kiln transforms messy text into structured output using deterministic modules. It does not invent new text.

Does kiln generate content?

No. kiln only transforms existing text you provide.

What are clean, notes, and strong?

They are preset bundles of module settings: clean for light tidying, notes for note-style text, and strong for more aggressive cleaning.

kiln is a deterministic text refinement system.

Quick combinations of module settings. Choose one to match your task.

Text runs through a fixed graph of transform modules in order. The same input and settings produce the same output.

input:  "hello hello!!!! , ,,"

output: "hello!"