fal-train
Train custom AI models (LoRA) on fal.ai for personalized image generation tailored to a brand, character, or style.
Install / Use
npx skills add nexu-io/open-design --skill fal-trainInstalls into whichever agent you are using.
SKILL.md
Installable skill definition
Quality Score
Category
OtherSupported Platforms
Our assessment of fal-train
fal-train scores 75/100 on our quality scale, 38th of 62 Other skills we index.
Its SKILL.md is 1.1 KB long, split into 5 sections with 1 code example: fairly brief, so expect to fill in details yourself.
With 97,896 GitHub stars, it is one of the more widely adopted skills in the catalogue.
Maintenance, license and trust
- The repository was last updated yesterday, so fal-train is actively maintained.
- It is released under the Apache-2.0 license, a permissive license that allows use, modification and commercial use with attribution.
- Its trust signals score 100/100, with no cautions. These come from repository metadata, not a code audit — read the skill file before letting an agent act on it.
Safety scan
No issues foundOur scan of the whole file found no instruction hijacking, hidden characters, credential access, data exfiltration or destructive commands.
Automated pattern scan on 2026-09-26. It catches known dangerous patterns, not every risk — read a skill before letting an agent act on it.
fal-train compared with similar skills
All 4 of these similar skills score higher than fal-train; compare them before choosing.
| Skill | Score | Stars | Updated | Format |
|---|---|---|---|---|
| fal-train (this skill)by nexu-io | 75 | 97.9k | 1d ago | SKILL.md |
| Agent-Reachby Panniantong | 100 | 85.5k | 10d ago | CLAUDE.md |
| LocalAIby mudler | 100 | 49.3k | today | MCP Server |
| algorithmic-artby anthropics | 100 | 177.9k | 3d ago | SKILL.md |
| pptxby anthropics | 100 | 177.9k | 3d ago | SKILL.md |
Frequently asked questions
- How do I install fal-train?
- Run
npx skills add nexu-io/open-design --skill fal-train. The install tabs above show the steps for each supported agent. - Which AI agents does fal-train work with?
- It is written for Zed, as a SKILL.md file. Other agents that read the same format can often use it too.
- Is fal-train safe to use?
- Our scan of the whole file found no instruction hijacking, hidden characters, credential access, data exfiltration or destructive commands. It is Apache-2.0-licensed and scores 100/100 on trust signals. Skills are instructions an agent will follow, so read the file before installing it and do not approve commands you do not understand.
- Is fal-train still maintained?
- The repository was last updated yesterday, so fal-train is actively maintained.
Skill content
View source on GitHubname: fal-train description: | Train custom AI models (LoRA) on fal.ai for personalized image generation tailored to a brand, character, or style. triggers:
- "fal train"
- "train lora"
- "custom model"
- "personalized image gen"
- "brand lora" od: mode: image category: image-generation upstream: "https://github.com/fal-ai-community/skills"
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 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.
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Trust signals
From repository metadata: license, adoption, age and documentation. Not a code audit — see the Safety scan above for what the skill file itself contains.