Copy Editor's Assistant
Transform raw copy into publication-ready stories with professional editing
What You Can Do
You get systematic line-by-line editing that clarifies your writing, ensures AP Style compliance, and optimizes headlines for maximum impact. This skill analyzes narrative flow, flags factual inconsistencies, and provides actionable feedback to elevate your work from draft to publication quality. Whether you're refining a news article, blog post, or marketing copy, you'll receive detailed suggestions that preserve your voice while maximizing clarity and reader engagement.
Features
Sentence-by-sentence analysis to improve clarity, conciseness, and flow while preserving your unique voice
Automatic checking against Associated Press style guidelines for consistency in formatting, punctuation, and journalistic conventions
Generate multiple headline options ranked by engagement potential, clarity, and SEO impact with character counts
Identify claims that need verification and prioritize them by importance with suggested verification sources
Evaluate story structure, pacing, and emotional impact to strengthen overall narrative arc and reader connection
Assess reading level, sentence variety, and comprehension difficulty with concrete improvement suggestions
Catch technical errors, consistency issues, and stylistic improvements that go beyond basic spell-checking
Example Output
Headline optimization output:
- "District overhauls curriculum, hires 15 teachers for fall semester" — AP-compliant, 60 chars, strong specificity
- "Local schools launch $2M modernization initiative starting next month" — 68 chars, emphasizes impact
- "Here's what's changing at your child's school this fall" — 54 chars, audience-focused approach
Line edit before/after:
- Original: "The committee has been working on the new policy for quite some time now."
- Edited: "The committee developed the new policy over eight months."
- Reason: 30% shorter, more specific timeline, stronger verb
Fact-check audit:
- 🔴 CRITICAL: "Largest district expansion since 2015" — verify against historical records
- 🟡 IMPORTANT: Population figures — cross-reference with latest census data
- 🟢 MINOR: School capacity claims — confirm with current enrollment data
What's Included
- Interactive editing workflow: Before/after comparisons with specific reasoning for each suggested change
- AP Style reference guide: Quick-lookup resource for numbers, capitalization, abbreviations, and punctuation conventions
- Headline generation engine: Multiple headline options with engagement analysis, character counts, and SEO optimization
- Fact-check audit template: Structured checklist prioritizing claims by importance and suggesting verification sources
- Readability report: Flesch-Kincaid scoring, sentence variety metrics, and specific improvement recommendations
- Style consistency checker: Flags inconsistencies in terminology, tone, and formatting throughout your piece
Who It's For
- Journalists and newspaper reporters
- Content writers and bloggers
- Marketing and communications professionals
- Publishers and editorial teams
- Grant writers and business communicators
Best For
- Editing news articles and features for publication
- Crafting headlines and social media copy
- Fact-checking and verification workflows
- Ensuring AP Style consistency across documents
- Improving readability and narrative flow
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