editorial

Visualize the logical skeleton of a paper's argument as a claim-evidence DAG. Use when asked to "map my argument", "does my logic hold", "argument structure", "find logical gaps", or "why doesn't my paper flow". Flags missing links, orphan claims, circular reasoning, and unsupported assertions.

Context-aware editorial intelligence that adapts to what you're writing. Use when asked to "edit this", "review my writing", "editorial feedback", "developmental edit", "line edit", "improve clarity", "simplify writing", "check readability", "reduce jargon", or "make paper clearer". Detects format (paper/blog/book/grant), section type, and draft phase, then routes to the appropriate editorial lens — developmental, line, or copy editing.

Translate writing between registers — paper to blog, blog to book chapter, academic to conversational. Use when asked to "convert this for blog", "make this more conversational", "translate register", "paper to blog", "blog to book", or "adapt for audience". Performs structural transformation, not just tone adjustment.

Diagnose root causes of bad writing at the paragraph level. Use when asked to "diagnose this paragraph", "why does this suck", "what's wrong with this", "writing diagnosis", or "debug my writing". Identifies patterns like cognitive overload, buried ledes, idea soup, and monotonous rhythm — then teaches the fix.

Quantitative writing quality verification for scientific papers. Use when asked to "score my writing", "grade this paper", "writing quality check", "verify writing quality", "how good is my writing", "rate my prose", "writing metrics", "readability analysis", "check my paper's clarity", "writing score", or "assess writing quality". Produces a structured report with A-F grade, dimension scores, and prioritized fix suggestions.

Diagnostic editorial intelligence for writing across contexts — papers, blogs, books, grants. Analyzes, diagnoses, and translates rather than generating from scratch.