overthinkos/immich-ml
ov-layers/skills/immich-ml/SKILL.md
Immich machine learning backend on port 3003 for photo classification and search. Use when working with Immich ML features, face detection, or CLIP search.
tools
Updated Apr 24, 2026
$ install --global
skillsauthnpx skillsauth add overthinkos/overthink-plugins immich-mlInstall this skill globally with one command. Works with Claude Code, Cursor, and Windsurf.
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Last scanned: Apr 24, 2026, 2:50 PM121.6s1 file scanned
SKILL.md
- name:
- immich-ml
- description:
- |
immich-ml -- Immich machine learning backend
Layer Properties
| Property | Value |
|----------|-------|
| Dependencies | immich |
| Ports | 3003 |
| Volumes | models -> ~/.immich/models |
| Service | immich-ml (supervisord, priority 40) |
| Install files | tasks: |
Environment Variables
| Variable | Value |
|----------|-------|
| IMMICH_MACHINE_LEARNING_ENABLED | true (overrides immich default) |
| IMMICH_MACHINE_LEARNING_URL | http://127.0.0.1:3003 |
| MACHINE_LEARNING_HOST | 0.0.0.0 |
| MACHINE_LEARNING_PORT | 3003 |
| MACHINE_LEARNING_WORKERS | 1 |
| MACHINE_LEARNING_WORKER_TIMEOUT | 120 |
| TRANSFORMERS_CACHE | ~/.immich/models |
Build Setup
- Root-phase tasks download the immich ML module, installs via uv/pip into
/opt/immich/machine-learning/.venv - User-phase tasks create
~/.immich/models(TRANSFORMERS_CACHE) and~/.cache/immich_ml(immich ML model cache). The~/.cache/immich_mldirectory must be created at build time because~/.cachemay be root-owned from earlier layer builds (npm/pixi). Creating it in tasks: ensures correct UID 1000 ownership.
Usage
# image.yml -- adds ML to an immich image
immich-ml:
layers:
- immich-ml
Used In Images
/ov-images:immich-ml
Related Layers
/ov-layers:immich-- required base (provides server + database)/ov-layers:cuda-- GPU acceleration (when used in cuda images)
When to Use This Skill
Use when the user asks about:
- Immich machine learning features
- Face detection or CLIP-based search
- ML model caching or downloads
- Port 3003 configuration
- Enabling ML in Immich
Related
/ov:layer— layer authoring reference (layer.ymlschema, task verbs, service declarations)/ov:test— declarative testing (tests:block,ov image test,ov test)
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