Fal Train
Discover and invoke fal.ai LoRA training for on-brand or character-consistent image generation via the Open Design catalog entry.
Overview
fal-train is an agent skill for the Build phase that routes solo builders to fal.ai LoRA training for brand- or style-tailored image generation via Open Design triggers and upstream community skills.
Install
npx skills add https://github.com/nexu-io/open-design --skill fal-trainWhat is this skill?
- Trains custom LoRA models on fal.ai for brand, character, or style-specific image generation
- Catalogued in Open Design with triggers: fal train, train lora, custom model, brand lora
- Points to upstream fal-ai-community/skills bundle for full scripts and assets
- Category image-generation under fal community curation
- Invoke by skill name fal-train or frontmatter trigger phrases during agent planning
Adoption & trust: 782 installs on skills.sh; 61.4k GitHub stars; 2/3 security scanners passed (skills.sh audits).
What problem does it solve?
You need consistent branded or character imagery but only have generic models and no clear path to train a LoRA on fal.ai.
Who is it for?
Indie makers already on fal.ai who want catalog-discoverable LoRA training for a defined visual identity or character set.
Skip if: Builders without a curated training image set, fal.ai account, or budget for custom training jobs—or those needing video or non-image modalities only.
When should I use this skill?
User says fal train, train lora, custom model, personalized image gen, or brand lora—or asks to invoke fal-train by name during Open Design planning.
What do I get? / Deliverables
Your agent discovers fal-train during planning, then you install the upstream fal-ai-community bundle and run the documented LoRA training workflow on fal.ai.
- Installed upstream fal training skill bundle from community repo
- Trained LoRA weights on fal.ai for downstream image generation
- Agent plan entry linking Open Design skill to executed training workflow
Recommended Skills
Journey fit
Custom model training is a Build integration step once you know the visual direction and need fal.ai-hosted LoRA weights. Integrations subphase fits because the skill bridges planning discovery to the upstream fal-ai-community training workflow and API surface.
How it compares
Open Design discovery wrapper for community fal training skills—not an in-repo one-click trainer without installing upstream assets.
Common Questions / FAQ
Who is fal-train for?
Solo builders and small teams using fal.ai who want agent-discoverable LoRA training for branded or personalized image generation.
When should I use fal-train?
During Build integrations when you are ready to train a custom model after brand or character visuals are defined and you will host training on fal.ai.
Is fal-train safe to install?
Treat Open Design and upstream fal-ai-community repos like any third-party skill source; review the Security Audits panel on this Prism page before installing bundles or passing API keys.
SKILL.md
READMESKILL.md - Fal Train
# fal-train > Curated from the fal.ai community team. ## What it does Train custom AI models (LoRA) on fal.ai for personalized image generation tailored to a brand, character, or style. ## Source - Upstream: https://github.com/fal-ai-community/skills - Category: `image-generation` ## How to use This catalogue entry advertises the skill in Open Design 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: ```bash # 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.