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
Flashlight is the strongest overall pick here because it has a 100/100 readiness score and fits Coding agents.
Strongest overall
Flashlight
Use this as a leading candidate, then validate the README and install path in your own agent stack.
Fastest prototype
Oneflow
Best first install candidate based on install readiness and adoption.
Freshest repo
Flashlight
Most recent maintenance signal among this shortlist.
| Signal | Mace MACE is a deep learning inference framework optimized for mobile heterogeneous computing platforms. | Tiny Dnn header only, dependency-free deep learning framework in C++14 | Flashlight A C++ standalone library for machine learning | Oneflow OneFlow is a deep learning framework designed to be user-friendly, scalable and efficient. |
|---|---|---|---|---|
| Quality | 77/100 Strong | 73/100 Strong | 99/100 Excellent | 93/100 Excellent |
| Decision verdict | 79/100 Strong shortlist Shortlist this skill and compare it with close alternatives before production adoption. | 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. | 95/100 Production-ready Use this as a leading candidate, then validate the README and install path in your own agent stack. |
| Adoption | 5.0K stars 0 installs | 6.0K stars 0 installs | 5.4K stars 0 installs | 9.4K stars 0 installs |
| Freshness | Jun 17, 2024 | Apr 17, 2022 | Feb 23, 2026 | Dec 4, 2025 |
| 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 | Repository looks stale · No OpenAgentSkill engagement data yet | 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 | GitHub automation 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 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 |
| 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 XiaoMi/mace | $ npx skills add tiny-dnn/tiny-dnn | $ npx skills add flashlight/flashlight | $ npx skills add Oneflow-Inc/oneflow |