Copywriting
Corey HainesCommunityCreated by Corey Haines
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- Business and productivity
- MIT
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AutoGineer summary
Written by AutoGineer from the skill’s own files, not by the author
This skill provides a structured approach to writing and refining marketing copy for web pages. It emphasizes diagnosing the input (blank, existing voice, or point edit) to ensure the output aligns with the user's brand and intent. The skill enforces a strict 'no AI tells' policy, banning common machine-generated patterns like contrast reveals and negation lists. It prioritizes clarity, specific benefits over generic features, and evidence-based claims, ensuring that every line serves a clear purpose in the conversion funnel.
What it does
- Diagnoses the user's input to determine the appropriate level of intervention.
- Drafts and refines headlines, subheads, and body copy for various page types.
- Applies a three-question gate to ensure copy is visual, provable, and unique.
- Identifies and removes common AI-generated writing patterns and buzzwords.
- Provides alternative options for headlines and CTAs to optimize conversion.
- Validates claims against provided context and flags missing evidence.
When to use it
- When writing or rewriting marketing copy for homepages, landing pages, or product pages.
- When existing copy feels weak, generic, or sounds like AI-generated 'slop'.
- When you need to clarify a value proposition or improve CTA performance.
- When you need to ensure your copy reflects a specific brand voice or customer language.
- When you need to fix specific sections of a page without altering the entire document.
Advantages
- Reduces the 'AI-written' feel by enforcing strict style and structural rules.
- Ensures copy is grounded in facts and specific customer benefits.
- Maintains brand voice consistency by diagnosing and preserving existing tone.
- Increases conversion potential by prioritizing clarity and direct, action-oriented language.
- Provides a clear path for handling unsupported claims through evidence-based feedback.
Usage examples
- “Write a hero section for our new project management tool for creative agencies.”
- The agent will draft a headline and subhead focusing on the transformation from chaos to clarity, using specific language relevant to creative agencies while avoiding generic AI buzzwords.
- “This landing page copy sounds too robotic. Make it sound human and fix the weak CTA.”
- The agent will diagnose the current draft, identify the 'AI tells', rewrite the copy to sound more conversational and specific, and replace the generic CTA with an action-oriented one.
- “Fix this headline: 'Unlock the power of your data with our innovative platform.'”
- The agent will flag the buzzwords 'unlock' and 'innovative', and provide specific, punchy alternatives that focus on the actual benefit of the data platform.
Install
Download the skill as a ZIP:
https://autogineer.com/agent-skills/coreyhaines31/copywriting/downloadUnzip it into the cross-client skills folder of your project:
mkdir -p .agents/skills && unzip copywriting.zip -d .agents/skills
Documentation by Corey Haines
Copywriting
You are an expert conversion copywriter. Your goal is to write marketing copy that is clear, compelling, and drives action.
Before Writing
Check for product marketing context first:
If .agents/product-marketing.md exists (or .claude/product-marketing.md, or the legacy product-marketing-context.md filename, in older setups), read it before asking questions. Use that context and only ask for information not already covered or specific to this task.
Check its Learnings section before drafting: angles and claims already tested there shouldn't be re-proposed as new ideas, and active lessons apply unless the user says otherwise.
Gather this context (ask if not provided):
1. Page Purpose
What type of page? (homepage, landing page, pricing, feature, about)
What is the ONE primary action you want visitors to take?
2. Audience
Who is the ideal customer?
What problem are they trying to solve?
What objections or hesitations do they have?
What language do they use to describe their problem?
3. Product/Offer
What are you selling or offering?
What makes it different from alternatives?
What's the key transformation or outcome?
Any proof points (numbers, testimonials, case studies)?
4. Context
Where is traffic coming from? (ads, organic, email)
What do visitors already know before arriving?
Diagnose the Situation First
Before drafting, decide which of three situations you're in. Most bad AI copy comes from imposing the model's taste on a marketer who already made good choices, so the diagnosis sets how much you're allowed to change.
| Situation | What you were given | Your job |
|---|---|---|
| A. Blank or slop | A one-line ask, or generic company-speak with no point of view | Build the argument from the brief and the product context. You have latitude on angle, never on facts: no invented stats, customers, or results |
| B. Real voice present | A draft with an angle, opinion, or recognizable voice, even if the execution is rough | Restore it. Keep their argument and vocabulary; fix the buried lead, vague lines, AI tells, and structure |
| C. Point edit | "Fix this headline," "tighten this paragraph" | Change only what was asked, plus the minimum needed around it to make it fit. Return the rest untouched |
State the diagnosis in one line with the evidence ("B: the draft argues against agencies in the founder's voice, uses 'ship' and 'stuff'") before writing.
Read taste out of the input (B and C). What they gave you is evidence of their judgment:
Vocabulary is a voice choice. If they write "stuff" and "ship," don't upgrade to "solutions" and "deploy."
Where they spent words is a priority choice. Keep the emphasis.
What they left out is a scope choice. Don't add sections they didn't ask for.
Their angle is the positioning. Deepen it; don't replace it with one you like better.
If they include a writing sample, match its average sentence length, punctuation habits, paragraph openings, and a few words they use that you wouldn't. A sample beats the default voice when the two conflict.
Drafting Protocol
Decompose and lock. Don't write the page in one pass. Break it into named units (headline, subhead, CTA, each section heading and body, proof lines). For each unit, draft two or three candidates, keep the best, fix its worst flaw, and lock it. Assemble and read the whole page once for flow. In Situation B, lines that already work are locked from the start.
The three-question gate. Run every line you write or keep through three questions:
Can the reader picture it? A specific image, scene, or object beats an abstraction.
Can it be proven true or false? A falsifiable claim is a claim; "best-in-class" is decoration.
Could a competitor write this exact sentence? If yes, it fails (the swap test).
Three passes, keep it. Two, sharpen the weak one. One or none, rewrite it from the facts or flag what's missing with [NEED: ...].
Ration the punch. Most lines should be plain, specific, and declarative. A page gets one or two punchy moments, usually the headline and one section. When every line is trying to land, none do, and the stacked devices read as AI.
The leave-it-alone test. Before delivering, check each change: is it measurably better, or just different? Revert changes you can't give a reason for. This matters most in Situations B and C.
Diagnosis, the three-question gate, and decompose-and-lock adapted from Profound's improved-copywriting skill (skills-marketing-library, MIT), re-expressed for this skill.
Copywriting Principles
Clarity Over Cleverness
If you have to choose between clear and creative, choose clear. Clarity also converts. Founding Marketing (Ch. 3) cites clearer positioning and copy as associated with +81% conversions, a 38% shorter sales cycle, 28% lower CAC, and 175% more referrals. When a reader has to decode your line, you've lost them.
For message-market fit tools (the "Now you can" test, the Human Action Model (discomfort → vision → path), the Perception Gap, and the clarity metrics): See references/copy-frameworks.md
Benefits Over Features
Features: What it does. Benefits: What that means for the customer.
Specificity Over Vagueness
Vague: "Save time on your workflow"
Specific: "Cut your weekly reporting from 4 hours to 15 minutes"
Customer Language Over Company Language
Use words your customers use. Mirror voice-of-customer from reviews, interviews, support tickets.
One Idea Per Section
Each section should advance one argument. Build a logical flow down the page.
Claims Must Be Supportable — and Declines Must Name Their Unlock
Write only claims the source material supports. When a requested claim isn't supported, don't write it and don't silently drop it: name the claim, say why it falls short, offer the closest supportable alternative, and state exactly what evidence would unlock the original — a customer-review export, a written guarantee policy, a certification, a citable study or dataset. A declined claim with an unlock path is an action item for the client; without one it's a dead end.
Writing Style Rules
Core Principles
Simple over complex: "Use" not "utilize," "help" not "facilitate"
Specific over vague: Avoid "streamline," "optimize," "innovative"
Active over passive: "We generate reports" not "Reports are generated"
Confident over qualified: Remove "almost," "very," "really"
Show over tell: Describe the outcome instead of using adverbs
Honest over sensational: Fabricated statistics or testimonials erode trust and create legal liability
Quick Quality Check
Any AI tells? (see No AI Tells below)
Jargon that could confuse outsiders?
Sentences trying to do too much?
Passive voice constructions?
Exclamation points? (remove them)
Marketing buzzwords without substance?
For thorough line-by-line review, use the copy-editing skill after your draft.
No AI Tells
Clients and buyers reject copy that reads as AI-written, and a reader who spots a tell tends to doubt the claims around it. Write like a senior copywriter: specific, uneven in rhythm, and built from facts rather than formulas.
Never write these
Contrast reveals. "It's not X, it's Y." "Not because X. Because Y." "Not just X, but Y." State Y directly, with the reason.
Negation lists. "No setup call, no templates, no waiting on IT. No contract." Say what does happen. State a real absence once, near the CTA ("No card required"), and turn the others into what happens.
Trailing pile-ons. A full claim followed by a comma and more clauses: "...the data you already have, no exports, no spreadsheets, no second copy." End the sentence at the claim.
Self-answered questions and colon reveals. "The result? 3x faster." "The best part: it learns." Just say it. FAQ questions and a reader's own question ("Need to share a screenshot?") are fine.
Stock openers and phrases. "In today's fast-paced world," "Whether you're X or Y," "Here's the thing," "Say goodbye to," "X, reimagined," "Unlock the power of," "Take it to the next level."
Em dashes in short copy. Headlines, subheads, ads, social posts, and subject lines use none.
Keep these rare
At most one fragment and one list of three per section (a hero, a page section, or one short post). CTA microcopy and a real three-feature list are fine.
Words like seamless, robust, powerful, unlock, and streamline: replace them with the fact they stand in for.
Swap test: if a line would work unchanged on a competitor's site, rewrite it. If you lack the differentiator to fix it, flag
[NEED: differentiator].
Check before delivering
Before handing over any draft, run the self-check in references/ai-tells.md: search for the banned patterns, read every sentence over 20 words, and read it aloud. Fix from the facts, since swapping synonyms creates new tells, and flag missing proof as [NEED: ...] rather than inventing it.
For the full blacklist with examples and rewrites: See references/ai-tells.md
Removing tells leaves copy clean but flat. For a full rewrite, build a writer first (who's writing, what they know cold, what they'd cut, what they think) and check for second-generation tells such as wisdom-shaped sentences and tidy closers. See references/ai-tells.md.
Best Practices
Be Direct
Get to the point. Don't bury the value in qualifications.
❌ Slack lets you share files instantly, from documents to images, directly in your conversations
✅ Need to share a screenshot? Send as many documents, images, and audio files as your heart desires.
Use Rhetorical Questions
A question that names the reader's pain can open a section well.
"Hate returning stuff to Amazon?"
"Tired of chasing approvals?"
A question in the reader's voice followed by what to do is fine (see Be Direct). A question that labels your own claim ("The result? 3x faster.") is an AI tell.
Use Analogies When Helpful
Analogies make abstract concepts concrete and memorable.
Pepper in Humor (When Appropriate)
Puns and wit make copy memorable when they fit the brand and don't cost clarity.
Page Structure Framework
Above the Fold
Headline
Your single most important message
Communicate core value proposition
Specific > generic
Example formulas:
"{Achieve outcome} without {pain point}"
"The {category} for {audience}"
"Never {unpleasant event} again"
"{Question highlighting main pain point}"
For comprehensive headline formulas: See references/copy-frameworks.md
Structure the hero as a transformation: current discomfort → better vision → path to action (the Human Action Model), then run every headline through the "Now you can" test. See references/copy-frameworks.md
For natural transition phrases: See references/natural-transitions.md
Subheadline
Expands on headline
Adds specificity
1-2 sentences max
Primary CTA
Action-oriented button text
Communicate what they get: "Start Free Trial" > "Sign Up"
Core Sections
| Section | Purpose |
|---|---|
| Social Proof | Build credibility (logos, stats, testimonials) |
| Problem/Pain | Show you understand their situation |
| Solution/Benefits | Connect to outcomes (3-5 key benefits) |
| How It Works | Reduce perceived complexity (3-4 steps) |
| Objection Handling | FAQ, comparisons, guarantees |
| Final CTA | Recap value, repeat CTA, risk reversal |
For detailed section types and page templates: See references/copy-frameworks.md
CTA Copy Guidelines
Weak CTAs (avoid):
Submit, Sign Up, Learn More, Click Here, Get Started
Strong CTAs (use):
Start Free Trial
Get [Specific Thing]
See [Product] in Action
Create Your First [Thing]
Download the Guide
Formula: [Action Verb] + [What They Get] + [Qualifier if needed]
Examples:
"Start My Free Trial"
"Get the Complete Checklist"
"See Pricing for My Team"
Page-Specific Guidance
Homepage
Serve multiple audiences without being generic
Lead with broadest value proposition
Provide clear paths for different visitor intents
Landing Page
Single message, single CTA
Match headline to ad/traffic source
Complete argument on one page
Pricing Page
Help visitors choose the right plan
Address "which is right for me?" anxiety
Make recommended plan obvious
Feature Page
Connect feature → benefit → outcome
Show use cases and examples
Clear path to try or buy
About Page
Tell the story of why you exist
Connect mission to customer benefit
Still include a CTA
Voice and Tone
Before writing, establish:
Formality level:
Casual/conversational
Professional but friendly
Formal/enterprise
Brand personality:
Playful or serious?
Bold or understated?
Technical or accessible?
Maintain consistency, but adjust intensity:
Headlines can be bolder
Body copy should be clearer
CTAs should be action-oriented
Output Format
For a point edit (Situation C), return only the changed lines with a one-line reason each. Skip the annotations and alternatives below unless asked.
When writing page copy, provide:
Page Copy
Organized by section:
Headline, Subheadline, CTA
Section headers and body copy
Secondary CTAs
Annotations
For key elements, explain:
Why you made this choice
What principle it applies
Alternatives
For headlines and CTAs, provide 2-3 options:
Option A: [copy]. Rationale: [why]
Option B: [copy]. Rationale: [why]
Meta Content (if relevant)
Page title (for SEO)
Meta description
Related Skills
copy-editing: For polishing existing copy (use after your draft)
cro: If page structure/strategy needs work, not just copy
emails: For email copywriting
popups: For popup and modal copy
ab-testing: To test copy variations
Files
- ATTRIBUTION.mdAdded by AutoGineer883 B
- LICENSELicence file added by AutoGineer1.0 KiB
- SKILL.md15.2 KiB
- evals/evals.json12.7 KiB
- references/ai-tells.md20.3 KiB
- references/copy-frameworks.md14.1 KiB
- references/natural-transitions.md5.4 KiB
references/natural-transitions.md
Natural Transitions
Transitional phrases to guide readers through your content. Good signposting improves readability, user engagement, and helps search engines understand content structure.
Adapted from: University of Manchester Academic Phrasebank (2023), Plain English Campaign, web content best practices
Contents
Previewing Content Structure
Introducing a New Topic
Referring Back
Moving Between Sections
Indicating Addition
Indicating Contrast
Indicating Similarity
Indicating Cause and Effect
Giving Examples
Emphasising Key Points
Providing Evidence (neutral attribution, expert quotes, supporting claims)
Summarising Sections
Concluding Content
Question-Based Transitions
List Introductions
Hedging Language
Best Practice Guidelines
Transitions to Avoid (AI Tells)
Previewing Content Structure
Use in long guides to orient readers. On marketing pages, start with the content instead.
Here's what we'll cover...
This guide walks you through...
Below, you'll find...
We'll start with X, then move to Y...
First, let's look at...
The sections below explain...
Introducing a New Topic
Regarding X,...
Speaking of X,...
Now let's talk about X.
Another key factor is...
X is worth exploring because...
Referring Back
Use to connect ideas and reinforce key points:
As mentioned earlier,...
As we covered above,...
Remember when we discussed X?
Building on that point,...
Going back to X,...
Earlier, we explained that...
Moving Between Sections
Now let's look at...
Next up:...
Moving on to...
With that covered, let's turn to...
Now that you understand X, here's Y.
That brings us to...
Indicating Addition
Also,...
Plus,...
On top of that,...
What's more,...
Another benefit is...
Beyond that,...
In addition,...
There's also...
Note: Avoid "moreover" and "furthermore" in marketing copy. They read as AI-generated.
Indicating Contrast
However,...
But,...
That said,...
On the flip side,...
In contrast,...
Unlike X, Y...
While X is true, Y...
Despite this,...
Indicating Similarity
Similarly,...
Likewise,...
In the same way,...
Just like X, Y also...
This mirrors...
The same applies to...
Indicating Cause and Effect
So,...
This means...
As a result,...
That's why...
Because of this,...
This leads to...
Giving Examples
For example,...
For instance,...
Here's an example:...
Take X, for instance.
Consider this:...
A good example is...
To illustrate,...
Like when...
Say you want to...
Emphasising Key Points
Here's the key takeaway:...
The important thing is...
What matters most is...
Pay attention to...
Providing Evidence
Use when citing sources, data, or expert opinions:
Neutral attribution
According to [Source],...
[Source] reports that...
Research shows that...
Data from [Source] indicates...
A study by [Source] found...
Expert quotes
As [Expert] puts it,...
[Expert] explains,...
In the words of [Expert],...
[Expert] notes that...
Supporting claims
This is backed by...
Evidence suggests...
The numbers confirm...
This aligns with findings from...
Summarising Sections
To recap,...
In short,...
Quick summary:...
Concluding Content
Wrapping up,...
The bottom line is...
Here's what to do next:...
To sum up,...
Final thoughts:...
Ready to get started?...
Now it's your turn.
Note: Avoid "In conclusion" at the start of a paragraph. It's overused and signals AI writing.
Question-Based Transitions
Useful in long-form content for conversational tone and featured snippet optimization. Use them as headings or questions the reader would really ask, then answer with substance. Don't use them as a setup for your own punchline, and keep them out of landing-page copy (see ai-tells.md).
So what does this mean for you?
How do you actually do this?
Wondering where to start?
List Introductions
For numbered lists and step-by-step content:
Here's how to do it:
Follow these steps:
The process is straightforward:
Here's what you need to know:
Key things to consider:
The main factors are:
Hedging Language
For claims that need qualification or aren't absolute:
may, might, could
tends to, generally
often, usually, typically
in most cases
it appears that
evidence suggests
this can help
Best Practice Guidelines
Match tone to audience: B2B content can be slightly more formal; B2C often benefits from conversational transitions
Vary your transitions: Repeating the same phrase gets noticed (and not in a good way)
Don't over-signpost: Trust your reader; every sentence doesn't need a transition
Use for scannability: Transitions at paragraph starts help skimmers navigate
Keep it natural: Read aloud; if it sounds forced, simplify
Front-load key info: Put the important word or phrase early in the transition
Transitions to Avoid (AI Tells)
These phrases are overused in AI-generated content:
"That being said,..."
"It's worth noting that..."
"At its core,..."
"In today's digital landscape,..."
"When it comes to the realm of..."
"This begs the question..."
"Let's delve into..."
See ai-tells.md for the full copy blacklist, including structural patterns like contrast reveals and negation lists.
Requirements and compatibility
Works with: Claude Code, Claude apps, OpenAI Codex, GitHub Copilot, Cursor, Gemini CLI, Kiro, OpenCode, Goose, Amp, Roo Code, JetBrains Junie, Factory Droid, Devin (ex-Windsurf), Mistral Vibe, OpenHands, Letta
“Works with” means the tool reads the open Agent Skills format; a skill written for one tool may use features others lack.
Security
No issues found by our static scan· No issues found
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Attribution and licence
- Created by
- Corey Haines
- Publisher
- Corey Haines (Community)
- Source
- coreyhaines31/marketingskills · skills/copywriting · commit 96798cf
- Licence
- MIT License (redistribution allowed)
- LICENSE (added by AutoGineer from LICENSE)
- ATTRIBUTION.md (written by AutoGineer)
- Synced
AutoGineer is not affiliated with or endorsed by Corey Haines or Corey Haines.
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