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
Dlib is the strongest overall pick here because it has a 100/100 readiness score and fits Coding agents.
Strongest overall
Dlib
Use this as a leading candidate, then validate the README and install path in your own agent stack.
Fastest prototype
Dlib
Best first install candidate based on install readiness and adoption.
Freshest repo
Dlib
Most recent maintenance signal among this shortlist.
| Signal | Tiny Dnn header only, dependency-free deep learning framework in C++14 | Dlib A toolkit for making real world machine learning and data analysis applications in C++ | Mace MACE is a deep learning inference framework optimized for mobile heterogeneous computing platforms. | Flashlight A C++ standalone library for machine learning |
|---|---|---|---|---|
| Quality | 73/100 Strong | 100/100 Excellent | 77/100 Strong | 99/100 Excellent |
| Decision verdict | 75/100 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. | 79/100 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 | 6.0K stars 0 installs | 14K stars 0 installs | 5.0K stars 0 installs | 5.4K stars 0 installs |
| Freshness | Apr 17, 2022 | May 7, 2026 | Jun 17, 2024 | Feb 23, 2026 |
| Use-case fit | ||||
| Stack fit | ||||
| Platform hints | C++, Machine Learning, Claude Code | C++, Machine Learning, Claude Code | C++, Machine Learning, Claude Code | C++, Machine Learning, Claude Code |
| Warnings | Repository looks stale · No OpenAgentSkill engagement data yet | No OpenAgentSkill engagement data yet | Repository looks stale · No OpenAgentSkill engagement data yet | 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 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 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 | 0 views 0 install copies | 0 views 0 install copies | 0 views 0 install copies | 0 views 0 install copies |
| Install | $ npx skills add tiny-dnn/tiny-dnn | $ npx skills add davisking/dlib | $ npx skills add XiaoMi/mace | $ npx skills add flashlight/flashlight |