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BD shopify-ai-toolkit

OpenClaw skill for the Shopify AI Toolkit — search Shopify docs and validate GraphQL, Liquid, Hydrogen, and more. Use for any Shopify app, theme, or storefront development task. Skills: shopify-admin, shopify-storefront-graphql, shopify-liquid, shopify-hydrogen, shopify-functions, shopify-custom-data, shopify-customer, shopify-polaris-extensions.

ClawHub Agent Skills author: John Chan v1.1.0 MIT-0 37 files · 2 scripts body ≈ 576 tokens Open the sourceclawhub.ai↗ analyzed 4 d ago

As a process D 37/100 · Unfinished process — weak spots: steps, result and completion, inputs and preconditions

AnalyzerShopifyInfrastructuretype and topics are labelled automatically from the skill text
Runs in: OpenClaw Claude / Claude Code ChatGPT / Codex Gemini CLI Cursor GitHub Copilot / VS Code Qwen Code Kimi Code CLI Z.ai (GLM) DeepSeek (Deep Code) Mistral Vibe LangChain (deepagents) Goose OpenCode
JSON
Technical rating
B
88/100
safety, quality, tests
Safety 60%
100
Quality 40%
69
Run on models
none yet
Process rating
D
37/100
Unfinished process
Steps w 15
0
Result and completion w 14
0
Inputs and preconditions w 11
0
the three weakest of ten parameters · all ten

How to improve

    For the model run — optional
    • Your own cases (evals/evals.json, 4–6 real requests with expected answers): the full check would then run those instead of a model-drafted suite.
    • A spec.yaml with trigger phrases and assertions — a behaviour contract for CI; `skilltest init` writes a template.

    Guard findings · 0

    ✓ No critical or high findings

    Files scanned: 17. Evidence is masked. Grey chips explain why severity was lowered.

    Against the Agent Skills spec

    • warning frontmatter-yaml SKILL.md: the frontmatter is not valid YAML (YAML parse error: Nested mappings are not allowed in compact mappings at line 2, column 14: description: OpenClaw skill for the Shopify AI Toolkit — search Shopify docs an… ^ ); fields were read line by line. The usual cause is a colon inside an unquoted value

    Process rating: all ten parameters 37/100

    • 0Steps. Prose only: no discrete steps
    • 0Result and completion. Does not say what the result is
    • 0Inputs and preconditions. Does not say what the process needs to start
    • 0Failures and branches. Linear process with no failure handling
    • 0Progress reporting. Says nothing while it works
    • 30Running it twice. 1 mutating operations with no state check
    • 40Consistency. Frontmatter name (shopify-ai-toolkit) differs from the folder (shopify-ai-toolkit-skill)
    • 70When it triggers. States when to use, but not when not to
    • 100Tools and files. No external tools needed
    • 100Execution cost. Instruction body is 576 tokens

    Everything here is measured from the skill text rather than judged by a model, so the numbers are checkable. A parameter weighs more when it is a more common reason for the process to stall.

    Quality signals

    • +5Description has no quoted example phrases that should trigger the skill
    • +4Description does not say when NOT to use the skill (false activations)
    • +3No numbered steps or checklist
    • +3Output format is not stated: the model decides each time
    • -312 of 12 scripts are never mentioned in SKILL.md
    • +2Single-language instructions
    • +3Description length 348: enough signal without eating the budget
    • +4Structure: 6 headings
    • +4Has examples (2 code blocks)
    • +1License stated

    Quality base 70; lint remarks subtract, signals add up to 100. Result: 69.

    External checks

    ClawHub: suspicious
    This Shopify development skill is coherent, but should be reviewed because its required helper scripts send user queries and raw code to Shopify telemetry endpoints by default.
    LLM: suspicious (high) · VirusTotal: · 29 May 2026