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shopify-expert

Builds and debugs Shopify themes (.liquid files, theme.json, sections), develops custom Shopify apps (shopify.app.toml, OAuth, webhooks), and implements Storefront API integrations for headless storefronts. Use when building or customizing Shopify themes, creating Hydrogen or custom React storefronts, developing Shopify apps, implementing checkout UI extensions or Shopify Functions, optimizing performance, or integrating third-party services. Invoke for Liquid templating, Storefront API, app development, checkout customization, Shopify Plus features, App Bridge, Polaris, or Shopify CLI workflows.

71

Quality

89%

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SKILL.md
Quality
Evals
Security

Quality

Content

77%Weight 40%Scale 1-5

Reviews the quality of instructions and guidance provided to agents. Good implementation is clear, handles edge cases, and produces reliable results.

A strong skill body with excellent workflow structure and best-practice progressive disclosure via a load-conditions reference table. Weaknesses are concentrated in token efficiency: a name-dump "Knowledge Reference" section, scattered pinned version numbers, and one or two code lines that would not execute as written.

Suggestions

Delete the "Knowledge Reference" name-list section and the maintainer/footer credit lines — they restate technologies Claude already knows and add no actionable guidance.

Consolidate pinned versions (Storefront API 2024-10, Shopify CLI 3.x, App Bridge 4.0, Hydrogen 2024, Liquid 2.0) into a single "Versions / compatibility" note (or move them into the reference files) so the main body stays version-agnostic and does not silently go stale.

Fix the non-executable code lines: replace `{{ product.description | metafield_tag }}` with `{{ product.metafields.custom.care_instructions | metafield_tag }}`, and replace `shopify app create node` with the CLI 3.x scaffold command (`npm init @shopify/create-app@latest`) or drop it in favor of the existing reference.

DimensionReasoningScore

Conciseness

Mostly efficient — code examples earn their tokens — but the "Knowledge Reference" section is a bare name-dump ("Shopify CLI 3.x, Liquid 2.0, ... Hydrogen 2024, Remix, Oxygen, Polaris, App Bridge 4.0...") of technologies Claude already knows, and pinned time-sensitive versions ("Storefront API 2024-10 or newer", "Hydrogen 2024", "App Bridge 4.0", "Shopify CLI 3.x") are scattered in constraints rather than isolated in a versioning/deprecated section. The footer credit links also add no operational value. Fits anchor 3 ("mostly efficient but includes some unnecessary explanation or could be tightened"). Not 4 because the version pins and the name-list padding are more than trimmable one-liners; not 2 because the bulk (code, commands, reference table) is dense and useful.

3 / 5

Actionability

Five copy-paste-ready blocks cover the common cases: Liquid product template with metafields, OS 2.0 collection filters, a Storefront GraphQL query, CLI command list, and a TypeScript authenticated-admin loader. However, minor gaps exist: `{{ product.description | metafield_tag }}` applies a metafield filter to a plain string, and "shopify app create node" is not a CLI 3.x command (scaffolding is via npm init), so a couple of lines would not run as-is. Fits anchor 4 ("mostly executable guidance; concrete code or commands with minor gaps"). Not 5 because of those broken/outdated lines; not 3 because everything is real code and commands, not pseudocode.

4 / 5

Workflow Clarity

The five-step Core Workflow has an explicit validation step with a feedback loop: "Run `shopify theme check` for Liquid linting; if errors are found, fix them and re-run before proceeding... If validation fails at any step, resolve all reported issues before moving to deployment". Matches anchor 5 (clear sequence, explicit validation, error-recovery loop). Not 4 because validation is not merely present but includes the fix-and-retry loop and a gate before deployment.

5 / 5

Progressive Disclosure

The Reference Guide table maps each of the five topics to an existing one-level-deep file in references/ with an explicit "Load When" condition (e.g. "`references/liquid-templating.md` | Theme development, template customization"); all five files exist and are substantive (690–936 lines). SKILL.md stays an overview with core examples while bulk detail lives in references. Matches anchor 5. Not 4 because navigation is explicit, references are one level deep, and the split is clean with no orphaned or buried paths.

5 / 5

Total

17

/

20

Passed

Description

96%Weight 40%Scale 1-5

Based on the skill's description, can an agent find and select it at the right time? Clear, specific descriptions lead to better discovery.

An excellent description: third-person voice, concrete file-level capabilities, explicit and exhaustive 'Use when'/'Invoke for' trigger guidance. Only weakness is a couple of generic trigger phrases (performance, third-party integration) that create minor overlap risk with related skills.

DimensionReasoningScore

Specificity

Quotes: "Builds and debugs Shopify themes (.liquid files, theme.json, sections)", "develops custom Shopify apps (shopify.app.toml, OAuth, webhooks)", "implements Storefront API integrations for headless storefronts". Multiple specific concrete actions with file-level artifacts, comprehensively covering themes, apps, and headless. Not 4 because coverage spans all three major domains with concrete named artifacts rather than having minor gaps.

5 / 5

Completeness

Explicitly answers "what" ("Builds and debugs Shopify themes... develops custom Shopify apps... implements Storefront API integrations") and "when" with concrete trigger phrases ("Use when building or customizing Shopify themes, creating Hydrogen or custom React storefronts, developing Shopify apps, implementing checkout UI extensions or Shopify Functions"), plus a second explicit "Invoke for" clause. Matches the anchor-5 example structure. Not 4 because the "when" is not merely present but concrete and exhaustive.

5 / 5

Trigger Term Quality

Natural terms a user would say: "Shopify themes", "Liquid templating", "Hydrogen", "checkout UI extensions", "Shopify Functions", "Polaris", "App Bridge", "Shopify CLI", plus file extensions like ".liquid" and "theme.json". Comprehensive coverage including synonyms (headless storefronts / custom React storefronts). Not 4 because both common phrasings and technical synonyms are present with essentially no missing natural variants.

5 / 5

Distinctiveness Conflict Risk

Clear Shopify niche with distinct platform-locked triggers (Liquid, Storefront API, Polaris, App Bridge), but two trigger phrases are generic: "optimizing performance" and "integrating third-party services", and "custom React storefronts" overlaps with a closely related react-expert skill (listed in related-skills). Fits anchor 4 ("mostly distinct; minor overlap risk with closely related skills"). Not 5 because those generic phrases could fire on non-Shopify performance or React requests; not 3 because the overwhelming framing is unambiguously Shopify-specific.

4 / 5

Total

19

/

20

Passed

Validation

100%

Checks the skill against the spec for correct structure and formatting. All validation checks must pass before discovery and implementation can be scored.

Validation — 16 / 16 Passed

Validation for skill structure

No warnings or errors.

Repository

Jeffallan/claude-skills

Path

skills/shopify-expert/SKILL.md

Reviewed

Table of Contents

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