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.
Decision summary
PentestGPT is the strongest overall pick here because it has a 100/100 readiness score and fits Coding agents.
Strongest overall
PentestGPT
Use this as a leading candidate, then validate the README and install path in your own agent stack.
Fastest prototype
PentestGPT
Best first install candidate based on install readiness and adoption.
Freshest repo
Connectonion
Most recent maintenance signal among this shortlist.
| Signal | HelloAgents A agent framework based on the tutorial hello-agents | Connectonion The Best AI Agent Framework for Agent Collaboration. | AppAgent AppAgent: Multimodal Agents as Smartphone Users, an LLM-based multimodal agent framework designed to operate smartphone apps. | PentestGPT Automated Penetration Testing Agentic Framework Powered by Large Language Models |
|---|---|---|---|---|
| Quality | 99/100 Excellent | 100/100 Excellent | 79/100 Strong | 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. | 81/100 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. |
| Adoption | 2.0K stars 0 installs | 1.2K stars 0 installs | 6.8K stars 0 installs | 14K stars 0 installs |
| Freshness | Jun 8, 2026 | Jun 14, 2026 | Mar 19, 2025 | Jun 7, 2026 |
| Use-case fit | ||||
| Stack fit | ||||
| Platform hints | Python, LLM, Claude Code | Python, LLM, Claude Code | Python, LLM, Claude Code, OpenAI Agents | Python, LLM, Claude Code |
| Warnings | No major risk signals from current metadata | No major risk signals from current metadata | Repository looks stale | No OpenAgentSkill engagement data yet |
| Best for | 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 | 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 require actively maintained dependencies · production agents without a repository review | teams that need a vendor-supported SLA · high-compliance environments without internal security review |
| OpenAgentSkill engagement | 3 views 0 install copies | 2 views 0 install copies | 1 views 0 install copies | 0 views 0 install copies |
| Install | $ npx skills add jjyaoao/HelloAgents | $ npx skills add openonion/connectonion | $ npx skills add TencentQQGYLab/AppAgent | $ npx skills add GreyDGL/PentestGPT |