do a manual repository review before adding this to an agent workflow.

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.

Adoption155 stars
0 installs
2.9K stars
0 installs
18K stars
0 installs
12K stars
0 installs
FreshnessDec 8, 2025Feb 4, 2026Jun 18, 2026Jun 18, 2026
Use-case fit
Coding agentsRAG and knowledgeWorkflow automation
GitHub automationCoding agentsRAG and knowledge
GitHub automationDatabase and SQLCoding agents
Coding agentsRAG and knowledgeWorkflow automation
Stack fit
Content growth agentCoding review agent
Content growth agentCoding review agent
Content growth agentCoding review agent
Content growth agentCoding review agent
Platform hintsPython, SQL, Claude CodePython, SQL, Claude CodePython, SQL, Claude CodePython, SQL, Claude Code
WarningsNo OpenAgentSkill engagement data yetNo OpenAgentSkill engagement data yetNo OpenAgentSkill engagement data yetNo OpenAgentSkill engagement data yet
Best forCoding agents workflows · Claude Code teams · builders willing to evaluate younger projectsGitHub automation workflows · Claude Code teams · teams that value GitHub adoption signalsGitHub automation 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
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Install
$ npx skills add sqlobject/sqlobject
$ npx skills add kayak/pypika
$ npx skills add fastapi/sqlmodel
$ npx skills add sqlalchemy/sqlalchemy