How jeong-luke/lakis works
LAKIS Studio is a Windows/NVIDIA-focused external interface and curated workflow environment for ComfyUI. The main user path is configuring ANIMA or MOSS generation in the UI, then submitting a validated workflow to ComfyUI and viewing saved results. Separate branches provide custom generation nodes and installation, integrity checking, repair, and staged updates. The graph preserves README-documented features; edges between sampled modules rely on the source index, while broader product relationships cite the README.
Main entry points: workflow_bridge.py Workflow bridge · serve_ui.py UI server · moss_mode.py MOSS engine · LAKIS_Updater.cs Application updater
Components 25
Studio interface
- External UI
src/external_ui/app.js - UI server
src/external_ui/serve_ui.py
Generation workflows
- Workflow bridge
src/external_ui/workflow_bridge.py - Native workflow
src/runtime/native_workflow.py - MOSS engine
src/external_ui/moss_mode.py - MOSS sampling
src/external_ui/moss_sampling.py - MOSS diagnostics
src/external_ui/moss_errors.py - Scene controls
src/external_ui/scene_controls.py - LoRA manager
src/external_ui/lora_manager.py - Wildcard service
src/external_ui/wildcard_service.py
ComfyUI extensions
- ANIMA LLLite
src/custom_nodes/ComfyUI-Anima-LLLite/control_net_lllite_anima.py - Detail nodes
src/custom_nodes/ComfyUI-LAKIS-Detail/__init__.py - Camera controls
src/custom_nodes/ComfyUI-KR-Camera-Control/camera_control.py - Spectrum sampler
patches/ComfyUI-Spectrum-KSampler/files/spectrum.py
Install and updates
- Application launcher
installer/LAKIS_Launcher.cs - Setup and repair
installer/Setup_LAKIS_Safe.cs - CMD installer
installer/lakis_cmd_installer.py - Update protocol
installer/UpdateProtocol.cs - Application updater
installer/LAKIS_Updater.cs - Runtime bundle
installer/RuntimeBundleInstaller.cs - Runtime integrity
installer/runtime_health.py - Runtime manifest
installer/runtime_manifest.py - Runtime transition
installer/runtime_transition.py
Other components
- Studio user
- ComfyUI runtime
Connections 28
- Studio user → External UI: configures
README.md - External UI → UI server: uses
- UI server → Workflow bridge: dispatches
src/external_ui/serve_ui.py - UI server → MOSS engine: uses
src/external_ui/serve_ui.py - UI server → LoRA manager: uses
src/external_ui/serve_ui.py - UI server → Wildcard service: uses
src/external_ui/serve_ui.py - Workflow bridge → MOSS engine: delegates to
src/external_ui/workflow_bridge.py - Workflow bridge → Scene controls: uses
src/external_ui/workflow_bridge.py - Workflow bridge → LoRA manager: uses
src/external_ui/workflow_bridge.py - Workflow bridge → Native workflow: uses
src/external_ui/workflow_bridge.py - MOSS engine → MOSS sampling: uses
src/external_ui/moss_mode.py - MOSS engine → MOSS diagnostics: uses
src/external_ui/moss_mode.py - MOSS sampling → MOSS diagnostics: uses
src/external_ui/moss_sampling.py - Workflow bridge → ComfyUI runtime: submits workflow
README.md - ComfyUI runtime → ANIMA LLLite: executes nodes
README.md - ComfyUI runtime → Detail nodes: executes nodes
README.md - ComfyUI runtime → Camera controls: uses controls
README.md - ComfyUI runtime → Spectrum sampler: uses sampler
- Studio user → Application launcher: launches
README.md - Application launcher → Update protocol: checks transition
installer/LAKIS_Launcher.cs - Application updater → Update protocol: validates updates
installer/LAKIS_Updater.cs - Application updater → Runtime bundle: installs bundle
installer/LAKIS_Updater.cs - Setup and repair → Runtime bundle: installs bundle
installer/Setup_LAKIS_Safe.cs - CMD installer → Runtime manifest: validates manifest
installer/lakis_cmd_installer.py - Runtime integrity → Runtime manifest: reads manifest
installer/runtime_health.py - Runtime integrity → Runtime transition: checks transition
- Studio user → Setup and repair: installs or repairs
README.md - Studio user → Application updater: accepts update
README.md