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

Streamlit is the strongest overall pick here because it has a 100/100 readiness score and fits Data analysis.

Strongest overall

Streamlit

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

Fastest prototype

Streamlit

Best first install candidate based on install readiness and adoption.

Freshest repo

Streamlit

Most recent maintenance signal among this shortlist.

Signal	Writer Framework No-code in the front, Python in the back. An open-source framework for creating data apps.	Preswald Preswald is a WASM packager for Python-based interactive data apps: bundle full complex data workflows, particularly visualizations, into single files, runnable completely in-browser, using Pyodide, DuckDB, Pandas, and Plotly, Matplotlib, etc. Build dashboards, reports, and notebooks that run offline, load fast, and share like a document.	Streamlit Streamlit — A faster way to build and share data apps.	Reflex 🕸️ Web apps in pure Python 🐍
Quality	97/100 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.
Adoption	1.4K stars 0 installs	4.3K stars 0 installs	45K stars 0 installs	29K stars 0 installs
Freshness	May 13, 2026	Jun 11, 2026	Jun 14, 2026	Jun 13, 2026
Use-case fit	Coding agents RAG and knowledge Browser automation	Data analysis Browser automation Workflow automation	Data analysis GitHub automation Coding agents	Data analysis GitHub automation Local desktop
Stack fit	Coding review agent Content growth agent	Content growth agent Browser QA agent	Content growth agent Coding review agent	Content growth agent Coding review agent
Platform hints	Python, Data Visualization, Claude Code	Python, Data Visualization, Claude Code, Browser agents	Python, Data Analysis, Claude Code	Python, Data Analysis, 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	Data analysis workflows · Claude Code teams · teams that value GitHub adoption signals	Data analysis workflows · Claude Code teams · teams that value GitHub adoption signals	Data analysis 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 writer/writer-framework`	`$ npx skills add StructuredLabs/preswald`	`$ npx skills add streamlit/streamlit`	`$ npx skills add reflex-dev/reflex`