Skill comparison
Use this as a shortlist, then open the skill detail page before adopting.
Decision summary
Strongest overall
VLMEvalKit
Use this as a leading candidate, then validate the README and install path in your own agent stack.
Fastest prototype
VLMEvalKit
Best first install candidate based on install readiness and adoption.
Freshest repo
ComputeLibrary
Most recent maintenance signal among this shortlist.
| Signal | FlyCV FlyCV is a high-performance library for processing computer visual tasks. | ComputeLibrary The Compute Library is a set of computer vision and machine learning functions optimised for both Arm CPUs and GPUs using SIMD technologies. | AliceVision 3D Computer Vision Framework | VLMEvalKit Open-source evaluation toolkit of large multi-modality models (LMMs), support 220+ LMMs, 80+ benchmarks |
|---|---|---|---|---|
| Quality | 54/100 Needs review | 100/100 Excellent | 100/100 Excellent | 100/100 Excellent |
| Decision verdict | 56/100 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 | 597 stars Verified outcomes are shown on each skill page | 3.2K stars Verified outcomes are shown on each skill page | 3.5K stars |
Skill comparison
Use this as a shortlist, then open the skill detail page before adopting.
Decision summary
Strongest overall
VLMEvalKit
Use this as a leading candidate, then validate the README and install path in your own agent stack.
Fastest prototype
VLMEvalKit
Best first install candidate based on install readiness and adoption.
Freshest repo
ComputeLibrary
Most recent maintenance signal among this shortlist.
| Signal | FlyCV FlyCV is a high-performance library for processing computer visual tasks. | ComputeLibrary The Compute Library is a set of computer vision and machine learning functions optimised for both Arm CPUs and GPUs using SIMD technologies. | AliceVision 3D Computer Vision Framework | VLMEvalKit Open-source evaluation toolkit of large multi-modality models (LMMs), support 220+ LMMs, 80+ benchmarks |
|---|---|---|---|---|
| Quality | 54/100 Needs review | 100/100 Excellent | 100/100 Excellent | 100/100 Excellent |
| Decision verdict | 56/100 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 | 597 stars Verified outcomes are shown on each skill page | 3.2K stars Verified outcomes are shown on each skill page | 3.5K stars |
| 4.2K stars Verified outcomes are shown on each skill page |
| Freshness | Jun 2, 2023 | Sep 1, 2026 | Aug 12, 2026 | Jun 17, 2026 |
| Use-case fit |
| Workflow fit |
| Platform hints | C++, Computer Vision, Claude Code | C++, Computer Vision, Claude Code | C++, Computer Vision, Claude Code | Python, Computer Vision, Claude Code, OpenAI Agents |
| Warnings | Repository looks stale · No OpenAgentSkill engagement data yet | No OpenAgentSkill engagement data yet | No OpenAgentSkill engagement data yet | No OpenAgentSkill engagement data yet |
| Best for | Workflow automation workflows · Claude Code teams · teams that value GitHub adoption signals | Coding agents workflows · Claude Code teams · teams that value GitHub adoption signals | Sports analytics 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 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 PaddlePaddle/FlyCV | $ npx skills add ARM-software/ComputeLibrary | $ npx skills add alicevision/AliceVision | $ npx skills add open-compass/VLMEvalKit |
| 4.2K stars Verified outcomes are shown on each skill page |
| Freshness | Jun 2, 2023 | Sep 1, 2026 | Aug 12, 2026 | Jun 17, 2026 |
| Use-case fit |
| Workflow fit |
| Platform hints | C++, Computer Vision, Claude Code | C++, Computer Vision, Claude Code | C++, Computer Vision, Claude Code | Python, Computer Vision, Claude Code, OpenAI Agents |
| Warnings | Repository looks stale · No OpenAgentSkill engagement data yet | No OpenAgentSkill engagement data yet | No OpenAgentSkill engagement data yet | No OpenAgentSkill engagement data yet |
| Best for | Workflow automation workflows · Claude Code teams · teams that value GitHub adoption signals | Coding agents workflows · Claude Code teams · teams that value GitHub adoption signals | Sports analytics 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 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 PaddlePaddle/FlyCV | $ npx skills add ARM-software/ComputeLibrary | $ npx skills add alicevision/AliceVision | $ npx skills add open-compass/VLMEvalKit |