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

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

Strongest overall

Marimo

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

Fastest prototype

Marimo

Best first install candidate based on install readiness and adoption.

Freshest repo

Marimo

Most recent maintenance signal among this shortlist.

Signal	Morph Python + Markdown framework for building internal apps.	Marimo A reactive notebook for Python — run reproducible experiments, query with SQL, execute as a script, deploy as an app, and version with git. Stored as pure Python. All in a modern, AI-native editor.	Dvc 🦉 Data Versioning and ML Experiments	Violit Pure Python Web Framework. Streamlit simplicity, no reruns.
Quality	78/100 Strong	100/100 Excellent	100/100 Excellent	84/100 Strong
Decision verdict	77/100 Strong shortlist Shortlist this skill and compare it with close alternatives before production adoption.	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.	83/100 Strong shortlist Shortlist this skill and compare it with close alternatives before production adoption.
Adoption	111 stars 0 installs	21K stars 0 installs	16K stars 0 installs	461 stars 0 installs
Freshness	Jun 5, 2026	Jun 16, 2026	Jun 15, 2026	Jun 9, 2026
Use-case fit	Coding agents GitHub automation RAG and knowledge	Coding agents Sports analytics GitHub automation	Coding agents GitHub automation RAG and knowledge	Coding agents GitHub automation RAG and knowledge
Stack fit	Coding review agent Content growth agent	Coding review agent Content growth agent	Coding review agent Content growth agent	Coding review agent Content growth agent
Platform hints	Python, Developer Tools, Claude Code	Python, Developer Tools, Claude Code	Python, Developer Tools, Claude Code	Python, Developer Tools, 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 · builders willing to evaluate younger projects	Coding agents workflows · Claude Code teams · teams that value GitHub adoption signals	Coding agents workflows · Claude Code teams · teams that value GitHub adoption signals	Coding agents workflows · Claude Code teams · builders willing to evaluate younger projects
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 morph-data/morph`	`$ npx skills add marimo-team/marimo`	`$ npx skills add treeverse/dvc`	`$ npx skills add violit-dev/violit`