A suite of ComfyUI nodes focused on fast setup, clean UIs and practical utilities. The repo currently includes:
Demo video of prompt history:
Text-to-Image Workflows, ergonomic, 'ready to use' graphs that let you focus on creating - not hunting scattered knobs.
Each preset includes the key nodes for its model family, a Dual-CFG implementation,
and a custom LoRA hooks system for CLIP/UNet paths.
Presets:
- SD-Master
- SD3-Master
- FLUX-Master
- Swap CFG - Switch CFG from value A/B at a chosen point in the run.
- Fast LoRA - Toggle LoRA on the CLIP path (fast) or Conditioning/UNet (classic), while keeping synchronized LoRA strength on both paths.
- Low VRAM friendly - Optionally load models to CPU to free VRAM for sampling.
- Comfort sliders - Safe default ranges; adjust step/min/max via the context menu.
- Mini tips - Small hints for the most important nodes.
- Lazy Prompt - Prompt panel with searchable history of your past prompts.
After installing PG Nodes, the workflows are available under Templates → PG-Nodes.
- Lazy Prompt
- LoRA, Bridge & Hooks
- Unified Loader
- Swap CFG Guidance
- Select Nodes
- Just Save Image
- Checkpoint Switch
- XOR Toggle
- Percent
- Installation
Save → Recall → Iterate The core idea of Lazy Prompt is comfort: write a prompt once, and bring it back instantly next time. The node keeps a compact on‑disk prompt history (positive & negative) and lets you quickly save, search, and re‑use past prompts like a mini prompt library. Optional add-ons (lens, time of day, lighting, color temperature).
- Saves every run to history and lets you load any previous entry with a couple of clicks.
- Inline randomizer
{red|green|blue}for quick variations. - Optional helpers: camera/lens phrases, time‑of‑day, lighting direction, white balance temperature.
Details
- Default history file:
custom_nodes\prompt_history.json. - Default cap:
max_entries = 500. - Tip: right‑click the node (⋯) to open the context menu and tweak the history file path or the maximum number of stored entries.
Lazy Prompt (ext)
- Starting with version 1.5.0, I added “Lazy Prompt (ext)”, which includes outputs for interoperability with other nodes:
- Default config file:
PG_Lazy_Prompt_Config.json. - Typical location: inside this repo folder (when installed via Manager/Manual).
- You can change the config file path anytime from the node’s context menu.
- Maps include examples like:
POS_LIGHT_MAP,NEG_LIGHT_MAP- direction‑dependent phrases.LENS_CHOICES- lens list (includesnone).TIME_MAP- time‑of‑day phrases.
- Defaults at runtime:
history_path = custom_nodes\prompt_history.json,max_entries = 500. - You can adjust history path and max entries from the node’s context menu.
- Connection Patterns
- LoRA Bridge Loader
- Merge LoRA Clip
- Merge LoRA Model
- Merge LoRA
- Create LoRA Clip Hook
- Create LoRA Model Hook
- Create LoRA Hook
- Set Hook Keyframes
- Set Clip Hooks
- Set Model Hooks
-
“Old-school” (baked-in):
LoRA Bridge Loader → Merge LoRA Clip/Model/Both → downstream
Weights are merged into CLIP/UNet (destructive bake). Fast at runtime, fixed strength. -
CLIP path (non-destructive):
LoRA Bridge Loader → Create LoRA Clip Hook → [optional: Set Hook Keyframes] → Set Clip Hooks
Hooks modify the text encoder live; keyframes let you change LoRA strength over time. -
MODEL/Conditioning path (non-destructive):
LoRA Bridge Loader → Create LoRA Model Hook → [optional: Set Hook Keyframes] → Set Model Hooks
Hooks patch the UNet path; keyframes control the strength timeline.
- Loads up to four LoRA files once and outputs a single LORA_BRIDGE bundle, ready for hook creation or merge nodes.
- Merges (bakes) the selected LoRA into CLIP. Destructive; no runtime toggling.
- Merges (bakes) the selected LoRA into the MODEL/UNet. Destructive.
- Bakes the selected LoRA into both MODEL and CLIP in one step.
- Builds a HOOKS group targeting CLIP from the chosen slot in LORA_BRIDGE, with its own strength control.
- Builds a HOOKS group targeting the MODEL/UNet path, with independent strength.
- Builds a HOOKS group that targets both CLIP and MODEL simultaneously, exposing separate strengths for each path.
- Defines a two-point strength curve for a HOOKS group (percent of “model strength”).
Use to fade in/out or swap strengths at specific progress points.
- Applies a HOOKS group to CLIP (append/merge). Non destructive; respects keyframes.
- Applies a HOOKS group to CONDITIONING/MODEL (append/merge). Non destructive; works with keyframed strengths.
One loader, more VRAM for sampling Unified Loader of Checkpoint, Diffusion UNet, VAE/TAESD, CLIP/CLIP-Vision, ControlNet, IP-Adapter, and Upscale models-with a simple CPU switch. Offloading parts of the stack to CPU often frees up valuable VRAM for the sampler (KSampler/DiT).
- Checkpoint →
CP_MODEL,CP_CLIP,CP_VAE - Diffusion UNet (incl. FP8 variants where available)
- VAE and TAESD shortcuts:
taesd,taesdxl,taesd3,taef1 - CLIP (multi‑file), CLIP‑Vision
- ControlNet, IP‑Adapter, Upscale models
Tip: The CPU switch is best‑effort. Depending on your setup and model family, not everything can be moved off-GPU, but when it works, the sampler gets more VRAM.
Set two CFG values and switch between them at a chosen progress (%). Early steps use CFG 1, then at the trigger point, sampling continues with CFG 2.
Great for front-loading structure (higher CFG) and then relaxing detail (lower CFG),or the opposite.
Parameters: cfg1, cfg2, and swap_percent (0–100%).
A compact suite of selectors for different model families. In the UniLoader/ subfolder you’ll also find variants compatible with the Unified Loader.
Available selectors: MODEL, CLIP, VAE, CLIP_VISION, CONTROL_NET,
IPADAPTER, UPSCALE_MODEL, Sampler, and Scheduler.
Nodes
Minimal nodes that save images in an IMAGE batch to ComfyUI’s output directory when a boolean toggle is ON. Saves without preview.
- Just Save Image - output node (no outputs).
- Just Save Image & Out - passthrough version that returns the input
IMAGE.
A simple boolean controlled switch, between two (MODEL/CLIP/VAE) triplets.
Flip the input to route either set A or set B downstream.
A boolean switch, that flips two outputs in opposition.
When toggle = TRUE → Boolean 1 = TRUE, Boolean 2 = FALSE.
When toggle = FALSE → Boolean 1 = FALSE, Boolean 2 = TRUE.
Converts an INT input to a FLOAT by dividing by 100.
Via ComfyUI Manager
- Open ComfyUI Manager.
- Search for “PG Nodes”.
- Install and restart ComfyUI.
Manual
- Go to the repo Code → Download ZIP.
- Extract the ZIP.
- Rename the extracted folder to
PG-nodes.- Move that folder to your ComfyUI custom nodes directory:
- Windows (typical):
C:\Users\<you>\Documents\ComfyUI\custom_nodes\PG-nodes- Or wherever your
ComfyUIroot lives →custom_nodes/PG-nodes- Restart ComfyUI.
- In the node search, look for the PG category (e.g., Lazy Prompt, Unified Loader).
[2.0.0]
Added
- Workflows: SD-Master, SD3-Master, Flux-Master
- LoRA Hooks bundle: compact toolkit for LoRA on MODEL/CLIP
- Select Nodes: set of selector helper nodes used to pick model file names
- Checkpoint Switch: two‑way switch for (MODEL, CLIP, VAE) triplets.
- Swap CFG Guidance: two‑phase CFG guider (CFG1 → early, CFG2 → late).
- Percent: INT 0..100 → FLOAT 0..1 helper.
- XOR Toggle:
- Checkpoint Switch:
[1.5.5]
Fix
- Unified Loader, DIFFUSION_MODEL output fix and Class name.
[1.5.0]
Added
- Lazy Prompt (ext).
[1.0.0]
Added
- Initial public release.
- Nodes: Lazy Prompt (+mini), Unified Loader (+mini), Just Save Image (+Out).
- Prompt history JSON + config file `PG_Lazy_Prompt_Config.json`.