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

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

Strongest overall

Browser Use

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

Fastest prototype

Browser Use

Best first install candidate based on install readiness and adoption.

Freshest repo

Agent Framework

Most recent maintenance signal among this shortlist.

Signal	Mahilo mahilo: Multi-Agent Human-in-the-Loop Framework is a flexible framework for creating multi-agent systems that can each interact with humans while sharing relevant context internally.	Agent Framework A framework for building, orchestrating and deploying AI agents and multi-agent workflows with support for Python and .NET.	Browser Use 🌐 Make websites accessible for AI agents. Automate tasks online with ease.	PentestGPT Automated Penetration Testing Agentic Framework Powered by Large Language Models
Quality	48/100 Needs review	100/100 Excellent	100/100 Excellent	100/100 Excellent
Decision verdict	38/100 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.
Adoption	480 stars 0 installs	11K stars 0 installs	99K stars 0 installs	14K stars 0 installs
Freshness	Apr 2, 2025	Jun 14, 2026	Jun 13, 2026	Jun 7, 2026
Use-case fit	Coding agents RAG and knowledge Workflow automation	Coding agents RAG and knowledge Browser automation	Browser automation Web scraping Coding agents	Coding agents RAG and knowledge Browser automation
Stack fit	Content growth agent Coding review agent	Content growth agent Coding review agent	Browser QA agent Web data pipeline	Coding review agent Content growth agent
Platform hints	Python, Multi-Agent, Claude Code	Python, Multi-Agent, Claude Code	Python, AI Agents, Claude Code, Browser agents	Python, LLM, Claude Code
Warnings	Repository looks stale · 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	Browser automation workflows · Claude Code teams · teams that value GitHub adoption signals	Coding agents workflows · Claude Code teams · teams that value GitHub adoption signals
Not ideal for	teams that require actively maintained dependencies · production agents without a repository 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 wjayesh/mahilo`	`$ npx skills add microsoft/agent-framework`	`$ npx skills add browser-use/browser-use`	`$ npx skills add GreyDGL/PentestGPT`