Skill comparison
Compare agent skills before installing.
Comparing 4 skills
Use this as a shortlist, then open the skill detail page before adopting.
Decision summary
Code On Incus is the strongest overall pick here because it has a 96/100 readiness score and fits Coding agents.
Strongest overall
Code On Incus
Use this as a leading candidate, then validate the README and install path in your own agent stack.
Fastest prototype
Code On Incus
Best first install candidate based on install readiness and adoption.
Freshest repo
Code On Incus
Most recent maintenance signal among this shortlist.
| Signal | Veridrop AI API 中转站检测工具：Claude 中转站检测、OpenAI 中转站检测、Gemini 中转站检测，中转站真伪检测、长上下文验证、思维签名验证、中转站红黑榜，自托管开源。 | Code On Incus Give each AI agent its own isolated machine with root, Docker, and systemd. Active defense detects and stops threats automatically.. | Navigator Finish What You Start — Context engineering for Claude Code. Sessions last 20+ exchanges instead of crashing at 7. | Claude Code Trace Claude Code session log viewer for JSONL files in ~/.claude/projects. Browse conversations, tool calls, tokens, and live tail sessions on desktop, web, and TUI. |
|---|---|---|---|---|
| Quality | 77/100 Strong | 85/100 Excellent | 75/100 Strong | 82/100 Strong |
| Decision verdict | 76/100 Strong shortlist Shortlist this skill and compare it with close alternatives before production adoption. | 96/100 Production-ready Use this as a leading candidate, then validate the README and install path in your own agent stack. | 74/100 Strong shortlist Shortlist this skill and compare it with close alternatives before production adoption. | 81/100 Strong shortlist Shortlist this skill and compare it with close alternatives before production adoption. |
| Adoption | 103 stars 0 installs | 559 stars 0 installs | 192 stars 0 installs | 321 stars 0 installs |
| Freshness | Jun 12, 2026 | Jun 22, 2026 | Jun 15, 2026 | Jun 20, 2026 |
| Use-case fit | ||||
| Stack fit | ||||
| Platform hints | Python, Developer Tools, Claude Code, OpenAI Agents | Python, Developer Tools, Claude Code | Python, Developer Tools, Claude Code | Rust, 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 · builders willing to evaluate younger projects | 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 canarybyte/veridrop | $ npx skills add mensfeld/code-on-incus | $ npx skills add alekspetrov/navigator | $ npx skills add delexw/claude-code-trace |