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Agent skill

Shopify Cost Tuning

by jeremylongshore in jeremylongshore/tons-of-skills-marketplace

Optimize Shopify app costs through plan selection, API usage monitoring, and Shopify Plus upgrade analysis.

MITAuto-check passedBackend & APIs

Install Shopify Cost Tuning

skills CLI
$ npx skills add jeremylongshore/tons-of-skills-marketplace --skill shopify-cost-tuning -a claude-code

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

GitHub CLI
$ gh skill install jeremylongshore/tons-of-skills-marketplace shopify-cost-tuning --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/jeremylongshore/tons-of-skills-marketplace.git skills-src && mkdir -p .claude/skills && cp -r skills-src/skills/.curated/shopify-cost-tuning .claude/skills/shopify-cost-tuning && 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
shopify-cost-tuning
GitHub stars
2.8k
Token cost
~954 tokens
SKILL.md length
334 words
Files
4 (incl. references)
Skills in repo
3,342
Repo updated
First seen
Licence
MIT

At a glance

Optimize Shopify app costs through plan selection, API usage monitoring, and Shopify Plus upgrade analysis.

  • Works in 4 steps: Understand Shopify Plan Rate Limits → App Billing API → Monitor API Usage → …
  • Analyzing API spend
  • SKILL.md covers Overview, Prerequisites, Instructions and Output, plus 3 more sections
  • Instructions only: no scripts, shell commands, URLs or credentials in SKILL.md

What it does

Shopify Cost Tuning is an agent skill from jeremylongshore/tons-of-skills-marketplace. Optimize Shopify app costs through plan selection, API usage monitoring, and Shopify Plus upgrade analysis. Use when analyzing API spend, choosing between Shopify plans, or reducing billable API calls. Trigger with phrases like "shopify cost", "shopify billing", "shopify pricing", "shopify Plus worth it", "shopify API usage", "reduce shopify costs".

Its SKILL.md is about 950 tokens, which your agent loads only when the skill is triggered. The skill folder holds 4 other files, including reference files (for example `references/app-billing-api.md`, `references/cost-reduction-strategies.md` and `references/usage-tracker-class.md`). Compatibility notes: Designed for Claude Code

It sits in Backend & APIs, covering Rate limiting. It works with Shopify and GraphQL. The repository describes itself as: Model-agnostic agent-skills platform with a harness-free canonical layer, verified adapters, and the ccpi package manager. Explore at tonsofskills.com. The licence is MIT.

When your agent uses it

  • Analyzing API spend
  • Choosing between Shopify plans
  • Reducing billable API calls
  • With phrases like shopify cost

Example prompts

  • “shopify cost”
  • “shopify billing”
  • “shopify pricing”
  • “/shopify-cost-tuning”

Requirements

  • Compatibility (from SKILL.md): Designed for Claude Code
  • Pre-approved tools (allowed-tools): Read, Grep

Workflow steps

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

  1. Understand Shopify Plan Rate Limits
  2. App Billing API
  3. Monitor API Usage
  4. Cost Reduction Strategies

What it can do on your machine

Read from SKILL.md and the folder at commit cfae287. 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
    • Grep

    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 typescript).

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

  • Network

    Links to these hosts (documentation or services it may open):

    • shopify.dev
    • shopify.com

    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.

  • Compatibility

    Designed for Claude Code

    From compatibility in the SKILL.md frontmatter.

Context cost

Shopify Cost Tuning loads about 954 tokens when it runs, and up to ~1.9k if it reads all its reference files. Until then it costs about 93 tokens; SKILL.md has 334 words of instructions outside code blocks.

Always · name and description, kept in context so the agent knows when to use it
~93
When it runs · the whole SKILL.md, loaded when a task matches
~954
With references · SKILL.md plus every file in references/, read only if the agent opens them
~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

The full file from jeremylongshore/tons-of-skills-marketplace at commit cfae287, republished under its MIT licence (© jeremylongshore). 334 words, ~954 tokens.

Download SKILL.mdSave it as .claude/skills/shopify-cost-tuning/SKILL.md (or your agent's skills folder). This skill also uses 3 other files; get the full folder from GitHub.
name
shopify-cost-tuning
description
Optimize Shopify app costs through plan selection, API usage monitoring, and Shopify Plus upgrade analysis. Use when analyzing API spend, choosing between Shopify plans, or reducing billable API calls. Trigger with phrases like "shopify cost", "shopify billing", "shopify pricing", "shopify Plus worth it", "shopify API usage", "reduce shopify costs".
allowed-tools
Read, Grep
compatibility
Designed for Claude Code
version
2.7.0
license
MIT
author
Jeremy Longshore <jeremy@intentsolutions.io>
tags
saas, ecommerce, shopify

Shopify Cost Tuning

Overview

Optimize Shopify app and API costs through plan analysis, API usage monitoring, and strategies to minimize billable API calls. Covers Shopify store plans, Partner app billing, and API efficiency.

Prerequisites

  • Access to Shopify Partner Dashboard for app billing
  • Understanding of current API usage patterns
  • Knowledge of merchant's Shopify plan

Instructions

Step 1: Understand Shopify Plan Rate Limits

API rate limits are determined by the merchant's plan, not your app:

Merchant PlanREST BucketREST Leak RateGraphQL PointsGraphQL Restore
Basic Shopify40 requests2/second1,000 points50/second
Shopify40 requests2/second1,000 points50/second
Advanced40 requests2/second1,000 points50/second
Shopify Plus80 requests4/second2,000 points100/second

Key insight: Upgrading from Basic to Advanced doesn't help rate limits. Only Plus doubles them.

Step 2: App Billing API

If your app charges merchants, use the GraphQL appSubscriptionCreate mutation to create recurring charges. Set test: true in development to avoid real billing.

See App Billing API for the complete mutation and variable setup.

Step 3: Monitor API Usage

Track GraphQL query costs and REST call counts over time to identify optimization opportunities. Log extensions.cost.actualQueryCost from every GraphQL response.

See Usage Tracker Class for a complete tracking implementation with reporting.

Step 4: Cost Reduction Strategies

Four key strategies: replace REST with GraphQL for targeted field selection, use bulk operations for exports, cache responses and invalidate via webhooks, and use Storefront API for public data.

See Cost Reduction Strategies for code examples of each approach.

Output

  • API usage monitored with cost tracking
  • Rate limit-efficient query patterns
  • App billing configured (if charging merchants)
  • Cost reduction strategies applied

Error Handling

IssueCauseSolution
Frequent throttlingHigh query costReduce fields, use bulk ops
High hosting costsToo many API callsCache responses, use webhooks
App billing rejectionTest mode not setUse test: true in development
Merchant cancelsUnexpected chargesClear billing in app onboarding

Examples

Quick Usage Check
typescript
// After every GraphQL call, log the cost
const response = await client.request(query);
const cost = response.extensions?.cost;
if (cost) {
  console.log(
    `Query cost: ${cost.actualQueryCost}/${cost.throttleStatus.maximumAvailable} ` +
    `(${cost.throttleStatus.currentlyAvailable} available)`
  );
}

Resources

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

Files

SKILL.md and 3 other files (references) in skills/.curated/shopify-cost-tuning of jeremylongshore/tons-of-skills-marketplace.

  • SKILL.md
  • references/app-billing-api.md
  • references/cost-reduction-strategies.md
  • references/usage-tracker-class.md

Open the folder on GitHubat commit cfae287

Compare with similar skills

Shopify Cost Tuning 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.

Shopify Cost Tuning compared with similar skills
SkillStarsUsed inTokensAuto-checkLicenceRepo updated
Shopify Cost Tuning this skilljeremylongshore/tons-of-skills-marketplace2.8k—~954Automated safety check: PassMIT
Shopify APIMicrock/ordinary-claude-skills404—~4.3kAutomated safety check: PassCustom licence
ShopifyShopify/Shopify-AI-Toolkit592—~4.2kAutomated safety check: PassMIT
API Auditbriiirussell/cybersecurity-skills413—~2.8kAutomated safety check: NotesMIT
Domain Webfjrevoredo/mini-diarium3102 repos~1kAutomated safety check: PassMIT
Shopify Developmentdavila7/claude-code-templates33k7 repos~2.2kAutomated safety check: PassMIT

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Works with

Categories

Questions about Shopify Cost Tuning

What does Shopify Cost Tuning do?

Optimize Shopify app costs through plan selection, API usage monitoring, and Shopify Plus upgrade analysis. Shopify Cost Tuning is an agent skill from jeremylongshore/tons-of-skills-marketplace. Optimize Shopify app costs through plan selection, API usage monitoring, and Shopify Plus upgrade analysis.

When should I use Shopify Cost Tuning?

Shopify Cost Tuning fits situations like: analyzing API spend; choosing between Shopify plans; reducing billable API calls; with phrases like shopify cost.

How do I install Shopify Cost Tuning in Claude Code?

Run `npx skills add jeremylongshore/tons-of-skills-marketplace --skill shopify-cost-tuning -a claude-code`. Or copy the skill folder (skills/.curated/shopify-cost-tuning in jeremylongshore/tons-of-skills-marketplace) into .claude/skills/shopify-cost-tuning in your project. Claude Code loads it when a task matches its description.

How do I install Shopify Cost Tuning in Codex?

Run `npx skills add jeremylongshore/tons-of-skills-marketplace --skill shopify-cost-tuning -a codex`. Or copy the skill folder (skills/.curated/shopify-cost-tuning in jeremylongshore/tons-of-skills-marketplace) into .agents/skills/shopify-cost-tuning in your project. Codex loads it when a task matches its description.

Can I use Shopify Cost Tuning 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 jeremylongshore/tons-of-skills-marketplace --skill shopify-cost-tuning -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/shopify-cost-tuning, .gemini/skills/shopify-cost-tuning, .github/skills/shopify-cost-tuning and .opencode/skills/shopify-cost-tuning in your project.

What does Shopify Cost Tuning need to run?

SKILL.md names no scripts, command-line tools or credentials: Shopify Cost Tuning is instructions for the agent only. Its frontmatter pre-approves these tools: Read, Grep. Compatibility (from SKILL.md): Designed for Claude Code.

Does Shopify Cost Tuning access the network?

SKILL.md names 2 domains. As links in the text: shopify.dev and shopify.com. This is read from the text; nothing was executed.

Is Shopify Cost Tuning 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 Shopify Cost Tuning use?

Shopify Cost Tuning is published under the MIT licence (declared in SKILL.md). It allows redistribution, so the full SKILL.md is shown on this page.

How many tokens does Shopify Cost Tuning use?

About 954 tokens (SKILL.md is roughly 3.8k characters). Agents keep only the skill's name and description in context until a task matches; then they load SKILL.md in full. Its references folder adds about 975 tokens, read only when the agent opens those files.

What are the alternatives to Shopify Cost Tuning?

Skills that share tags, products or a category with Shopify Cost Tuning: Shopify API (Microck/ordinary-claude-skills, 404 stars), Shopify (Shopify/Shopify-AI-Toolkit, 592 stars), API Audit (briiirussell/cybersecurity-skills, 413 stars) and Domain Web (fjrevoredo/mini-diarium, 310 stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.

Who maintains Shopify Cost Tuning?

jeremylongshore (a GitHub user) maintains it in jeremylongshore/tons-of-skills-marketplace, which has 2,827 GitHub stars. The repository holds 3,342 skills in this directory. The repository was last updated on October 10, 2026.

Source: jeremylongshore/tons-of-skills-marketplace on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.