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

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

Strongest overall

DeepCode

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

Fastest prototype

DeepCode

Best first install candidate based on install readiness and adoption.

Freshest repo

Agent Framework

Most recent maintenance signal among this shortlist.

Signal	WorldGUI Enable AI to control your PC. This repo includes the WorldGUI Benchmark and GUI-Thinker Agent Framework.	PentestGPT Automated Penetration Testing Agentic Framework Powered by Large Language Models	Agent Framework A framework for building, orchestrating and deploying AI agents and multi-agent workflows with support for Python and .NET.	DeepCode "DeepCode: Open Agentic Coding (Paper2Code & Text2Web & Text2Backend)"
Quality	55/100 Promising	100/100 Excellent	100/100 Excellent	100/100 Excellent
Decision verdict	45/100 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	124 stars 0 installs	14K stars 0 installs	11K stars 0 installs	16K stars 0 installs
Freshness	Jul 27, 2025	Jun 7, 2026	Jun 14, 2026	May 18, 2026
Use-case fit	Local desktop Coding agents RAG and knowledge	Coding agents RAG and knowledge Browser automation	Coding agents RAG and knowledge Browser automation	Coding agents Sports analytics GitHub automation
Stack fit	Content growth agent Coding review agent	Coding review agent Content growth agent	Content growth agent Coding review agent	Coding review agent Content growth agent
Platform hints	Python, LLM, Claude Code	Python, LLM, Claude Code	Python, Multi-Agent, Claude Code	Python, LLM, 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	Local desktop 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 · 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 showlab/WorldGUI`	`$ npx skills add GreyDGL/PentestGPT`	`$ npx skills add microsoft/agent-framework`	`$ npx skills add HKUDS/DeepCode`