text-editor

Annotated text editing uses %%instruction%% blocks for exact execution and ==passage== blocks for context-based rewriting. The system applies these embedded directives to your marked-up text and strips all marker syntax, returning a clean, edited document that preserves unmarked content verbatim.

The best way to clean up annotated text is to process the document through an instruction-execution system that recognizes %%...%% and ==...== syntax. It applies the embedded edits, removes all marker formatting, and preserves the original structure and style of unmarked content.

To rewrite highlighted passages while preserving unmarked content, mark the target text with ==...== syntax. The system rewrites those specific passages using surrounding context for judgment, while leaving all unmarked text verbatim and maintaining the original document structure.

Yes, you can use annotated text editing across different languages and document lengths. The system processes %%instructions%% and ==passages== regardless of text size, applying edits contextually and returning marker-free output that maintains the original structure and style.

When applying %%instruction%% markers, your original text structure is fully preserved. The system executes the embedded instructions exactly as written on the surrounding text, removes the marker syntax, and maintains the original style and formatting of all unmarked content.