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
InvokeAI is the strongest overall pick here because it has a 100/100 readiness score and fits Design and creative.
Strongest overall
InvokeAI
Use this as a leading candidate, then validate the README and install path in your own agent stack.
Fastest prototype
InvokeAI
Best first install candidate based on install readiness and adoption.
Freshest repo
InvokeAI
Most recent maintenance signal among this shortlist.
| Signal | DiffusionFastForward DiffusionFastForward: a free course and experimental framework for diffusion-based generative models | VAR [NeurIPS 2024 Best Paper Award][GPT beats diffusion🔥] [scaling laws in visual generation📈] Official impl. of "Visual Autoregressive Modeling: Scalable Image Generation via Next-Scale Prediction". An *ultra-simple, user-friendly yet state-of-the-art* codebase for autoregressive image generation! | InvokeAI Invoke is a leading creative engine for Stable Diffusion models, empowering professionals, artists, and enthusiasts to generate and create visual media using the latest AI-driven technologies. The solution offers an industry leading WebUI, and serves as the foundation for multiple commercial products. | Mmagic OpenMMLab Multimodal Advanced, Generative, and Intelligent Creation Toolbox. Unlock the magic 🪄: Generative-AI (AIGC), easy-to-use APIs, awsome model zoo, diffusion models, for text-to-image generation, image/video restoration/enhancement, etc. |
|---|---|---|---|---|
| Quality | 55/100 Promising | 93/100 Excellent | 100/100 Excellent | 79/100 Strong |
| Decision verdict | 57/100 Needs manual review Do a manual repository review before adding this to an agent workflow. | 95/100 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. | 81/100 Strong shortlist Shortlist this skill and compare it with close alternatives before production adoption. |
| Adoption | 682 stars 0 installs | 8.7K stars 0 installs | 27K stars 0 installs | 7.4K stars 0 installs |
| Freshness | Jun 11, 2023 | Nov 10, 2025 | Jun 16, 2026 | Aug 6, 2024 |
| Use-case fit | ||||
| Stack fit | ||||
| Platform hints | Jupyter Notebook, Image Generation, Claude Code | Jupyter Notebook, Image Generation, Claude Code, OpenAI Agents | TypeScript, Image Generation, Claude Code | Jupyter Notebook, Image Generation, Claude Code |
| Warnings | Repository looks stale · No OpenAgentSkill engagement data yet | No OpenAgentSkill engagement data yet | No OpenAgentSkill engagement data yet | Repository looks stale · 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 | Design and creative workflows · Claude Code teams · teams that value GitHub adoption signals | Multimodal media 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 require actively maintained dependencies · production agents without a repository 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 mikonvergence/DiffusionFastForward | $ npx skills add FoundationVision/VAR | $ npx skills add invoke-ai/InvokeAI | $ npx skills add open-mmlab/mmagic |