Academic Polishing Officer: Reduce Redundancy, Polish English, Match Journals

Problems addressed

Academic manuscripts often fail in specific downstream checks: awkward non-native phrasing, high AIGC-detection risk, elevated similarity scores, and rework caused by journal selection or citation formatting. @user_8ee65e73/wb-academic-polish targets the text-side fixes instead of ghostwriting papers or altering data.

Workflow and limits

• Disciplinary polishing: adjusts grammar, term consistency, logical transitions, and figure/table wording while preserving data, formulas, and citations.
• Dual reduction: diversifies sentence structure, removes formulaic patterns, and rephrases high-similarity passages to reduce AI-like and duplicate traces, with before/after comparisons.
• Journal matching: parses abstract keywords and methods, then suggests 3-5 candidate journals with tier, review cycle, acceptance rate, APC, and fit rationale.
• Reference standardization: detects in-text citations and formats them as APA, MLA, or GB/T 7714.

Treat it as an expression and formatting aid: it does not replace official plagiarism checks, and final similarity results should be confirmed by the user's formal report.