Ar Io Gateway Operator
ar-io/ar-io-node
Operate any AR.IO node deployment — architecture, daily ops, diagnostics, and recurring pitfalls that apply to every operator.
Agent skill
Shopify Performance Tuning
by jeremylongshore in jeremylongshore/tons-of-skills-marketplace
Optimize Shopify API performance with GraphQL query cost reduction, bulk operations, caching strategies, and Storefront API for high-traffic storefronts.
Install Shopify Performance Tuning
$ npx skills add jeremylongshore/tons-of-skills-marketplace --skill shopify-performance-tuning -a claude-codeProject install by default; add -g for ~/.claude/skills/.
$ gh skill install jeremylongshore/tons-of-skills-marketplace shopify-performance-tuning --agent claude-codeProject scope by default; add --scope user for a personal install. Needs GitHub CLI 2.90.0 or later (public preview).
$ 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-performance-tuning .claude/skills/shopify-performance-tuning && rm -rf skills-srcUse ~/.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/
Install the "shopify-performance-tuning" agent skill from https://github.com/jeremylongshore/tons-of-skills-marketplace/tree/main/skills/.curated/shopify-performance-tuning into .claude/skills/shopify-performance-tuning/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "shopify-performance-tuning", then confirm the skill loads.Claude Code copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$skill-installer install https://github.com/jeremylongshore/tons-of-skills-marketplace/tree/main/skills/.curated/shopify-performance-tuningType this inside Codex. $skill-installer <name> installs a curated skill from openai/skills. The installer writes to $CODEX_HOME/skills (default ~/.codex/skills). Restart Codex if the skill does not show up.
$ npx skills add jeremylongshore/tons-of-skills-marketplace --skill shopify-performance-tuning -a codexProject install goes to .agents/skills/; add -g for ~/.codex/skills/.
$ gh skill install jeremylongshore/tons-of-skills-marketplace shopify-performance-tuning --agent codexProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/jeremylongshore/tons-of-skills-marketplace.git skills-src && mkdir -p .agents/skills && cp -r skills-src/skills/.curated/shopify-performance-tuning .agents/skills/shopify-performance-tuning && rm -rf skills-srcUse ~/.agents/skills/ instead of .agents/skills for a personal install.
Codex skills documentation · loads skills from .agents/skills/
Install the "shopify-performance-tuning" agent skill from https://github.com/jeremylongshore/tons-of-skills-marketplace/tree/main/skills/.curated/shopify-performance-tuning into .agents/skills/shopify-performance-tuning/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "shopify-performance-tuning", then confirm the skill loads.Codex copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ npx skills add jeremylongshore/tons-of-skills-marketplace --skill shopify-performance-tuning -a cursorProject install goes to .agents/skills/; add -g for ~/.cursor/skills/.
$ gh skill install jeremylongshore/tons-of-skills-marketplace shopify-performance-tuning --agent cursorProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/jeremylongshore/tons-of-skills-marketplace.git skills-src && mkdir -p .cursor/skills && cp -r skills-src/skills/.curated/shopify-performance-tuning .cursor/skills/shopify-performance-tuning && rm -rf skills-srcUse ~/.cursor/skills/ instead of .cursor/skills for a personal install.
Cursor skills documentation · loads skills from .cursor/skills/, .agents/skills/, .claude/skills/, .codex/skills/
Install the "shopify-performance-tuning" agent skill from https://github.com/jeremylongshore/tons-of-skills-marketplace/tree/main/skills/.curated/shopify-performance-tuning into .cursor/skills/shopify-performance-tuning/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "shopify-performance-tuning", then confirm the skill loads.Cursor copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ gemini skills install https://github.com/jeremylongshore/tons-of-skills-marketplace.git --path skills/.curated/shopify-performance-tuning--scope user (default) or --scope workspace; --path is the subfolder of the repo that holds the skill; --consent skips the security confirmation prompt.
$ npx skills add jeremylongshore/tons-of-skills-marketplace --skill shopify-performance-tuning -a gemini-cliProject install goes to .agents/skills/; add -g for ~/.gemini/skills/.
$ gh skill install jeremylongshore/tons-of-skills-marketplace shopify-performance-tuning --agent gemini-cliProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/jeremylongshore/tons-of-skills-marketplace.git skills-src && mkdir -p .gemini/skills && cp -r skills-src/skills/.curated/shopify-performance-tuning .gemini/skills/shopify-performance-tuning && rm -rf skills-srcUse ~/.gemini/skills/ instead of .gemini/skills for a personal install, then run /skills reload.
Gemini CLI skills documentation · loads skills from .gemini/skills/, .agents/skills/
Install the "shopify-performance-tuning" agent skill from https://github.com/jeremylongshore/tons-of-skills-marketplace/tree/main/skills/.curated/shopify-performance-tuning into .gemini/skills/shopify-performance-tuning/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "shopify-performance-tuning", then confirm the skill loads.Gemini CLI copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ gh skill install jeremylongshore/tons-of-skills-marketplace shopify-performance-tuningInstalls for Copilot at project scope by default; add --scope user for a personal install. Preview a skill first with gh skill preview. Needs GitHub CLI 2.90.0 or later (public preview).
$ npx skills add jeremylongshore/tons-of-skills-marketplace --skill shopify-performance-tuning -a github-copilotProject install goes to .agents/skills/; add -g for ~/.copilot/skills/.
$ git clone --depth 1 https://github.com/jeremylongshore/tons-of-skills-marketplace.git skills-src && mkdir -p .github/skills && cp -r skills-src/skills/.curated/shopify-performance-tuning .github/skills/shopify-performance-tuning && rm -rf skills-srcUse ~/.copilot/skills/ instead of .github/skills for a personal install. Commit .github/skills so cloud agent and code review can use it.
GitHub Copilot skills documentation · loads skills from .github/skills/, .claude/skills/, .agents/skills/
Install the "shopify-performance-tuning" agent skill from https://github.com/jeremylongshore/tons-of-skills-marketplace/tree/main/skills/.curated/shopify-performance-tuning into .github/skills/shopify-performance-tuning/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "shopify-performance-tuning", then confirm the skill loads.GitHub Copilot copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ npx skills add jeremylongshore/tons-of-skills-marketplace --skill shopify-performance-tuning -a opencodeOpenCode documents no install command of its own. Project install goes to .agents/skills/; add -g for ~/.config/opencode/skills/.
$ gh skill install jeremylongshore/tons-of-skills-marketplace shopify-performance-tuning --agent opencodeProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/jeremylongshore/tons-of-skills-marketplace.git skills-src && mkdir -p .opencode/skills && cp -r skills-src/skills/.curated/shopify-performance-tuning .opencode/skills/shopify-performance-tuning && rm -rf skills-srcUse ~/.config/opencode/skills/ instead of .opencode/skills for a personal install.
OpenCode skills documentation · loads skills from .opencode/skills/, .claude/skills/, .agents/skills/
Install the "shopify-performance-tuning" agent skill from https://github.com/jeremylongshore/tons-of-skills-marketplace/tree/main/skills/.curated/shopify-performance-tuning into .opencode/skills/shopify-performance-tuning/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "shopify-performance-tuning", then confirm the skill loads.OpenCode copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
Facts
- Skill name
shopify-performance-tuning- GitHub stars
- 2.8k
- Token cost
- ~1.1k tokens
- SKILL.md length
- 401 words
- Files
- 5 (incl. references)
- Skills in repo
- 3,342
- Repo updated
- First seen
- Licence
- MIT
At a glance
Optimize Shopify API performance with GraphQL query cost reduction, bulk operations, caching strategies, and Storefront API for high-traffic storefronts.
- Works in 4 steps: Analyze and Reduce Query Cost → Use Bulk Operations for Large Exports → Cache Frequently Accessed Data → …
- Queries are slow
- 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 Performance Tuning is an agent skill from jeremylongshore/tons-of-skills-marketplace. Optimize Shopify API performance with GraphQL query cost reduction, bulk operations, caching strategies, and Storefront API for high-traffic storefronts. Use when queries are slow or hitting THROTTLED errors, exporting large datasets, or optimizing API throughput for a high-traffic storefront. Trigger with phrases like "shopify performance", "optimize shopify", "shopify slow", "shopify caching", "shopify bulk operation", "shopify query cost".
Its SKILL.md is about 1.1k tokens, which your agent loads only when the skill is triggered. The skill folder holds 5 other files, including reference files (for example `references/bulk-operations.md`, `references/query-cost-optimization.md` and `references/response-caching.md`). Compatibility notes: Designed for Claude Code
It sits in Backend & APIs, covering Caching, GraphQL and Webhooks. 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
- Queries are slow
- Hitting THROTTLED errors
- Exporting large datasets
- Optimizing API throughput for a high-traffic storefront
Example prompts
- “shopify performance”
- “optimize shopify”
- “shopify slow”
- “/shopify-performance-tuning”
Requirements
- Compatibility (from SKILL.md): Designed for Claude Code
- Pre-approved tools (allowed-tools): Read, Write, Edit
Workflow steps
4 steps, taken from the step headings in SKILL.md.
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:
ReadWriteEdit
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
Links to these hosts (documentation or services it may open):
shopify.dev
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 Performance Tuning loads about 1.1k tokens when it runs, and up to ~2.5k if it reads all its reference files. Until then it costs about 118 tokens; SKILL.md has 401 words of instructions outside code blocks.
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). 401 words, ~1,064 tokens.
Download SKILL.mdSave it as
.claude/skills/shopify-performance-tuning/SKILL.md (or your agent's skills folder). This skill also uses 4 other files; get the full folder from GitHub.- name
- shopify-performance-tuning
- description
- Optimize Shopify API performance with GraphQL query cost reduction, bulk operations, caching strategies, and Storefront API for high-traffic storefronts. Use when queries are slow or hitting THROTTLED errors, exporting large datasets, or optimizing API throughput for a high-traffic storefront. Trigger with phrases like "shopify performance", "optimize shopify", "shopify slow", "shopify caching", "shopify bulk operation", "shopify query cost".
- allowed-tools
- Read, Write, Edit
- compatibility
- Designed for Claude Code
- version
- 2.7.0
- license
- MIT
- author
- Jeremy Longshore <jeremy@intentsolutions.io>
- tags
- saas, ecommerce, shopify
Shopify Performance Tuning
Overview
Optimize Shopify API performance through GraphQL query cost reduction, bulk operations for large data exports, response caching, and Storefront API for high-traffic public-facing queries.
Prerequisites
- Understanding of Shopify's calculated query cost system
- Access to the
Shopify-GraphQL-Cost-Debug: 1header for cost analysis - Redis or in-memory cache available (optional)
Instructions
Step 1: Analyze and Reduce Query Cost
Use the debug header to inspect requestedQueryCost vs actualQueryCost. Reduce cost by selecting only needed fields and lowering first: page sizes (250 to 50 can cut cost by 5x).
See Query Cost Optimization for debug commands and before/after examples.
Step 2: Use Bulk Operations for Large Exports
Bulk operations bypass rate limits and are designed for exporting large datasets. Start a mutation, poll for completion, then download JSONL results.
See Bulk Operations for the complete mutation/poll/download flow and performance comparison table.
Step 3: Cache Frequently Accessed Data
LRU cache layer with webhook-driven invalidation. Cache product data for 5 minutes, then clear on products/update webhook events.
See Response Caching for the complete implementation.
Step 4: Use Storefront API for Public Queries
The Storefront API has separate rate limits and is designed for high-traffic public storefronts. Uses LATEST_API_VERSION from @shopify/shopify-api.
See Storefront API Usage for the complete implementation.
Output
- Query costs reduced through field selection and page size optimization
- Bulk operations configured for large data exports
- Response caching with webhook-driven invalidation
- Storefront API used for public-facing high-traffic queries
Show full SKILL.md (166 more words)Show less
Error Handling
| Issue | Cause | Solution |
|---|---|---|
THROTTLED on every query | requestedQueryCost too high | Reduce first: and remove unused fields |
| Bulk operation FAILED | Query syntax error | Test query in GraphiQL first |
| Stale cache data | Cache not invalidated | Add webhook handlers to clear cache |
| Storefront API 403 | Wrong token type | Use Storefront API access token, not Admin |
Examples
Reducing Query Cost on a Product Sync
A product sync job hits THROTTLED errors. Analyze the cost breakdown, reduce first: page sizes, and remove unused fields.
See Query Cost Optimization for debug commands and before/after examples.
Exporting Orders with Bulk Operations
Export 50,000 orders with line items using a bulk operation that bypasses rate limits and returns JSONL results.
See Bulk Operations for the complete mutation, polling, and download flow.
Caching Product Data with Webhook Invalidation
Add an LRU cache layer for product queries that auto-invalidates when products/update webhook events fire.
See Response Caching for the complete caching implementation.
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 4 other files (references) in skills/.curated/shopify-performance-tuning of jeremylongshore/tons-of-skills-marketplace.
- SKILL.md
- references/bulk-operations.md
- references/query-cost-optimization.md
- references/response-caching.md
- references/storefront-api-usage.md
Open the folder on GitHubat commit cfae287
Compare with similar skills
Shopify Performance 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.
| Skill | Stars | Used in | Tokens | Auto-check | Licence | Repo updated |
|---|---|---|---|---|---|---|
| Shopify Performance Tuning this skilljeremylongshore/tons-of-skills-marketplace | 2.8k | — | ~1.1k | Automated safety check: Pass | MIT | |
| Ar Io Gateway Operatorar-io/ar-io-node | 127 | — | ~7.7k | Automated safety check: Notes | AGPL-3.0 | |
| Shopify Developmentdavila7/claude-code-templates | 33k | 7 repos | ~2.2k | Automated safety check: Pass | MIT | |
| Shopify ExpertJeffallan/claude-skills | 12k | — | ~1.8k | Automated safety check: Pass | MIT | |
| Shopify Appsdavila7/claude-code-templates | 33k | 5 repos | ~310 | Automated safety check: Pass | MIT | |
| Shopify Appssickn33/agentic-awesome-skills | 47k | 2 repos | ~359 | Automated safety check: Pass | MIT |
Similar skills
Shopify Development
davila7/claude-code-templates
Build Shopify apps, extensions, themes using GraphQL Admin API, Shopify CLI, Polaris UI, and Liquid.
Shopify Expert
Jeffallan/claude-skills
Builds Shopify themes in Liquid, custom apps, Storefront API storefronts and checkout extensions, using the Shopify CLI to lint, run locally and deploy.
Shopify Apps
davila7/claude-code-templates
Expert patterns for Shopify app development including Remix/React Router apps, embedded apps with App Bridge, webhook handling, GraphQL Admin API, Polaris components, billing, and app extensions.
Shopify Apps
sickn33/agentic-awesome-skills
Expert patterns for Shopify app development including Remix/React Router apps, embedded apps with App Bridge, webhook handling, GraphQL Admin API, Polaris components, billing, and app extensions.
Bankr Shopify
BankrBot/skills
Shopify Admin & Storefront GraphQL APIs via curl, with Bankr-native bridges.
More from jeremylongshore/tons-of-skills-marketplace
All 3,342 skills in this repoPerforming Security Code Review
jeremylongshore/tons-of-skills-marketplace
Execute this skill enables AI assistant to conduct a security-focused code review using the security-agent plugin.
Adapting Transfer Learning Models
jeremylongshore/tons-of-skills-marketplace
Build this skill automates the adaptation of pre-trained machine learning models using transfer learning techniques.
Agent Context Loader
jeremylongshore/tons-of-skills-marketplace
Execute proactive auto-loading: automatically detects and loads agents.md files.
Aggregating Performance Metrics
jeremylongshore/tons-of-skills-marketplace
Aggregate and centralize performance metrics from applications, systems, databases, caches, and services.
Analyzing Capacity Planning
jeremylongshore/tons-of-skills-marketplace
Execute this skill enables AI assistant to analyze capacity requirements and plan for future growth.
Analyzing Database Indexes
jeremylongshore/tons-of-skills-marketplace
Process use when you need to work with database indexing. An agent skill from jeremylongshore/tons-of-skills-marketplace.
Related
Categories
Questions about Shopify Performance Tuning
What does Shopify Performance Tuning do?
Optimize Shopify API performance with GraphQL query cost reduction, bulk operations, caching strategies, and Storefront API for high-traffic storefronts. Shopify Performance Tuning is an agent skill from jeremylongshore/tons-of-skills-marketplace. Optimize Shopify API performance with GraphQL query cost reduction, bulk operations, caching strategies, and Storefront API for high-traffic storefronts.
When should I use Shopify Performance Tuning?
Shopify Performance Tuning fits situations like: queries are slow; hitting THROTTLED errors; exporting large datasets; optimizing API throughput for a high-traffic storefront.
How do I install Shopify Performance Tuning in Claude Code?
Run `npx skills add jeremylongshore/tons-of-skills-marketplace --skill shopify-performance-tuning -a claude-code`. Or copy the skill folder (skills/.curated/shopify-performance-tuning in jeremylongshore/tons-of-skills-marketplace) into .claude/skills/shopify-performance-tuning in your project. Claude Code loads it when a task matches its description.
How do I install Shopify Performance Tuning in Codex?
Run `npx skills add jeremylongshore/tons-of-skills-marketplace --skill shopify-performance-tuning -a codex`. Or copy the skill folder (skills/.curated/shopify-performance-tuning in jeremylongshore/tons-of-skills-marketplace) into .agents/skills/shopify-performance-tuning in your project. Codex loads it when a task matches its description.
Can I use Shopify Performance 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-performance-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-performance-tuning, .gemini/skills/shopify-performance-tuning, .github/skills/shopify-performance-tuning and .opencode/skills/shopify-performance-tuning in your project.
What does Shopify Performance Tuning need to run?
SKILL.md names no scripts, command-line tools or credentials: Shopify Performance Tuning is instructions for the agent only. Its frontmatter pre-approves these tools: Read, Write, Edit. Compatibility (from SKILL.md): Designed for Claude Code.
Does Shopify Performance Tuning access the network?
SKILL.md names 1 domain. As links in the text: shopify.dev. This is read from the text; nothing was executed.
Is Shopify Performance 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 Performance Tuning use?
Shopify Performance 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 Performance Tuning 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. Its references folder adds about 1.4k tokens, read only when the agent opens those files.
What are the alternatives to Shopify Performance Tuning?
Skills that share tags, products or a category with Shopify Performance Tuning: Ar Io Gateway Operator (ar-io/ar-io-node, 127 stars), Shopify Development (davila7/claude-code-templates, 33k stars), Shopify Expert (Jeffallan/claude-skills, 12k stars) and Shopify Apps (davila7/claude-code-templates, 33k stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.
Who maintains Shopify Performance 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.