Agent skill

Product Copy Formulas

by revfactory in revfactory/harness-100

Product copy formula library. An agent skill from revfactory/harness-100.

Apache-2.0Auto-check passedWriting & Content

Install Product Copy Formulas

skills CLI
$ npx skills add revfactory/harness-100 --skill product-copy-formulas -a claude-code

Project install by default; add -g for ~/.claude/skills/.

GitHub CLI
$ gh skill install revfactory/harness-100 product-copy-formulas --agent claude-code

Project scope by default; add --scope user for a personal install. Needs GitHub CLI 2.90.0 or later (public preview).

Manual copy
$ git clone --depth 1 https://github.com/revfactory/harness-100.git skills-src && mkdir -p .claude/skills && cp -r skills-src/en/97-ecommerce-launcher/.claude/skills/product-copy-formulas .claude/skills/product-copy-formulas && rm -rf skills-src

Use ~/.claude/skills/ instead of .claude/skills for a personal install. The folder must contain SKILL.md.

Claude Code skills documentation · loads skills from .claude/skills/

Facts

Skill name
product-copy-formulas
GitHub stars
1.3k
Token cost
~1.1k tokens
SKILL.md length
231 words
Files
1
Skills in repo
464
Repo updated
First seen
Licence
Apache-2.0

At a glance

Product copy formula library. An agent skill from revfactory/harness-100.

  • Ad copy requests
  • SKILL.md covers Copy Formulas, Product Name Formulas, Channel-Specific Copy Guide and Prohibited Expressions (Fair…, plus 1 more section
  • Instructions only: no scripts, shell commands, URLs or credentials in SKILL.md
  • Tasks that involve Copywriting

What it does

Product Copy Formulas is an agent skill from revfactory/harness-100. Product copy formula library. Referenced by the detail-page-writer and marketing-manager agents when writing purchase-driving copy. Use for 'product copy', 'marketing copy', or 'ad copy' requests. Ad placement and design mockup creation are out of scope.

Its SKILL.md is about 1.1k tokens, which your agent loads only when the skill is triggered. It is a single SKILL.md file with no bundled scripts.

It sits in Writing & Content, covering Copywriting. The licence is Apache-2.0.

When your agent uses it

  • Ad copy requests
  • Tasks that involve Copywriting

Example prompts

  • “product copy”
  • “marketing copy”
  • “ad copy”
  • “/product-copy-formulas”

What it can do on your machine

Read from SKILL.md and the folder at commit 8e8d35c. It shows what the files ask for, not the result of running them.

  • Tool permissions

    Pre-approves nothing: there is no allowed-tools line, so your agent's usual permission prompts apply.

    From allowed-tools in the SKILL.md frontmatter.

  • Runs code

    No scripts in the folder and no shell commands in SKILL.md.

    From the folder's file list and the shell code blocks in SKILL.md.

  • Network

    No URLs in SKILL.md.

    From URLs in SKILL.md, links to its own repository left out.

  • Credentials

    Names no API keys, tokens, secrets or passwords.

    From names ending in _API_KEY, _TOKEN, _SECRET, _KEY or _PASSWORD in SKILL.md.

Context cost

Product Copy Formulas loads about 1.1k tokens when it runs. Until then it costs about 69 tokens; SKILL.md has 231 words of instructions outside code blocks.

Always · name and description, kept in context so the agent knows when to use it
~69
When it runs · the whole SKILL.md, loaded when a task matches
~1.1k

Estimates: characters ÷ 4, the usual rule of thumb; real counts depend on the model's tokenizer. Scripts and assets cost tokens only if the agent reads them.

Safety

Auto-check passed

The automated check found no risky patterns in SKILL.md.

Automated static check — not a guarantee. Review scripts before installing. It scans the text of SKILL.md for risky patterns (piping downloads into a shell, reading credential files, hidden Unicode, destructive commands); files beside SKILL.md are not scanned.

SKILL.md

The full file from revfactory/harness-100 at commit 8e8d35c, republished under its Apache-2.0 licence (© revfactory). 231 words, ~1,065 tokens.

Download SKILL.mdSave it as .claude/skills/product-copy-formulas/SKILL.md (or your agent's skills folder).
name
product-copy-formulas
description
Product copy formula library. Referenced by the detail-page-writer and marketing-manager agents when writing purchase-driving copy. Use for 'product copy', 'marketing copy', or 'ad copy' requests. Ad placement and design mockup creation are out of scope.

Product Copy Formulas — Product Copywriting Formulas

Enhances the copywriting capabilities of the detail-page-writer and marketing-manager agents.

Copy Formulas

PAS (Problem-Agitate-Solution)
P: [Empathize with the customer's problem/pain]
A: [Amplify the severity of the problem]
S: [Present the product as the solution]

Example:
P: "Tired of looking in the mirror every morning and sighing at your dull skin?"
A: "In your busy life, you never have the time or energy for a proper routine."
S: "Our 30-second all-in-one serum transforms your mornings."
FAB (Feature-Advantage-Benefit)
F: [Product feature/spec]
A: [Advantage over competitors]
B: [Benefit the customer receives]

Example:
F: "5000mAh high-capacity battery"
A: "Lasts 40% longer than competing products"
B: "Use all day without worrying about charging"
AIDA (Attention-Interest-Desire-Action)
A: [One line that grabs attention]
I: [Specific benefits to spark interest]
D: [Social proof/visualization to build desire]
A: [Clear CTA]

Example:
A: "The sleep revolution chosen by 100,000 people"
I: "NASA-technology memory foam analyzes your sleep patterns"
D: "89% of users experienced improved sleep quality from the first night"
A: "Get started now -> 30-day free trial"
BAB (Before-After-Bridge)
Before: [Current state/problem]
After: [Ideal future]
Bridge: [Product as the bridge]

Example:
Before: "Spending 30 minutes every day organizing the kitchen?"
After: "Imagine a day where you focus only on cooking in a spotless kitchen."
Bridge: "The auto-sort organizer makes that transformation happen."

Product Name Formulas

Naming Structure
[Brand] + [Core Keyword] + [Differentiator] + [Category]

Example:
"MuRo SilkTouch Moisture Cream 50ml"
"EcoFarm Organic Camu Camu Vitamin C 1000mg"
Search Optimization (SEO)
Required keywords to include:
1. Product category (cream, serum, ampoule)
2. Key ingredients/materials (hyaluronic acid, retinol)
3. Size/volume (50ml, XL)
4. Target/use case (dry skin, women's, summer)

Character count: 25-40 characters (varies by platform)

Channel-Specific Copy Guide

Detail Page (Product Description)
PlacementCharacter CountFocus
Main Copy15-20 charsSingle core USP
Sub Copy30-50 charsBenefit specification
Benefit Bullets10-15 chars eachIcon + short phrase
Review Prompt20-30 charsCall to action
Ad Copy (Social Media)
PlatformHeadlineBodyCTA
Naver Shopping25 chars45 chars15 chars
InstagramOne line150 charsHashtags
Kakao20 chars30 charsButton
Copy Tone Matrix
Brand PositionToneExample
PremiumRefined, restrained"The care your skin truly remembers"
ValuePractical, direct"This performance at this price — unbelievable"
TrendyWitty, relatable"That product everyone on social media is raving about — finally here!"
ExpertTrustworthy, evidence-based"Recommended by 92% of dermatologists"
FriendlyConversational, warm"Try it once and you'll see — trust us"

Prohibited Expressions (Fair Trade Compliance)

ProhibitedAlternative
"Best", "First", "Only""Leading", "Pioneer"
"100% effective""N% of users experienced"
"Instant results""With consistent use"
"Treat", "Cure""Improve", "Care for"
Unsubstantiated comparisonsBased on certified data

Quality Checklist

ItemCriteria
Copy FormulaAt least 1 of PAS/FAB/AIDA applied
Benefit FocusBenefits emphasized over features
Social ProofIncludes numerical evidence
CTAClear call to action
Legal ComplianceNo prohibited expressions
Tone ConsistencyMatches brand positioning

© revfactory, Apache-2.0. Rendered from Markdown: HTML in the file is shown as text, images as links, and headings moved down two levels. Raw file

Files

Just SKILL.md in en/97-ecommerce-launcher/.claude/skills/product-copy-formulas of revfactory/harness-100.

Open the folder on GitHubat commit 8e8d35c

Compare with similar skills

Product Copy Formulas next to the 5 skills that share the most tags, products or categories with it. Stars are the repository's; “used in” counts other GitHub owners with a copy.

Product Copy Formulas compared with similar skills
SkillStarsUsed inTokensAuto-checkLicenceRepo updated
Product Copy Formulas this skillrevfactory/harness-1001.3k—~1.1kAutomated safety check: PassApache-2.0
Brand Voice Guideluongnv89/claude-howto42k—~609Automated safety check: PassMIT
E-commerce Visual Copywritingfeichanggege/ecommerce-visual-copywriting-skill858—~1.3kAutomated safety check: PassMIT
WeChat Account Topic and Title WriterBigPengSays/bigpeng-hot-gzh265—~501Automated safety check: PassMIT
WeChat Article Writerliuyueyi/spring-ai-demo1381 repos~244Automated safety check: PassNone
Hormozi Ad Factorypedronauck/skills634—~2.1kAutomated safety check: PassNone

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Questions about Product Copy Formulas

What does Product Copy Formulas do?

Product copy formula library. An agent skill from revfactory/harness-100. Product Copy Formulas is an agent skill from revfactory/harness-100. Product copy formula library.

When should I use Product Copy Formulas?

Product Copy Formulas fits situations like: ad copy requests; tasks that involve Copywriting.

How do I install Product Copy Formulas in Claude Code?

Run `npx skills add revfactory/harness-100 --skill product-copy-formulas -a claude-code`. Or copy the skill folder (en/97-ecommerce-launcher/.claude/skills/product-copy-formulas in revfactory/harness-100) into .claude/skills/product-copy-formulas in your project. Claude Code loads it when a task matches its description.

How do I install Product Copy Formulas in Codex?

Run `npx skills add revfactory/harness-100 --skill product-copy-formulas -a codex`. Or copy the skill folder (en/97-ecommerce-launcher/.claude/skills/product-copy-formulas in revfactory/harness-100) into .agents/skills/product-copy-formulas in your project. Codex loads it when a task matches its description.

Can I use Product Copy Formulas in Cursor, Gemini CLI or GitHub Copilot?

Cursor, Gemini CLI, GitHub Copilot and OpenCode also load SKILL.md folders. With the skills CLI, run `npx skills add revfactory/harness-100 --skill product-copy-formulas -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/product-copy-formulas, .gemini/skills/product-copy-formulas, .github/skills/product-copy-formulas and .opencode/skills/product-copy-formulas in your project.

What does Product Copy Formulas need to run?

SKILL.md names no scripts, command-line tools or credentials: Product Copy Formulas is instructions for the agent only.

Does Product Copy Formulas access the network?

SKILL.md contains no URLs. Any network use would come from the scripts or tools the agent runs. This is read from the text; nothing was executed.

Is Product Copy Formulas safe to install?

Our automated static check of SKILL.md found no risky patterns, such as piping downloads into a shell, reading credential files or hidden Unicode. It is not a guarantee. Review the folder before installing.

What licence does Product Copy Formulas use?

Product Copy Formulas is published under the Apache-2.0 licence (the repository's licence). It allows redistribution, so the full SKILL.md is shown on this page.

How many tokens does Product Copy Formulas use?

About 1.1k tokens (SKILL.md is roughly 4.3k characters). Agents keep only the skill's name and description in context until a task matches; then they load SKILL.md in full.

What are the alternatives to Product Copy Formulas?

Skills that share tags, products or a category with Product Copy Formulas: Brand Voice Guide (luongnv89/claude-howto, 42k stars), E-commerce Visual Copywriting (feichanggege/ecommerce-visual-copywriting-skill, 858 stars), WeChat Account Topic and Title Writer (BigPengSays/bigpeng-hot-gzh, 265 stars) and WeChat Article Writer (liuyueyi/spring-ai-demo, 138 stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.

Who maintains Product Copy Formulas?

revfactory (a GitHub user) maintains it in revfactory/harness-100, which has 1,295 GitHub stars. The repository holds 464 skills in this directory. The repository was last updated on March 22, 2026.

Source: revfactory/harness-100 on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.