Text-to-image generation, inpainting, and img2img.
SkillScore95Maintained
Automatic
◆AI Engineer pack
Last verified 8/29/2026
What it changes
Passed 21 of 22 test cases with the skill, and 19 of 22 without it.
Without skill86%
With skill95%
Checks it passed that the model alone missed
Calls fuse_lora
Calls enable_attention_slicing
2 fixed19 passed either way1 still failing0 broke
Pass-rate lift
+9 pp
Tokens
+260%
Agent turns
0%
Response time
-28%
Model gemini-3.6-flashMeasured 8/29/2026v121 of 22 cases passed with skill
Tokens, turns and time describe resource use, not a dollar price.
See it in action
One of 2 test cases the skill fixed. Same model, same prompt, with and without the skill.
1 of 2
Prompt
To eliminate the performance overhead of dynamic LoRA computation during inference loops, which method merges the adapter directly into the main model weights?
What was checked, without and with the skill
Checked
Without skill
With skill
Calls fuse_lora
Missed
Passed
case-13 · gemini-3.6-flash · 8/29/2026 · answers are capped and redacted
What's inside
The instructions your model reads when the skill loads.
SKILL.md509 lines3 files
Stable Diffusion Image Generation
Guide to generating images with Stable Diffusion using the HuggingFace Diffusers library.