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
You might also like
You can rapidly accelerate every stage of photojournalism—from initial story research and competitive analysis to comprehensive shot lists, optimized captions, and polished editorial submissions. The workflow guides you through breaking news scenarios, helping you research context, plan coverage angles, write SEO-optimized captions, and format submissions for maximum editorial impact. Save hours on administrative work and focus on capturing the story.
by manwithstyle
Analyze Docker container logs instantly to identify root causes of failures, crashes, and resource bottlenecks. Get actionable recommendations for resource allocation, network configuration, and architectural improvements that eliminate production issues before they cascade.
by manwithstyle
Quickly architect scalable, reusable Terraform modules that follow HashiCorp best practices and organizational standards. Get automated reviews that catch common pitfalls—variable naming, provider configuration, resource dependencies—before they reach production. Standardize your infrastructure-as-code across teams with instant feedback on module quality, security posture, and cost optimization opportunities.
by manwithstyle
Manage your entire story development pipeline—from assignment briefs and source research guidance to fact-checking verification and copy editing—all within Claude's context. You'll generate assignment templates, receive real-time editorial feedback, identify verification gaps, and receive copyediting suggestions with tracked changes. The skill handles complex multi-source stories, deadline pressure, and maintains editorial standards across your publication.
by manwithstyle
You can transform complex datasets into compelling interactive narratives that maintain coherence while inviting exploration. This skill helps you architect data-driven stories where insights unfold naturally through guided discovery points, keeping readers engaged without limiting their agency. Readers navigate your narrative with purpose, uncovering patterns and relationships that would remain hidden in static presentations.
by manwithstyle
Create production-ready Grafana dashboards that visualize your metrics effectively and perform efficiently. Claude helps you write optimized PromQL and other database queries, configure smart alerts with custom thresholds, and design intuitive layouts that surface the metrics that matter most. You get dashboard JSON, query recommendations, and alert configurations ready to deploy.
by manwithstyle
Map complex investigations into structured evidence chains that verify source credibility, identify logical gaps, and build defensible narratives before publication. You can validate citations, assess counter-arguments, and document your research methodology in publication-ready format. This ensures your findings withstand scrutiny and legal challenges.
by manwithstyle
Transform breaking news briefs into compelling visual story frameworks that guide photographers toward impactful coverage. You'll receive multiple narrative angles, detailed shot lists organized by scene and purpose, and complete assignment briefs with sourcing guidance. Each output ensures comprehensive emotional and contextual storytelling from first frame to final edit.
by manwithstyle