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Agent skill

Product Page Optimization

by gustavscirulis in gustavscirulis/snapgrid

Generates A/B test plans and optimization checklists for your App Store product page — icon, screenshots, and app previews.

Custom licenceAuto-check passedMarketing & SEO

Install Product Page Optimization

skills CLI
$ npx skills add gustavscirulis/snapgrid --skill product-page-optimization -a claude-code

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

GitHub CLI
$ gh skill install gustavscirulis/snapgrid product-page-optimization --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/gustavscirulis/snapgrid.git skills-src && mkdir -p .claude/skills && cp -r skills-src/.claude/skills/skills/generators/product-page-optimization .claude/skills/product-page-optimization && 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-page-optimization
GitHub stars
116
Used in
1 other repo
Token cost
~1.9k tokens
SKILL.md length
608 words
Files
1
Skills in repo
118
Repo updated
First seen
Licence
Custom licence

At a glance

Generates A/B test plans and optimization checklists for your App Store product page — icon, screenshots, and app previews.

  • Works in 3 steps: Audit Current Page → Generate Test Plan → Design Variant Specs
  • Running Product Page Optimization tests
  • SKILL.md covers When This Skill Activates, How PPO Works, Configuration Questions and Generation Process, plus 4 more sections
  • Instructions only: no scripts, shell commands, URLs or credentials in SKILL.md

What it does

Product Page Optimization is an agent skill from gustavscirulis/snapgrid. Generates A/B test plans and optimization checklists for your App Store product page — icon, screenshots, and app previews. Use when running Product Page Optimization tests or improving conversion rates.

Its SKILL.md is about 1.9k 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 Marketing & SEO, covering A/B testing, App store release and Conversion rate optimization. The repository describes itself as: SnapGrid is an open-source Mac app for collecting, organizing, and analyzing UI screenshots. It uses AI to automatically detect UI components and patterns, making it a powerful…

When your agent uses it

  • Running Product Page Optimization tests
  • Improving conversion rates

Example prompts

  • “Use the product-page-optimization skill to generate A/B test plans and optimization checklists for your App Store product page — icon, screenshots…”
  • “/product-page-optimization”

Requirements

  • Pre-approved tools (allowed-tools): Read, Write, Edit, Glob, Grep, AskUserQuestion, WebSearch

Workflow steps

3 steps, taken from the step headings in SKILL.md.

  1. Audit Current Page
  2. Generate Test Plan
  3. Design Variant Specs

What it can do on your machine

Read from SKILL.md and the folder at commit eb7eaf4. It shows what the files ask for, not the result of running them.

  • Tool permissions

    Pre-approves these tools, so the agent can use them without asking each time:

    • Read
    • Write
    • Edit
    • Glob
    • Grep
    • AskUserQuestion
    • WebSearch

    From allowed-tools in the SKILL.md frontmatter.

  • Runs code

    No scripts in the folder and no shell commands in SKILL.md (its code samples are markdown).

    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 Page Optimization loads about 1.9k tokens when it runs. Until then it costs about 57 tokens; SKILL.md has 608 words of instructions outside code blocks.

Always · name and description, kept in context so the agent knows when to use it
~57
When it runs · the whole SKILL.md, loaded when a task matches
~1.9k

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

Its licence (Custom licence) doesn't allow us to republish the file, so here is its outline and opening line. It has 608 words (~1,911 tokens).

“Create structured A/B test plans for App Store Product Page Optimization (PPO), including test hypotheses, variant designs, success metrics, and iteration strategy.”

— opening of SKILL.md by gustavscirulis, Custom licence
name
product-page-optimization
allowed-tools
Read, Write, Edit, Glob, Grep, AskUserQuestion, WebSearch

Read the full SKILL.md on GitHub

Files

Just SKILL.md in .claude/skills/skills/generators/product-page-optimization of gustavscirulis/snapgrid.

Open the folder on GitHubat commit eb7eaf4

Used in 1 other repository

We found 1 copy of this SKILL.md (exact, near-identical or edited) in other folders, from 1 other GitHub owner. This page covers the copy in gustavscirulis/snapgrid, which our catalogue first saw on October 7, 2026.

Compare with similar skills

Product Page Optimization 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 Page Optimization compared with similar skills
SkillStarsUsed inTokensAuto-checkLicenceRepo updated
Product Page Optimization this skillgustavscirulis/snapgrid1161 repos~1.9kAutomated safety check: PassCustom licence
Ab Test Store Listingappeeky/aso-skills2.2k—~1.8kAutomated safety check: PassMIT
App Analyticsappeeky/aso-skills2.2k—~1.6kAutomated safety check: PassMIT
App Icon Optimizationappeeky/aso-skills2.2k—~1.5kAutomated safety check: PassMIT
Afa Convertafadtc/afa-dtc-skills168—~2.3kAutomated safety check: PassCustom licence
Cro Optimizationrampstackco/claude-skills945—~2.7kAutomated safety check: PassMIT

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Categories

Questions about Product Page Optimization

What does Product Page Optimization do?

Generates A/B test plans and optimization checklists for your App Store product page — icon, screenshots, and app previews. Product Page Optimization is an agent skill from gustavscirulis/snapgrid. Generates A/B test plans and optimization checklists for your App Store product page — icon, screenshots, and app previews.

When should I use Product Page Optimization?

Product Page Optimization fits situations like: running Product Page Optimization tests; improving conversion rates.

How do I install Product Page Optimization in Claude Code?

Run `npx skills add gustavscirulis/snapgrid --skill product-page-optimization -a claude-code`. Or copy the skill folder (.claude/skills/skills/generators/product-page-optimization in gustavscirulis/snapgrid) into .claude/skills/product-page-optimization in your project. Claude Code loads it when a task matches its description.

How do I install Product Page Optimization in Codex?

Run `npx skills add gustavscirulis/snapgrid --skill product-page-optimization -a codex`. Or copy the skill folder (.claude/skills/skills/generators/product-page-optimization in gustavscirulis/snapgrid) into .agents/skills/product-page-optimization in your project. Codex loads it when a task matches its description.

Can I use Product Page Optimization 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 gustavscirulis/snapgrid --skill product-page-optimization -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-page-optimization, .gemini/skills/product-page-optimization, .github/skills/product-page-optimization and .opencode/skills/product-page-optimization in your project.

What does Product Page Optimization need to run?

SKILL.md names no scripts, command-line tools or credentials: Product Page Optimization is instructions for the agent only. Its frontmatter pre-approves these tools: Read, Write, Edit, Glob, Grep, AskUserQuestion, WebSearch.

Does Product Page Optimization 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 Page Optimization 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 Page Optimization use?

Product Page Optimization has a licence file (the repository's licence) that doesn't match a standard licence. Read it on GitHub before reusing the skill.

How many tokens does Product Page Optimization use?

About 1.9k tokens (SKILL.md is roughly 7.6k 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 Page Optimization?

Skills that share tags, products or a category with Product Page Optimization: Ab Test Store Listing (appeeky/aso-skills, 2.2k stars), App Analytics (appeeky/aso-skills, 2.2k stars), App Icon Optimization (appeeky/aso-skills, 2.2k stars) and Afa Convert (afadtc/afa-dtc-skills, 168 stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.

Who maintains Product Page Optimization?

gustavscirulis (a GitHub user) maintains it in gustavscirulis/snapgrid, which has 116 GitHub stars. The repository holds 118 skills in this directory. The repository was last updated on April 30, 2026.

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