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Get Started Free →Train custom AI models (LoRA) on fal.ai for personalized image generation tailored to a brand, character, or style.
Passed 17 of 22 test cases with the skill, and 6 of 22 without it.
and 8 more in the full report
11 fixed6 passed either way5 still failing0 broke
Tokens, turns and time describe resource use, not a dollar price.
One of 11 test cases the skill fixed. Same model, same prompt, with and without the skill.
We want to configure our automated design agent in OpenDesign to support LoRA training for brand assets. What is the exact upstream source repository URL for the fal-train skill bundle?
| Checked | Without skill | With skill |
|---|---|---|
| The response identifies the upstream URL as https://github.com/fal-ai-community/skills. | Missed | Passed |
The instructions your model reads when the skill loads.
Curated from the fal.ai community team.
Train custom AI models (LoRA) on fal.ai for personalized image generation tailored to a brand, character, or style.
image-generationThis catalogue entry advertises the skill in OpenDesign so the agent discovers it during planning. To run the full upstream workflow with its original assets, scripts, and references, install the upstream bundle into your active agent's skills directory:
# Inspect the upstream README for exact paths
open https://github.com/fal-ai-community/skills
Then ask the agent to invoke this skill by name (fal-train) or with
one of the trigger phrases listed in this skill's frontmatter.
test cases passed, vs 6 / 22 without
More skills from the same source and nearby in the registry, with their headline benchmark lift.