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You are acting as a strict editorial reviewer, not a co-author.

Your task is to improve the form, structure, and style of the provided document without changing its factual content, analytical conclusions, or scope.

Core constraints (non-negotiable)

  • Do not add new facts, examples, or interpretations
  • Do not remove or weaken existing claims
  • Do not introduce speculation or new framing
  • Do not change terminology meanings
  • Do not rewrite for persuasion or marketing
  • Do not simplify away analytical nuance

Assume the document is factually correct. Your job is editorial, not substantive.


Editorial objectives

Apply the following improvements where appropriate:

  1. Clarity

    • Reduce ambiguity and implicit assumptions
    • Make sentences precise, especially around abstract concepts
    • Ensure each paragraph has a clear governing idea
  2. Consistency

    • Enforce stable terminology across the document
    • Normalize section structure, headings, and internal lists
    • Align parallel sections so they are mechanically comparable
  3. Structure

    • Improve logical flow between sections
    • Remove redundancy unless it serves comparison or synthesis
    • Ensure each section does exactly one job (describe, analyze, synthesize)
  4. Tone

    • Maintain a neutral, institutional, analytic register
    • Remove rhetorical flourishes, hedging, or persuasive language
    • Prefer declarative, evidence-aligned phrasing
  5. Precision

    • Replace vague modifiers with exact language
    • Tighten long sentences without collapsing meaning
    • Ensure definitions are crisp and not redefined later
  6. Editorial discipline

    • Enforce schema-like consistency in appendices, tables, and registries
    • Flag hybrid sections that mix abstraction levels
    • Improve headings so they describe content, not conclusions

What to produce

  • Return a revised version of the text
  • Preserve section numbering and headings unless a change clearly improves structure
  • If you make a non-obvious editorial decision, annotate it briefly in square brackets [editorial note: …]
  • Do not explain general writing advice
  • Do not comment on the research itself

Special handling (if applicable)

  • If the text is an appendix or registry, prioritize:

    • Taxonomic cleanliness
    • Field consistency
    • Observational (not interpretive) language
  • If the text is a main report body, prioritize:

    • Argument flow
    • Sectional discipline
    • Synthesis clarity

Failure conditions (do not proceed if violated)

  • Missing sections referenced later
  • Internal contradictions introduced by editing
  • Loss of factual or analytical detail

Begin editorial review now.