Skill comparison
Use this as a shortlist, then open the skill detail page before adopting.
Decision summary
Strongest overall
Stable Diffusion Webui
Use this as a leading candidate, then validate the README and install path in your own agent stack.
Fastest prototype
Stable Diffusion Webui
Best first install candidate based on install readiness and adoption.
Freshest repo
Diffusers
Most recent maintenance signal among this shortlist.
| Signal | One DM Official Code for ECCV 2024 paper — One-Shot Diffusion Mimicker for Handwritten Text Generation | Diffusers 🤗 Diffusers: State-of-the-art diffusion models for image, video, and audio generation in PyTorch. | Stable Diffusion Webui Stable Diffusion web UI | 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. |
|---|---|---|---|---|
| Quality | 67/100 Promising | 100/100 Excellent | 100/100 Excellent | 100/100 Excellent |
| Decision verdict | 69/100 Prototype first Prototype with this skill first; keep a fallback candidate ready. | 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 | 558 stars Verified outcomes are shown on each skill page | 34K stars Verified outcomes are shown on each skill page | 164K stars |
| 27K stars Verified outcomes are shown on each skill page |
| Freshness | Oct 15, 2025 | Jun 16, 2026 | Mar 2, 2026 | Jun 16, 2026 |
| Use-case fit |
| Workflow fit |
| Platform hints | Python, Image Generation, Claude Code | Python, Image Generation, Claude Code | Python, Image Generation, Claude Code | TypeScript, 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 | Multimodal media workflows · Claude Code teams · teams that value GitHub adoption signals | Multimodal media workflows · Claude Code teams · teams that value GitHub adoption signals | Browser automation workflows · Claude Code teams · teams that value GitHub adoption signals | Design and creative 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 dailenson/One-DM | $ npx skills add huggingface/diffusers | $ npx skills add AUTOMATIC1111/stable-diffusion-webui | $ npx skills add invoke-ai/InvokeAI |