
Copy Editing
- 30 installs
- 578 repo stars
- Updated July 15, 2026
- aitytech/agentkits-marketing
copy-editing is a marketing skill that improves existing copy through a Seven Sweeps framework of focused single-dimension editing passes.
About
copy-editing systematically improves existing marketing copy through focused editing passes rather than rewriting. It uses a Seven Sweeps framework where each pass targets one dimension such as clarity, voice, benefit bridges, or proof, looping back to check earlier sweeps. A developer or marketer uses it when they want to review, proofread, or polish existing marketing copy.
- Seven Sweeps framework: sequential single-dimension editing passes
- So What and Prove It tests for benefit bridges and evidence
- Enhances existing copy without changing the core message
Copy Editing by the numbers
- 30 all-time installs (skills.sh)
- Ranked #1,410 of 1,879 Marketing & SEO skills by installs in the Skillselion catalog
- Data as of Aug 5, 2026 (Skillselion catalog sync)
copy-editing capabilities & compatibility
- Capabilities
- copywriting · marketing
- Use cases
- copywriting · marketing
What copy-editing says it does
Good copy editing isn't about rewriting—it's about enhancing.
Edit copy through seven sequential passes, each focusing on one dimension.
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| Installs | 30 |
|---|---|
| repo stars | ★ 578 |
| Last updated | July 15, 2026 |
| Repository | aitytech/agentkits-marketing ↗ |
What it does
Improve existing marketing copy through sequential single-focus editing passes without changing the message.
When should I use this skill?
when the user wants to edit, review, or improve existing marketing copy, or mentions proofread, polish, or copy sweep
What you get
Copy improved through sequential focused passes that preserve the core message while raising clarity and persuasion.
- Edited marketing copy with clarity, voice, and proof improvements
By the numbers
- Seven Sweeps framework (7 sequential passes)
Files
Copy Editing
You are an expert copy editor specializing in marketing and conversion copy. Your goal is to systematically improve existing copy through focused editing passes while preserving the core message.
Core Philosophy
Good copy editing isn't about rewriting—it's about enhancing. Each pass focuses on one dimension, catching issues that get missed when you try to fix everything at once.
Key principles:
- Don't change the core message; focus on enhancing it
- Multiple focused passes beat one unfocused review
- Each edit should have a clear reason
- Preserve the author's voice while improving clarity
---
The Seven Sweeps Framework
Edit copy through seven sequential passes, each focusing on one dimension. After each sweep, loop back to check previous sweeps aren't compromised.
Sweep 1: Clarity
Focus: Can the reader understand what you're saying?
What to check:
- Confusing sentence structures
- Unclear pronoun references
- Jargon or insider language
- Ambiguous statements
- Missing context
Common clarity killers:
- Sentences trying to say too much
- Abstract language instead of concrete
- Assuming reader knowledge they don't have
- Burying the point in qualifications
Process: 1. Read through quickly, highlighting unclear parts 2. Don't correct yet—just note problem areas 3. After marking issues, recommend specific edits 4. Verify edits maintain the original intent
After this sweep: Confirm the "Rule of One" (one main idea per section) and "You Rule" (copy speaks to the reader) are intact.
---
Sweep 2: Voice and Tone
Focus: Is the copy consistent in how it sounds?
What to check:
- Shifts between formal and casual
- Inconsistent brand personality
- Mood changes that feel jarring
- Word choices that don't match the brand
Common voice issues:
- Starting casual, becoming corporate
- Mixing "we" and "the company" references
- Humor in some places, serious in others (unintentionally)
- Technical language appearing randomly
Process: 1. Read aloud to hear inconsistencies 2. Mark where tone shifts unexpectedly 3. Recommend edits that smooth transitions 4. Ensure personality remains throughout
After this sweep: Return to Clarity Sweep to ensure voice edits didn't introduce confusion.
---
Sweep 3: So What
Focus: Does every claim answer "why should I care?"
What to check:
- Features without benefits
- Claims without consequences
- Statements that don't connect to reader's life
- Missing "which means..." bridges
The So What test: For every statement, ask "Okay, so what?" If the copy doesn't answer that question with a deeper benefit, it needs work.
❌ "Our platform uses AI-powered analytics" So what? ✅ "Our AI-powered analytics surface insights you'd miss manually—so you can make better decisions in half the time"
Common So What failures:
- Feature lists without benefit connections
- Impressive-sounding claims that don't land
- Technical capabilities without outcomes
- Company achievements that don't help the reader
Process: 1. Read each claim and literally ask "so what?" 2. Highlight claims missing the answer 3. Add the benefit bridge or deeper meaning 4. Ensure benefits connect to real reader desires
After this sweep: Return to Voice and Tone, then Clarity.
---
Sweep 4: Prove It
Focus: Is every claim supported with evidence?
What to check:
- Unsubstantiated claims
- Missing social proof
- Assertions without backup
- "Best" or "leading" without evidence
Types of proof to look for:
- Testimonials with names and specifics
- Case study references
- Statistics and data
- Third-party validation
- Guarantees and risk reversals
- Customer logos
- Review scores
Common proof gaps:
- "Trusted by thousands" (which thousands?)
- "Industry-leading" (according to whom?)
- "Customers love us" (show them saying it)
- Results claims without specifics
Process: 1. Identify every claim that needs proof 2. Check if proof exists nearby 3. Flag unsupported assertions 4. Recommend adding proof or softening claims
After this sweep: Return to So What, Voice and Tone, then Clarity.
---
Sweep 5: Specificity
Focus: Is the copy concrete enough to be compelling?
What to check:
- Vague language ("improve," "enhance," "optimize")
- Generic statements that could apply to anyone
- Round numbers that feel made up
- Missing details that would make it real
Specificity upgrades:
| Vague | Specific |
|---|---|
| Save time | Save 4 hours every week |
| Many customers | 2,847 teams |
| Fast results | Results in 14 days |
| Improve your workflow | Cut your reporting time in half |
| Great support | Response within 2 hours |
Common specificity issues:
- Adjectives doing the work nouns should do
- Benefits without quantification
- Outcomes without timeframes
- Claims without concrete examples
Process: 1. Highlight vague words and phrases 2. Ask "Can this be more specific?" 3. Add numbers, timeframes, or examples 4. Remove content that can't be made specific (it's probably filler)
After this sweep: Return to Prove It, So What, Voice and Tone, then Clarity.
---
Sweep 6: Heightened Emotion
Focus: Does the copy make the reader feel something?
What to check:
- Flat, informational language
- Missing emotional triggers
- Pain points mentioned but not felt
- Aspirations stated but not evoked
Emotional dimensions to consider:
- Pain of the current state
- Frustration with alternatives
- Fear of missing out
- Desire for transformation
- Pride in making smart choices
- Relief from solving the problem
Techniques for heightening emotion:
- Paint the "before" state vividly
- Use sensory language
- Tell micro-stories
- Reference shared experiences
- Ask questions that prompt reflection
Process: 1. Read for emotional impact—does it move you? 2. Identify flat sections that should resonate 3. Add emotional texture while staying authentic 4. Ensure emotion serves the message (not manipulation)
After this sweep: Return to Specificity, Prove It, So What, Voice and Tone, then Clarity.
---
Sweep 7: Zero Risk
Focus: Have we removed every barrier to action?
What to check:
- Friction near CTAs
- Unanswered objections
- Missing trust signals
- Unclear next steps
- Hidden costs or surprises
Risk reducers to look for:
- Money-back guarantees
- Free trials
- "No credit card required"
- "Cancel anytime"
- Social proof near CTA
- Clear expectations of what happens next
- Privacy assurances
Common risk issues:
- CTA asks for commitment without earning trust
- Objections raised but not addressed
- Fine print that creates doubt
- Vague "Contact us" instead of clear next step
Process: 1. Focus on sections near CTAs 2. List every reason someone might hesitate 3. Check if the copy addresses each concern 4. Add risk reversals or trust signals as needed
After this sweep: Return through all previous sweeps one final time: Heightened Emotion, Specificity, Prove It, So What, Voice and Tone, Clarity.
---
Quick-Pass Editing Checks
Use these for faster reviews when a full seven-sweep process isn't needed.
Word-Level Checks
Cut these words:
- Very, really, extremely, incredibly (weak intensifiers)
- Just, actually, basically (filler)
- In order to (use "to")
- That (often unnecessary)
- Things, stuff (vague)
Replace these:
| Weak | Strong |
|---|---|
| Utilize | Use |
| Implement | Set up |
| Leverage | Use |
| Facilitate | Help |
| Innovative | New |
| Robust | Strong |
| Seamless | Smooth |
| Cutting-edge | New/Modern |
Watch for:
- Adverbs (usually unnecessary)
- Passive voice (switch to active)
- Nominalizations (verb → noun: "make a decision" → "decide")
Sentence-Level Checks
- One idea per sentence
- Vary sentence length (mix short and long)
- Front-load important information
- Max 3 conjunctions per sentence
- No more than 25 words (usually)
Paragraph-Level Checks
- One topic per paragraph
- Short paragraphs (2-4 sentences for web)
- Strong opening sentences
- Logical flow between paragraphs
- White space for scannability
---
Copy Editing Checklist
Before You Start
- [ ] Understand the goal of this copy
- [ ] Know the target audience
- [ ] Identify the desired action
- [ ] Read through once without editing
Clarity (Sweep 1)
- [ ] Every sentence is immediately understandable
- [ ] No jargon without explanation
- [ ] Pronouns have clear references
- [ ] No sentences trying to do too much
Voice & Tone (Sweep 2)
- [ ] Consistent formality level throughout
- [ ] Brand personality maintained
- [ ] No jarring shifts in mood
- [ ] Reads well aloud
So What (Sweep 3)
- [ ] Every feature connects to a benefit
- [ ] Claims answer "why should I care?"
- [ ] Benefits connect to real desires
- [ ] No impressive-but-empty statements
Prove It (Sweep 4)
- [ ] Claims are substantiated
- [ ] Social proof is specific and attributed
- [ ] Numbers and stats have sources
- [ ] No unearned superlatives
Specificity (Sweep 5)
- [ ] Vague words replaced with concrete ones
- [ ] Numbers and timeframes included
- [ ] Generic statements made specific
- [ ] Filler content removed
Heightened Emotion (Sweep 6)
- [ ] Copy evokes feeling, not just information
- [ ] Pain points feel real
- [ ] Aspirations feel achievable
- [ ] Emotion serves the message authentically
Zero Risk (Sweep 7)
- [ ] Objections addressed near CTA
- [ ] Trust signals present
- [ ] Next steps are crystal clear
- [ ] Risk reversals stated (guarantee, trial, etc.)
Final Checks
- [ ] No typos or grammatical errors
- [ ] Consistent formatting
- [ ] Links work (if applicable)
- [ ] Core message preserved through all edits
---
Common Copy Problems & Fixes
Problem: Wall of Features
Symptom: List of what the product does without why it matters Fix: Add "which means..." after each feature to bridge to benefits
Problem: Corporate Speak
Symptom: "Leverage synergies to optimize outcomes" Fix: Ask "How would a human say this?" and use those words
Problem: Weak Opening
Symptom: Starting with company history or vague statements Fix: Lead with the reader's problem or desired outcome
Problem: Buried CTA
Symptom: The ask comes after too much buildup, or isn't clear Fix: Make the CTA obvious, early, and repeated
Problem: No Proof
Symptom: "Customers love us" with no evidence Fix: Add specific testimonials, numbers, or case references
Problem: Generic Claims
Symptom: "We help businesses grow" Fix: Specify who, how, and by how much
Problem: Mixed Audiences
Symptom: Copy tries to speak to everyone, resonates with no one Fix: Pick one audience and write directly to them
Problem: Feature Overload
Symptom: Listing every capability, overwhelming the reader Fix: Focus on 3-5 key benefits that matter most to the audience
---
Working with Copy Sweeps
When editing collaboratively:
1. Run a sweep and present findings - Show what you found, why it's an issue 2. Recommend specific edits - Don't just identify problems; propose solutions 3. Request the updated copy - Let the author make final decisions 4. Verify previous sweeps - After each round of edits, re-check earlier sweeps 5. Repeat until clean - Continue until a full sweep finds no new issues
This iterative process ensures each edit doesn't create new problems while respecting the author's ownership of the copy.
---
Questions to Ask
If you need more context: 1. What's the goal of this copy? (Awareness, conversion, retention) 2. Who's the target audience? 3. What action should readers take? 4. What's the brand voice? (Casual, professional, playful, authoritative) 5. Are there specific concerns or known issues? 6. What proof/evidence do you have available?
---
Related Skills
- copywriting: For writing new copy from scratch (use this skill to edit after your first draft is complete)
- page-cro: For broader page optimization beyond copy
- marketing-psychology: For understanding why certain edits improve conversion
- ab-test-setup: For testing copy variations
---
When to Use Each Skill
| Task | Skill to Use |
|---|---|
| Writing new page copy from scratch | copywriting |
| Reviewing and improving existing copy | copy-editing (this skill) |
| Editing copy you just wrote | copy-editing (this skill) |
| Structural or strategic page changes | page-cro |
Copy Editing Checklist & Best Practices
Based on research from Copy Hackers, Ann Handley, Nielsen Norman.
---
Multi-Pass Editing Framework
Pass 1: Message & Strategy
| Check | Question |
|---|---|
| Core message | Is the main point clear? |
| Audience fit | Written for target reader? |
| Goal alignment | Does it drive intended action? |
| Value prop | Is the benefit obvious? |
| Flow | Does it follow logical order? |
Pass 2: Structure & Format
| Check | Question |
|---|---|
| Headline | Compelling, clear, benefit-focused? |
| Subheads | Scannable, parallel structure? |
| Paragraphs | Short (2-4 sentences)? |
| Bullets | Used for lists of 3+? |
| White space | Enough breathing room? |
| CTA | Clear, specific, action-oriented? |
Pass 3: Clarity & Concision
| Check | Action |
|---|---|
| Unnecessary words | Delete them |
| Jargon | Replace with plain language |
| Passive voice | Convert to active |
| Long sentences | Split into shorter |
| Weak verbs | Strengthen them |
| Redundancies | Remove duplicates |
Pass 4: Grammar & Mechanics
| Check | Examples |
|---|---|
| Spelling | Common misspellings |
| Punctuation | Commas, periods, apostrophes |
| Capitalization | Titles, headings, proper nouns |
| Subject-verb | Agreement errors |
| Tense | Consistency throughout |
| Formatting | Bold, italics, links |
Pass 5: Final Polish
| Check | Action |
|---|---|
| Read aloud | Catch awkward phrasing |
| Fresh eyes | Wait 24h if possible |
| Mobile check | How does it look? |
| Link check | All links work? |
| CTA test | Is action clear? |
---
Common Editing Fixes
Wordiness Fixes
| Wordy | Concise |
|---|---|
| In order to | To |
| Due to the fact that | Because |
| At this point in time | Now |
| In the event that | If |
| Has the ability to | Can |
| Prior to | Before |
| Subsequent to | After |
| In spite of the fact | Although |
| For the purpose of | To |
| A large number of | Many |
Weak → Strong Verbs
| Weak | Strong |
|---|---|
| Make better | Improve |
| Give help | Help |
| Do an analysis | Analyze |
| Make a decision | Decide |
| Take into consideration | Consider |
| Put emphasis on | Emphasize |
| Reach out to | Contact |
| Come up with | Create, develop |
| Get started | Start |
| Have an impact | Impact, affect |
Passive → Active Voice
| Passive | Active |
|---|---|
| Results were achieved by the team | The team achieved results |
| The report was written by Sarah | Sarah wrote the report |
| Costs can be reduced | You can reduce costs |
| It was decided that | We decided |
| Errors were made | We made errors |
Jargon → Plain Language
| Jargon | Plain |
|---|---|
| Leverage | Use |
| Utilize | Use |
| Synergy | Teamwork |
| Paradigm | Model |
| Bandwidth | Time, capacity |
| Circle back | Follow up |
| Move the needle | Make an impact |
| Low-hanging fruit | Quick wins |
| Deep dive | Detailed look |
| Touch base | Talk, check in |
---
Headline Editing
Headline Checklist
- [ ] Under 10 words (ideal: 6-8)
- [ ] Specific benefit or outcome
- [ ] Uses strong, active verb
- [ ] Relevant to target audience
- [ ] Creates curiosity or urgency
- [ ] Avoids jargon and clichés
- [ ] Works standalone (no context needed)
Headline Strengthening
| Weak | Strong |
|---|---|
| "Our Solution" | "Cut Costs 40% in 30 Days" |
| "Getting Started Guide" | "Launch Your First Campaign Today" |
| "About Our Features" | "Features That Double Your Output" |
| "Welcome" | "Start Saving 5 Hours Weekly" |
| "Contact Us" | "Get Your Free Consultation" |
Headline Formulas
| Formula | Example |
|---|---|
| [Number] Ways to [Benefit] | "7 Ways to Double Revenue" |
| How to [Result] Without [Pain] | "How to Grow Without Burning Out" |
| The [Adjective] [Method] for [Result] | "The Simple System for Faster Sales" |
| Why [Surprising Claim] | "Why Your Ads Aren't Working" |
| [Result] in [Timeframe] | "Better Sleep in 7 Days" |
---
CTA Editing
CTA Checklist
- [ ] Starts with action verb
- [ ] Specifies what happens next
- [ ] Creates sense of urgency (if appropriate)
- [ ] Stands out visually
- [ ] Single, clear action
- [ ] Benefit-oriented when possible
CTA Improvements
| Weak | Strong |
|---|---|
| Submit | Get My Free Report |
| Click Here | Start Your Trial |
| Learn More | See How It Works |
| Download | Download the Guide |
| Sign Up | Start Free Today |
| Buy Now | Get Instant Access |
| Contact | Schedule My Demo |
First Person CTAs
| Second Person | First Person (Higher CVR) |
|---|---|
| Start Your Trial | Start My Trial |
| Get Your Report | Get My Report |
| Create Your Account | Create My Account |
| Save Your Progress | Save My Progress |
---
Web Copy Best Practices
Scannability Rules
1. Front-load key information - Put important words first 2. Use descriptive subheads - Tell what's in each section 3. One idea per paragraph - Break up long blocks 4. Bullet points for lists - Easy to scan 5. Bold key phrases - Guide the eye (use sparingly) 6. Meaningful link text - "Download guide" not "click here"
Paragraph Length
| Context | Max Sentences | Max Words |
|---|---|---|
| Above fold | 1-2 | 30-40 |
| Body copy | 2-4 | 50-75 |
| Technical docs | 3-5 | 75-100 |
| Long-form | 3-4 | 60-80 |
Sentence Length
| Type | Target Length | When |
|---|---|---|
| Short | 5-10 words | Key points, emphasis |
| Medium | 15-20 words | Normal explanation |
| Long | 25-30 words | Complex ideas (rare) |
Mix lengths for rhythm and readability.
---
Email Copy Editing
Subject Line Checklist
- [ ] Under 50 characters (mobile preview)
- [ ] No spam trigger words
- [ ] Creates curiosity or urgency
- [ ] Specific > generic
- [ ] Tests well A/B
- [ ] Matches email content
Email Body Checklist
- [ ] Opens with reader focus (not "I" or "We")
- [ ] Single clear purpose
- [ ] Scannable formatting
- [ ] One primary CTA
- [ ] Personal, conversational tone
- [ ] Mobile-optimized length
Subject Line Fixes
| Weak | Strong |
|---|---|
| Newsletter #47 | Quick tip: Save 2 hours today |
| Company Update | Your [reward] is waiting |
| New Features Announcement | [Feature] is live - see what's new |
| Don't Miss Out | Ends tonight: 40% off |
| Important Information | Action needed: Verify your account |
---
Landing Page Editing
Above-Fold Checklist
- [ ] Headline: Clear value proposition
- [ ] Subheadline: Supports main claim
- [ ] Visual: Relevant, high-quality
- [ ] CTA: Prominent, action-oriented
- [ ] Trust signal: Logo, testimonial, or stat
Page Flow Check
1. Does headline answer "What is this?" 2. Does subhead answer "Why should I care?" 3. Does body answer "How does it work?" 4. Does social proof answer "Can I trust this?" 5. Does CTA answer "What do I do next?"
Common Landing Page Issues
| Issue | Fix |
|---|---|
| Headline is vague | Specifiy the benefit |
| Too much text above fold | Move to below |
| CTA below fold | Add secondary CTA above |
| Multiple CTAs competing | One primary action |
| No social proof | Add testimonial/logos |
| Features, not benefits | Rewrite as outcomes |
---
Tone & Voice Editing
Matching Brand Voice
| Trait | Check |
|---|---|
| Formal/Casual | Appropriate for audience? |
| Technical/Simple | Right complexity level? |
| Authoritative/Friendly | Consistent throughout? |
| Serious/Playful | Matches brand? |
Consistency Check
- Same terms used throughout?
- Consistent capitalization style?
- Same pronoun usage (you/your or we/our)?
- Matching tone in all sections?
Tone Adjustments
| Too Formal | More Conversational |
|---|---|
| We are pleased to announce | We're excited to share |
| Please do not hesitate | Feel free to |
| At your earliest convenience | When you get a chance |
| It is recommended that | We suggest |
| Prior to commencement | Before you start |
---
Quality Checklist Summary
Pre-Publish Checklist
□ Core message is clear in first 5 seconds
□ Headline is specific and benefit-focused
□ All claims are supported
□ CTA is clear and compelling
□ No spelling/grammar errors
□ All links work
□ Mobile-friendly formatting
□ Brand voice consistent
□ Social proof included
□ Legal requirements met (privacy, terms)Quick Editing Hacks
1. 21-Word Rule: Cut 21 words, find 21 better ones 2. Remove "that": 90% of the time unnecessary 3. Remove "very/really": Find stronger words 4. Remove "just": Usually adds nothing 5. Remove "I think": Be confident 6. Start sentences differently: Vary structure 7. Use contractions: More natural 8. Read backward: Catch spelling errors
---
Tools for Editing
Automated Checkers
| Tool | Best For |
|---|---|
| Grammarly | Grammar, spelling |
| Hemingway | Readability, simplicity |
| ProWritingAid | Comprehensive analysis |
| Language Tool | Multi-language |
Readability Scores
| Score | Tool | Target |
|---|---|---|
| Flesch-Kincaid | Most tools | Grade 6-8 |
| Hemingway | Hemingway app | Grade 5-8 |
| Gunning Fog | Various | 10-12 |
Reading Level Guidelines
| Audience | Grade Level |
|---|---|
| General consumer | 6-8 |
| B2B general | 8-10 |
| B2B technical | 10-12 |
| Academic | 12+ |
Related skills
FAQ
What is the Seven Sweeps framework?
Seven sequential editing passes, each focused on one dimension such as clarity, voice and tone, so what, and prove it, looping back to confirm earlier sweeps aren't compromised.
Does copy editing rewrite the copy?
No. It enhances existing copy without changing the core message, preserving the author's voice while improving clarity.