book-editor

Surgical chapter revision applies ranked evaluator issues using strict revision modes and a priority taxonomy that preserves existing strengths and voice consistency. It ensures targeted weaknesses are corrected while maintaining the foundation voice assets.

Long-form book editing uses a revision taxonomy with a strict priority order—structural, connective, prose, then factual—to correct chapters. This mode-based approach controls the permitted scope of changes to fix targeted weaknesses systematically.

Preventing prose-pattern regressions requires a mandatory deterministic self-scan workflow with anti-regression guardrails. This catches unwanted style changes during LLM revision, ensuring edits apply minimum effective change to the text.

Yes, surgical editing includes a dedicated rag-rewrite mode for RAG-anchored level alignment. This mode controls the revision scope so factual corrections and structural rewrites match the retrieved context boundaries.

A structural rewrite requires reading evaluation and disruption reports plus foundation and voice assets. These inputs guide the revision process to produce corrected prose within the mode-specific scope and word-delta budgets.

Minimum effective change is ideal when you must fix targeted weaknesses while explicitly preserving listed strengths. It operates within word-delta budgets to ensure the revision does not alter continuity or introduce unintended prose-pattern regressions.