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.

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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.

SignalUniPic

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.

Adoption871 stars
0 installs
836 stars
0 installs
958 stars
0 installs
1.3K stars
0 installs
FreshnessJan 24, 2026Jun 12, 2026Apr 2, 2026Apr 3, 2026
Use-case fit
Stack fit
Platform hintsPython, Image Generation, Claude CodePython, Image Generation, Claude CodePython, Image Generation, Claude CodePython, Image Generation, Claude Code
WarningsNo OpenAgentSkill engagement data yetNo OpenAgentSkill engagement data yetNo OpenAgentSkill engagement data yetNo OpenAgentSkill engagement data yet
Best forDesign and creative workflows · Claude Code teams · teams that value GitHub adoption signalsDesign and creative workflows · Claude Code teams · teams that value GitHub adoption signalsDesign and creative workflows · Claude Code teams · teams that value GitHub adoption signalsSports analytics workflows · Claude Code teams · teams that value GitHub adoption signals
Not ideal forteams that need a vendor-supported SLA · high-compliance environments without internal security reviewteams that need a vendor-supported SLA · high-compliance environments without internal security reviewteams that need a vendor-supported SLA · high-compliance environments without internal security reviewteams that need a vendor-supported SLA · high-compliance environments without internal security review
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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