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Agent skill

Shopify Reliability Patterns

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

Implement reliability patterns for Shopify apps including circuit breakers for API outages, webhook retry handling, and graceful degradation.

MITAuto-check passedBackend & APIs

Install Shopify Reliability Patterns

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

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

GitHub CLI
$ gh skill install jeremylongshore/tons-of-skills-marketplace shopify-reliability-patterns --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-reliability-patterns .claude/skills/shopify-reliability-patterns && 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-reliability-patterns
GitHub stars
2.8k
Token cost
~1.1k tokens
SKILL.md length
380 words
Files
6 (incl. references)
Skills in repo
3,342
Repo updated
First seen
Licence
MIT

At a glance

Implement reliability patterns for Shopify apps including circuit breakers for API outages, webhook retry handling, and graceful degradation.

  • Works in 5 steps: Circuit Breaker for Shopify API → Webhook Idempotency → Graceful Degradation with Cached Fallback → …
  • Building fault-tolerant Shopify integrations
  • 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 Reliability Patterns is an agent skill from jeremylongshore/tons-of-skills-marketplace. Implement reliability patterns for Shopify apps including circuit breakers for API outages, webhook retry handling, and graceful degradation. Use when building fault-tolerant Shopify integrations, handling webhook retry storms, or adding resilience to API calls. Trigger with phrases like "shopify reliability", "shopify circuit breaker", "shopify resilience", "shopify fallback", "shopify retry webhook".

Its SKILL.md is about 1.1k tokens, which your agent loads only when the skill is triggered. The skill folder holds 6 other files, including reference files (for example `references/cached-fallback.md`, `references/circuit-breaker.md` and `references/rate-limit-retry.md`). Compatibility notes: Designed for Claude Code

It sits in Backend & APIs, covering Webhooks, Error handling and Incident response. It works with Shopify. 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

  • Building fault-tolerant Shopify integrations
  • Handling webhook retry storms
  • Adding resilience to API calls
  • With phrases like shopify reliability

Example prompts

  • “shopify reliability”
  • “shopify circuit breaker”
  • “shopify resilience”
  • “/shopify-reliability-patterns”

Requirements

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

Workflow steps

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

  1. Circuit Breaker for Shopify API
  2. Webhook Idempotency
  3. Graceful Degradation with Cached Fallback
  4. Webhook Processing Queue
  5. Rate Limit-Aware Retry

What it can do on your machine

Read from SKILL.md and the folder at commit 80f86df. 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

    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):

    • martinfowler.com
    • nodeshift.dev
    • docs.bullmq.io
    • 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 Reliability Patterns loads about 1.1k tokens when it runs, and up to ~2.9k if it reads all its reference files. Until then it costs about 109 tokens; SKILL.md has 380 words of instructions outside code blocks.

Always · name and description, kept in context so the agent knows when to use it
~109
When it runs · the whole SKILL.md, loaded when a task matches
~1.1k
With references · SKILL.md plus every file in references/, read only if the agent opens them
~2.9k

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 80f86df, republished under its MIT licence (© jeremylongshore). 380 words, ~1,085 tokens.

Download SKILL.mdSave it as .claude/skills/shopify-reliability-patterns/SKILL.md (or your agent's skills folder). This skill also uses 5 other files; get the full folder from GitHub.
name
shopify-reliability-patterns
description
Implement reliability patterns for Shopify apps including circuit breakers for API outages, webhook retry handling, and graceful degradation. Use when building fault-tolerant Shopify integrations, handling webhook retry storms, or adding resilience to API calls. Trigger with phrases like "shopify reliability", "shopify circuit breaker", "shopify resilience", "shopify fallback", "shopify retry webhook".
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 Reliability Patterns

Overview

Build fault-tolerant Shopify integrations that handle API outages, webhook retry storms, and rate limit exhaustion gracefully.

Prerequisites

  • Understanding of circuit breaker pattern
  • Queue infrastructure (BullMQ, SQS, etc.) for async processing
  • Cache layer for fallback data

Instructions

Step 1: Circuit Breaker for Shopify API

Wrap all Shopify API calls in a circuit breaker (using opossum) that opens at 50% error rate, only counting 5xx and timeout errors. When open, serve cached data. The breaker auto-tests recovery after 30 seconds in half-open state.

See Circuit Breaker for the complete implementation.

Step 2: Webhook Idempotency

Shopify retries webhooks up to 19 times over 48 hours if your endpoint doesn't return 200. Your handler must be idempotent. Use Redis to track X-Shopify-Webhook-Id with a 7-day TTL. Always respond 200 within 5 seconds, then process asynchronously.

See Webhook Idempotency for the complete implementation.

Step 3: Graceful Degradation with Cached Fallback

Implement a three-tier fallback: try the live API first (caching the result), fall back to cached data, then fall back to an alternative data source (e.g., local DB). Track the data source so you can log degraded responses.

See Cached Fallback for the complete implementation.

Step 4: Webhook Processing Queue

Don't process webhooks inline — queue them with BullMQ for resilience. Verify HMAC first, respond 200 immediately, then enqueue with topic/shop/payload metadata. The worker processes jobs with exponential backoff (5 retries) and idempotency checks.

See Webhook Processing Queue for the complete implementation.

Show full SKILL.md (140 more words)Show less
Step 5: Rate Limit-Aware Retry

Retry logic that respects Shopify's Retry-After header (REST 429) and GraphQL throttle status restore rate. Calculates optimal wait time from available points rather than blindly backing off.

See Rate Limit-Aware Retry for the complete implementation.

Output

  • Circuit breaker preventing cascade failures during Shopify outages
  • Idempotent webhook processing preventing duplicate operations
  • Graceful degradation with cached fallback data
  • Queue-based webhook processing for resilience
  • Rate limit-aware retry logic

Error Handling

IssueCauseSolution
Circuit stays openShopify extended outageServe cached data, monitor status page
Duplicate orders processedMissing idempotencyUse X-Shopify-Webhook-Id for dedup
Queue growing unboundedWorker downMonitor queue depth, alert on backlog
Stale cache served for hoursCircuit never recoversSet max cache staleness, force refresh

Examples

Health Check with Circuit State
typescript
app.get("/health", async (req, res) => {
  res.json({
    status: shopifyCircuit.opened ? "degraded" : "healthy",
    shopify: {
      circuit: shopifyCircuit.opened ? "open" : "closed",
      stats: shopifyCircuit.stats,
    },
    webhookQueue: {
      waiting: await webhookQueue.getWaitingCount(),
      active: await webhookQueue.getActiveCount(),
      failed: await webhookQueue.getFailedCount(),
    },
  });
});

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 5 other files (references) in skills/.curated/shopify-reliability-patterns of jeremylongshore/tons-of-skills-marketplace.

  • SKILL.md
  • references/cached-fallback.md
  • references/circuit-breaker.md
  • references/rate-limit-retry.md
  • references/webhook-idempotency.md
  • references/webhook-processing-queue.md

Open the folder on GitHubat commit 80f86df

Compare with similar skills

Shopify Reliability Patterns 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 Reliability Patterns compared with similar skills
SkillStarsUsed inTokensAuto-checkLicenceRepo updated
Shopify Reliability Patterns this skilljeremylongshore/tons-of-skills-marketplace2.8k—~1.1kAutomated safety check: PassMIT
API Integration Specialistaiskillstore/marketplace4302 repos~2.2kAutomated safety check: PassNone
Shopify APIMicrock/ordinary-claude-skills404—~4.3kAutomated safety check: PassCustom licence
Email Best Practicesviclafouch/meme-studio1107 repos~787Automated safety check: PassNone
API Route Patternsbybren-llc/safe-agentic-workflow423—~1.6kAutomated safety check: PassMIT
Rails Security Multitenancymarckohlbrugge/37signals-skills724—~1.7kAutomated safety check: PassNone

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Works with

Categories

Questions about Shopify Reliability Patterns

What does Shopify Reliability Patterns do?

Implement reliability patterns for Shopify apps including circuit breakers for API outages, webhook retry handling, and graceful degradation. Shopify Reliability Patterns is an agent skill from jeremylongshore/tons-of-skills-marketplace. Implement reliability patterns for Shopify apps including circuit breakers for API outages, webhook retry handling, and graceful degradation.

When should I use Shopify Reliability Patterns?

Shopify Reliability Patterns fits situations like: building fault-tolerant Shopify integrations; handling webhook retry storms; adding resilience to API calls; with phrases like shopify reliability.

How do I install Shopify Reliability Patterns in Claude Code?

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

How do I install Shopify Reliability Patterns in Codex?

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

Can I use Shopify Reliability Patterns 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-reliability-patterns -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-reliability-patterns, .gemini/skills/shopify-reliability-patterns, .github/skills/shopify-reliability-patterns and .opencode/skills/shopify-reliability-patterns in your project.

What does Shopify Reliability Patterns need to run?

SKILL.md names no scripts, command-line tools or credentials: Shopify Reliability Patterns 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 Reliability Patterns access the network?

SKILL.md names 4 domains. As links in the text: martinfowler.com, nodeshift.dev, docs.bullmq.io and shopify.dev. This is read from the text; nothing was executed.

Is Shopify Reliability Patterns 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 Reliability Patterns use?

Shopify Reliability Patterns 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 Reliability Patterns 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 1.8k tokens, read only when the agent opens those files.

What are the alternatives to Shopify Reliability Patterns?

Skills that share tags, products or a category with Shopify Reliability Patterns: API Integration Specialist (aiskillstore/marketplace, 430 stars), Shopify API (Microck/ordinary-claude-skills, 404 stars), Email Best Practices (viclafouch/meme-studio, 110 stars) and API Route Patterns (bybren-llc/safe-agentic-workflow, 423 stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.

Who maintains Shopify Reliability Patterns?

jeremylongshore (a GitHub user) maintains it in jeremylongshore/tons-of-skills-marketplace, which has 2,825 GitHub stars. The repository holds 3,342 skills in this directory. The repository was last updated on October 9, 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.