
Key Takeaways
- The copychief skill turns Claude Code into a structured copy reviewer using proven direct response frameworks
- It evaluates strategic elements (big idea, mechanism, offer stack) before touching individual lines
- Every issue flagged includes the specific line, the problem, a concrete rewrite, and the underlying principle
- Reviews end with a conversion readiness score, top 3 high-impact changes, and a kill list
- The skill is free to download and install — just drop the markdown file into your Claude Code project
- Pair it with the direct response copy skill to write AND review copy with the same proven frameworks
Why Most AI Copy Reviews Are Useless
You paste your sales page into ChatGPT. You ask it to review your copy. It comes back with something like: "Consider making the headline more compelling. The body copy could benefit from stronger emotional language. The call to action should create more urgency."
That is not a copy review. That is a horoscope. It could apply to literally any piece of copy ever written.
I have been copychiefing direct response copy for over 30 years. I have reviewed thousands of sales pages, VSL scripts, email sequences, and ads across every market from health supplements to SaaS to financial publishing. And I can tell you that the difference between a useful copy review and a useless one is not intelligence — it is framework.
A great copy chief does not just "react" to copy. They run it through a systematic evaluation: Is the big idea differentiated enough to stop the scroll? Does the mechanism make the promise believable? Is the offer stack irresistible? Does the emotional throughline maintain momentum from lead to close? Are there compliance landmines hiding in the claims?
That is what I built this skill to do.
What This Skill Does
The copychief skill turns Claude Code into a structured, ruthlessly specific copy reviewer. It does not give you vague encouragement. It gives you the same kind of feedback you would get from a senior creative director at a top direct response agency — someone who has personally written and reviewed thousands of winning controls and whose job is to make your copy convert harder, not to make it "nicer."
Here is how it works:
It classifies your copy first. Before touching a single line, it identifies the type (VSL, email, ad, landing page), the funnel position (cold traffic, warm, retargeting, upsell), the target market and their awareness level on the Schwartz scale, and the unique mechanism driving the piece. That means you stop getting generic feedback meant for a cold-traffic sales page when you actually wrote a retargeting email.
It evaluates strategic architecture. The big idea, the lead, the mechanism, the offer stack, the close, the emotional throughline — the six elements that determine whether copy converts or just looks professional. Most AI reviews skip this entirely and jump straight to word-level edits. That is like rearranging furniture on the Titanic. This skill catches the iceberg first.
It provides line-level feedback with rewrites. For every issue, you get the exact location, what is wrong and why it weakens the copy, a specific rewrite you can use or riff on, and the direct response principle being violated. Not "make this stronger" — actual copy you can paste over the weak line and keep moving.
It delivers a verdict. A conversion readiness score out of 10, the top three high-impact changes that would move the needle most, what is already working (good copy chiefs reinforce winning instincts), and a kill list of everything that should be cut. You walk away knowing exactly where to spend your next hour of editing time.
What the Difference Looks Like
Here is the same sales page headline reviewed by Claude without the skill, and then with it:
Same headline, same AI — different instructions
| Without the Skill | With the Copychief Skill |
|---|---|
| The headline could be more compelling. Consider adding urgency or a stronger benefit. | Location: Headline. Issue: The headline leads with the product name instead of a benefit — nobody searching for a solution knows or cares about your brand yet. Fix: Change from ProFunnel: The Complete Marketing System to The 3-Step Funnel That Turned $412 in Ad Spend Into $11,340 in 7 Days. Principle: Caples — self-interest beats cleverness. Lead with the result, not the label. |
| The body copy could use stronger emotional language to connect with readers. | Location: Paragraphs 3-5. Issue: The mechanism section reads like a feature spec — it lists what the system does without explaining why it works differently from the 30 other funnel builders they have already tried. Fix: Add a here is why this is different bridge after paragraph 2 that names the unique mechanism and contrasts it with the common approach. Principle: Schwartz — at Solution-Aware, you must differentiate, not just describe. |
| Consider adding more social proof to build credibility. | Location: Testimonial section. Issue: All four testimonials say great product or love it — zero specifics. No numbers, no timelines, no named results. These read like fake reviews and may actually hurt credibility. Fix: Replace with or rewrite as mini case studies — Before: 2 sales/month. After ProFunnel: 31 sales/month in 90 days. Principle: Specificity sells. Vague praise is invisible proof. |
| The call to action could create more urgency. | Location: CTA at line 84. Issue: Buy Now with a countdown timer that resets on refresh is fake scarcity — savvy buyers spot this immediately and it erodes trust across the entire page. Fix: Replace with a legitimate reason to act: The onboarding call is limited to 20 new members this month — 7 spots left. Principle: Real urgency converts. Fake urgency backfires. |
That is the difference between a horoscope and a copy review. One gives you something you can act on. The other gives you something you could have told yourself.
Who This Is For
You know that feeling when you are staring at your own sales page and something is off, but you cannot pinpoint what? This skill is for that moment:
- You are a solo founder and it is 11pm, your launch is tomorrow, and you know the copy is not ready — but you do not have a copy chief on speed dial. This gives you the structured second pair of eyes you do not have on staff.
- You are a copywriter working without a copy chief, and you need a rigorous sanity check before submitting a draft to a client. Not encouragement — real feedback with specific rewrites and the principles behind them.
- You run a team shipping copy from multiple writers and you need a consistent quality bar across every piece. The skill applies the same evaluation framework every time, regardless of who wrote the draft.
If you also need help writing the copy in the first place, grab the companion direct response copy skill — it uses the same proven frameworks to generate high-converting copy from scratch.
How to Install and Use the Skill
Step 1: Set Up the Skill File
Create a .claude/skills/ directory in your project (or wherever you work with Claude Code). Save the skill markdown below as copychief.md inside that folder.
Step 2: Ask Claude Code to Review Your Copy
With the skill installed, simply paste your copy into Claude Code and ask it to copychief, review, or critique it. The skill activates automatically. You can say things like:
- "Copychief this sales page"
- "Review this VSL script for conversion issues"
- "Critique this email sequence"
- "What is killing conversions in this ad copy?"
Step 3: Customize With Your Own Brief (Optional)
For brand-specific reviews, create a references/copychief-brief.md file alongside the skill. Include your brand voice guidelines, target audience details, compliance requirements, and any evaluation criteria unique to your business.
The Skill File
Copy the entire contents below and save it as copychief.md in your .claude/skills/ directory:
# Copychief Skill
You are acting as a world-class copy chief — the kind of senior creative director at a top direct response agency who has personally written and reviewed thousands of winning controls. Your job is to make the copy convert harder, not to make it "nicer."
## How to Review
### Step 1: Identify What You're Looking At
Before diving in, classify the piece:
- **Type**: VSL script, email, ad (Meta/Google/YouTube), landing page, upsell page, advertorial, order form copy, etc.
- **Funnel position**: Cold traffic, warm, retargeting, upsell, downsell, email follow-up
- **Target market**: Who is this written for? What's their awareness level (Schwartz scale)?
- **Mechanism**: What's the unique mechanism or big idea driving the piece?
State these upfront so both you and the user are calibrated before the review begins.
### Step 2: Big Picture Assessment
Start with what matters most — the strategic layer. Before touching a single line, evaluate:
1. **The Big Idea / Hook** — Is there a clear, compelling, differentiated big idea? Would this stop the scroll or keep someone watching? Is it "bar-stool ready" (Carlton test)?
2. **The Lead** — Does the opening create an open loop, pattern interrupt, or emotional hook strong enough to keep them reading/watching? Grade the lead type (story, proclamation, prediction, secret, problem-solution, etc.)
3. **The Mechanism** — Is there a unique mechanism that makes the promise believable and different from every other offer in the market?
4. **The Offer Stack** — Is the offer irresistible? Does it feel like a "stupid deal"? Is the value build convincing?
5. **The Close / CTA** — Is urgency real and believable? Is the risk reversal strong? Are there multiple closes?
6. **Emotional Throughline** — Does the copy maintain emotional momentum from start to finish, or does it sag in the middle?
### Step 3: Line-Level Review
Go through the copy section by section. For each issue found, provide:
- **Location**: Quote the specific line or section (use line numbers or timestamps for VSLs)
- **Issue**: What's wrong and why it weakens the copy
- **Fix**: A specific rewrite or direction — not vague advice, but actual copy the writer can use or riff on
- **Principle**: The underlying direct response principle being violated (e.g., "You're telling, not showing — Halbert's 'enter the conversation in their head' rule")
Prioritize issues by impact on conversions, not by how "wrong" they are grammatically or stylistically.
### Step 4: The Verdict
End every review with:
1. **Conversion Readiness Score**: Rate 1-10 with brief justification
2. **Top 3 High-Impact Changes**: The three changes that would move the needle most if implemented immediately
3. **What's Already Working**: Call out what the writer did well — good copy chiefs reinforce winning instincts, not just correct mistakes
4. **Kill List**: Anything that should be cut entirely — sections that drag, tangents, redundancies, or "copy that sounds like copy"
## Review Principles (Default Framework)
### The Non-Negotiables
- Every sentence must earn its place. If it doesn't advance the sale, cut it.
- Specificity sells. Vague claims are invisible claims. Push for concrete numbers, names, timeframes.
- Write like you talk. If it sounds "written," it needs a rewrite. Read it out loud — if you stumble, the reader will too.
- One idea per sentence. One theme per section. Confusion kills conversions.
- Features tell, benefits sell, but *experienced benefits* close. Always push past the benefit to the emotional payoff.
### Headline / Subject Line Standards
- Must contain a benefit, curiosity element, or both
- Must be specific to the target market (would ONLY that person stop and read?)
- Should pass the "would I click this?" test in a crowded newsfeed
- Avoid clichés and "marketer-speak" that trained prospects have learned to ignore
### Story & Proof Standards
- Stories need a relatable protagonist, a specific turning point, and emotional texture
- Testimonials should be specific (numbers, timelines, named results) not generic praise
- Every claim needs a "reason why" — either proof, logic, or mechanism
### Pacing & Structure
- The copy should accelerate toward the close, not decelerate
- Pattern interrupts should appear every 3-5 minutes (VSL) or every few paragraphs (text)
- Transitions should pull the reader forward ("But here's what happened next...")
- Open loops should be planted early and resolved at the right moment
### Compliance Awareness
- Flag any claims that could trigger FTC, platform (Meta/Google), or affiliate network (ClickBank) issues
- Suggest compliant alternatives that preserve persuasive power
- Note: Being compliant and being persuasive are not mutually exclusive — the best copy does both
## Output Format
Structure your review clearly using this flow:
```
## Piece Classification
[Type, funnel position, target market, awareness level, mechanism]
## Big Picture Assessment
[Strategic evaluation of the 6 elements above]
## Line-Level Review
[Section-by-section with Location → Issue → Fix → Principle for each item]
## The Verdict
- Conversion Readiness: X/10
- Top 3 High-Impact Changes
- What's Working
- Kill List
```
## Tone
Be direct, specific, and occasionally blunt — like a copy chief who respects the writer enough to give them the truth. No hand-holding, no fluff, but no cruelty either. The goal is to make the copy (and the writer) better.
Think: John Carlton reviewing a student's copy at a workshop. Honest, sometimes funny, always constructive, never vague.
Why Strategy Comes Before Wordsmithing
I once watched a $200K VSL launch die. The copy chief reviewed it. Tightened the transitions. Punched up the bullets. Fixed the rhythm. The copy read beautifully.
But the mechanism was a generic "proprietary blend" pitch in a market drowning in proprietary blend pitches. The big idea was undifferentiated. The lead targeted Solution-Aware prospects with an Unaware-level story that took four minutes to get to the point. No one caught it until the traffic was spent, because the review never looked past the sentence level.
That is why this skill evaluates strategic architecture first — big idea, mechanism, lead type, offer stack, close, emotional throughline — before touching a single line. No amount of wordsmithing saves a weak concept. Carlton's bar-stool test, Schwartz's awareness levels, the mechanism framework — these are the tools that catch the iceberg before you start rearranging the furniture.
The line-level review format (Location, Issue, Fix, Principle) exists because every copywriter has gotten feedback that says "the middle section needs work" without specifying which lines, what is wrong, or how to fix it. This format forces specificity — and the Principle tag means you learn why something needs changing, not just that it does.
Once the Copy Is Tight, You Need Something That Can Write the Next Draft
This skill reviews. It does not write. Once you have tightened a piece using the copychief, you will want a tool that can generate the next draft from scratch — one that already understands the direct response frameworks from Schwartz, Hopkins, Ogilvy, Halbert, Caples, and Sugarman so you are not starting from a blank page every time.
That is what the companion direct response copy skill does. Same proven principles, applied to writing instead of reviewing. Use both and you have a complete AI-powered copywriting workflow: draft, review, tighten, ship.
The Complete Skill Suite
The copychief skill is one of five free Claude Code skills I have built for direct response copywriting. Each one handles a different part of the workflow:
- Ad Copy Skill — Write Meta ads with proven hook formulas, UGC scripts, and the WHY/WHAT/HOW structure
- Landing Page Copy Skill — Write bridge pages that drive clicks from the ad to the VSL
- Compliance Checker Skill — Catch trigger words and policy violations before your ad gets rejected
- Direct Response Copy Skill — Write sales pages, VSLs, and emails from scratch
Use the writing skills to draft. Use this copychief skill to review and tighten. Use the compliance checker before you submit. See the complete skill suite overview for how the full workflow fits together.
Get the Skill
Scroll up to the skill file section, copy the full markdown, and save it as copychief.md in your .claude/skills/ directory. No signup, no paywall, no email gate.
Tomorrow morning, paste the VSL draft that has been sitting in your Google Doc for a week. In 90 seconds you will know exactly what is killing your conversions — not vague suggestions, but specific rewrites with the direct response principle behind each one. That is the difference between feedback you file away and feedback you act on.
If it helps you land a winning control or boost your conversion rate, I would appreciate a link back to this page. That is the only ask.
Found this useful?
Share it with someone who could use it too.

Rob Palmer
Rob Palmer is a veteran direct-response copywriter with 30+ years of experience and $523M+ in tracked results. His clients include Apple, IBM, Microsoft, and Citibank. He specializes in VSLs, sales funnels, and email sequences for ClickBank and DTC brands, leveraging AI to amplify battle-tested direct-response principles.
Related Articles

Free Claude Code Copywriting Skills: 5 AI Tools To Turbocharge Your Results
Download 5 free Claude Code skills for direct response copywriting — sales pages, Meta ads, landing pages, copy reviews, and compliance checking — built on 40+ years of real campaign experience.

Triple Brain Marketing: Why One Brain Will Never Be Enough Again
Your copywriter uses one brain. AI tools use another. Triple Brain Marketing combines 40 years of direct response expertise, AI-powered Claude Code skills, and a proprietary copywriting vault to deliver results no single approach can match.

Free Claude Code Ad Copy Skill: Write Meta Ads That Actually Convert
Download my free Claude Code skill for writing high-converting Meta ad copy — hooks, primary text, UGC scripts, and video ads built on proven direct response frameworks.