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
FireRed Image Edit is the strongest overall pick here because it has a 100/100 readiness score and fits Sports analytics.
Strongest overall
FireRed Image Edit
Use this as a leading candidate, then validate the README and install path in your own agent stack.
Fastest prototype
FireRed Image Edit
Best first install candidate based on install readiness and adoption.
Freshest repo
Bernini
Most recent maintenance signal among this shortlist.
| Signal | UniPic Open-source SOTA multi-image editing model | Bernini Bernini is a unified framework for video generation and editing that combines an MLLM-based semantic planner with a DiT-based renderer. | Story Iter [ICLR 2026] A Training-free Iterative Framework for Long Story Visualization | FireRed Image Edit FireRed-Image-Edit is a powerful image editing foundation model achieving open-source state-of-the-art performance with precise instruction following, high-fidelity generation, superior identity consistency, and seamless multi-element fusion. |
|---|---|---|---|---|
| Quality | 77/100 Strong | 87/100 Excellent | 81/100 Strong | 96/100 Excellent |
| Decision verdict | 88/100 Production-ready Use this as a leading candidate, then validate the README and install path in your own agent stack. | 98/100 Production-ready Use this as a leading candidate, then validate the README and install path in your own agent stack. | 92/100 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 | 871 stars 0 installs | 836 stars 0 installs | 958 stars 0 installs | 1.3K stars 0 installs |
| Freshness | Jan 24, 2026 | Jun 12, 2026 | Apr 2, 2026 | Apr 3, 2026 |
| Use-case fit | ||||
| Stack fit | ||||
| Platform hints | Python, Image Generation, Claude Code | Python, Image Generation, Claude Code | Python, Image Generation, Claude Code | Python, Image Generation, 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 | Design and creative workflows · Claude Code teams · teams that value GitHub adoption signals | Design and creative workflows · Claude Code teams · teams that value GitHub adoption signals | Design and creative workflows · Claude Code teams · teams that value GitHub adoption signals | Sports analytics 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 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 SkyworkAI/UniPic | $ npx skills add bytedance/Bernini | $ npx skills add UCSC-VLAA/story-iter | $ npx skills add FireRedTeam/FireRed-Image-Edit |