Dumitru Picalau
0368201dc8
Every built-in docs page, node help panel and the README is shorter and plainer, with new screenshots of the current nodes. The AI assistant page is split into short pages, a new How to group covers variations, making picks agree, keeping something steady, sharing and troubleshooting, and wildcard import has its own page. The warnings reference uses WP Debug's labels, the AI image descriptions match the new screenshots, and the release notes are rewritten in plain words. Local models need at least 16k of context; 32k is recommended.
2.8 KiB
WP Prompt Cleaner
Tidy a prompt before the sampler: drop duplicate tags and stray commas, remove empty brackets, merge stacked weights, tidy LoRA tags and block words you never want. It needs no Context.
Inputs
- prompt: the text to clean, usually from a WP Prompt Assembler.
- negative: optional, such as the Assembler's negative output.
Outputs
- prompt: the cleaned prompt.
- negative: the cleaned negative (empty when nothing is wired in).
How to use
- Wire a prompt into prompt.
- Pick a mode and a preset.
- Switch single rules on or off if you like, and click Blocklist… to block words.
- Wire the output into CLIP Text Encode.
Mode
- tags: for comma-separated tag lists. Rules work tag by tag.
- text: for sentences. Duplicate removal is off, and the blocklist removes just the word.
Presets
| Preset | Rules |
|---|---|
| gentle | spaces only |
| balanced | empty brackets, LoRA spacing, spaces, punctuation, duplicate tags |
| aggressive | all of balanced, plus merge weights and near-duplicates ("bad hand" and "bad hands") |
CUSTOM shows when you've switched rules away from the preset; click the preset again to go back.
Bracket and LoRA rules
These read brackets the way ComfyUI does and work in both modes.
- empty groups: removes brackets with nothing inside, such as
()or(:1.2).red (), dressbecomesred, dress. Usually left by a weighted reference that printed nothing. - merge weights: folds stacked weights into one:
((a:1.1):1.2)becomes(a:1.32),(((a)))becomes(a:1.33),(a:1.0)becomesa. Only when the inner group is the whole of the outer one;[ ]is never touched. - LoRA spacing:
< lora : x : 0.8 >becomes<lora:x:0.8>, andgirl<lora:x:1>becomesgirl <lora:x:1>. Also lyco, locon, hypernet and<embedding:…>. File names are never changed.
Escaped \( \) stay as they are, and if the brackets don't balance these rules leave the prompt alone.
Blocklist
- list: words separated by commas or new lines. Capitals don't matter, and whole words only:
catremovesblack catbut notcatcher. - regex: one pattern per line, capitals don't matter. A broken pattern is skipped and named in the run stats.
In tags mode the whole tag with the word goes; in text mode just the word. Never block a LoRA's trigger words.
Cleaning the negative
With a negative wired in, the rule list gets a second column for it. It follows the prompt column, except near-duplicates and the blocklist are off. Drop negative tags also in prompt (off by default) removes a word from the negative when the prompt asks for it; the run stats name the overlap either way.
Tips
- Hover a rule for what it does.
- After a run, the count next to each rule shows what it removed.