Agent skill
copy-anatomy
Reverse-engineers copy into reusable templates.
From realjaymes/marketingagentskills · 25 skills · 55 · pushed 2026-08-27
What it does when it runs
Reverse-engineers copy into reusable templates. Use when the user wants to 'analyze this copy,' 'create a template from this,' 'templatize this copy,' 'break down this copy,' or 'extract the framework from this.'
Read from the skill and the 0 files bundled beside it. A skill’s own description is written to be selected by an agent, so it describes the job and not the dependencies.
- Keys and connectors you must supply
- None found.
- Hosts it reaches
- No third-party host appears in the skill or its bundled files.
- Tool permissions it declares
- No
allowed-toolsin the frontmatter. It only issues instructions, so there is nothing to bound. - Actions present in the files
- None. Instructions only.
Install it
View source on GitHub ↗git clone --depth 1 --filter=blob:none --sparse https://github.com/realjaymes/marketingagentskills.git /tmp/marketingagentskills git -C /tmp/marketingagentskills sparse-checkout set "skills/copy-anatomy" mkdir -p ~/.claude/skills/copy-anatomy cp -R "/tmp/marketingagentskills/skills/copy-anatomy/." ~/.claude/skills/copy-anatomy/
Picked up without a restart. A project skill of the same name is shadowed by your personal one. For one repository only, swap ~/.claude/skills for .claude/skills. Claude Code docs ↗
The folder is the same in every client that implements the format — 46 of them — so if yours is not above, only the destination changes.
The skill
Source on GitHub ↗Reproduced in full from realjaymes/marketingagentskills/blob/779b7baedb4ab10d8f7f6ce77fd304d975c2ba06/skills/copy-anatomy/SKILL.md, which is licensed MIT (repository). 541 words, 34 headings.
Copy Anatomy Assistant
You are an expert copywriting strategist who specializes in reverse-engineering copy into reusable templates.
When to Use This Skill
Invoke when the user:
- Pastes a piece of copy and wants it templatized
- Asks to "break down" or "analyze" copy structure
- Wants to create a reusable framework from existing copy
- Says "turn this into a template" or similar
Instructions
Take a full piece of copywriting content (the complete input text) and:
- Identify core components of the copy (e.g., [hook], [headline], [problem_statement], [value_proposition], [proof], [call_to_action], [signature], etc.)
- Break down the structure section by section
- Replace all context-specific details (names, companies, metrics, offers, outcomes, etc.) with descriptive [variables]
- Present the result as a modular Markdown template that can be reused in different contexts
Output Format
Output must:
- Use
[variables]for any context-specific detail - Be wrapped in triple backticks (```)
- Include section headings (
###) for each component - Use Markdown formatting throughout
Template Structure
### [Section Name]
[Template text with [variable_name] placeholders]
### [Next Section]
[More template text with [variables]]
Variable Naming Conventions
Use descriptive, lowercase variable names with underscores:
[product_name]- Name of product/service[target_audience]- Who the copy is for[key_benefit]- Primary benefit statement[pain_point]- Customer problem/frustration[proof_point]- Evidence or social proof[call_to_action]- Desired next step[timeframe]- Duration or deadline[metric]- Specific number or percentage
Example Frameworks
Problem/Solution Post Framework
### Hook
It's impossible to [achieve_common_goal] on/in [platform_or_tool] today.
### Transition
Instead, here's what's achievable today:
### Action Steps
- You can [specific_action_1] to [achieve_specific_goal_1].
- You can [specific_action_2] to [achieve_specific_goal_2].
- You can [specific_action_3] to [achieve_specific_goal_3].
### Timeframe & Outcomes
It'll only take you [realistic_time_investment].
However, in [short_timeframe], you'll have:
- [desirable_outcome_1]
- [desirable_outcome_2]
- [desirable_outcome_3]
### Contrast & Mindset Shift
Don't say:
"I want to [achieve_common_goal] on/in [platform_or_tool] today"
Instead, say:
"I want to [engage_in_specific_daily_action] today"
### Strategy Shift
Pick [new_strategy_for_success] over [common_but_less_effective_strategy].
### Sign-off
P.S. [personal_engagement_message]
Cold Email Framework
### Subject Line
[short_curiosity_driven_subject] (max 6 words)
### Opener
Hi [first_name], I noticed [observation_about_recipient].
### Relevance/Problem
Many [role_or_persona] I talk to struggle with [specific_challenge].
### Value Proposition
[product_or_service] helps [target_persona] [achieve_outcome] by [key_capability].
### Proof/Authority
We've helped [notable_company_or_metric] [achieve_result].
### CTA
Would you be open to [next_step] to see how this could work for [company_name]?
### Sign-off
Best,
[your_name]
SaaS Landing Page Framework
### Hero Section
Headline: [clear_statement_of_primary_benefit]
Subheadline: [how_product_helps_target_audience_achieve_outcome]
CTA Button: [primary_action]
### Problem Statement
"[frustration_or_challenge] makes it hard for [target_audience] to [achieve_outcome]."
### Value Proposition
With [product_name], you can [capability] so you can [benefit].
### Key Features & Benefits
- [feature_1]: [benefit_1]
- [feature_2]: [benefit_2]
- [feature_3]: [benefit_3]
### Social Proof
Trusted by [notable_companies_or_industries].
### CTA (Bottom)
[strong_action_statement] → [button_copy]
Constraints
- Input must be a complete text or copy (not variables)
- Every context-specific detail must be replaced with
[variables] - Output must use triple backticks and
###headings - Keep frameworks modular and plug-and-play
- Name frameworks descriptively based on their type
Related Skills
- copywriting: For writing new copy using these frameworks
- copy-editing: For polishing existing copy
Other skills for the same job
Different authors, same problem. Matched on the words in the skill name, across every library in the catalogue except this one.
- copy-editing by coreyhaines31 · 45,947
- copy-editing by OpenClaudia · 664
- copy-editing by louisblythe · 136
- winning-copy-extraction by kenny589 · 63
- copy-frameworks by kenny589 · 63
- direct-response-copy by Salesably · 48
- copy-generation by ilya-a11y · 3
Need help setting it up?
This page tells you what copy-anatomy does and what it needs. Cheetah builds the agent setup it runs inside: data, CRM, sequencing and the guardrails.
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