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BF shopify-manager

AI-powered Shopify store management through natural language prompts

ClawHub Agent Skills author: boblobclaw v1.0.1 19 files · 1 script body ≈ 4 040 tokens Open the sourceclawhub.ai↗ analyzed 2 d ago

As a process F 43/100 · Will not run — References files that are not bundled: templates/index.liquid, templates/product.liquid, templates/cart.liquid

ProcedureShopifyAI and agentsSecuritytype 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
80/100
safety, quality, tests
Safety 60%
96
Quality 40%
56
Run on models
none yet
Process rating
F
43/100
Will not run
References files that are not bundled: templates/index.liquid, templates/product.liquid, templates/cart.liquid
Tools and files w 18
0
Result and completion w 14
0
When it triggers w 12
20
the three weakest of ten parameters · all ten

How to improve

  1. Say in the description WHEN to use the skill ("use when…", example requests): that is the agent's main cue.
  2. The text references files that are not there: add them or drop the references.
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 · 4

✓ No critical or high findings

Medium and low: 4
  • low Secrets in code secret-high-entropy-token clawhub.yaml:11
    High-entropy token-like string (may be an id, hash or a credential) (quoted — discussed, not commanded)
    ethereum: "0x65…B27"
    quoted
  • low Secrets in code secret-high-entropy-token clawhub.yaml:71
    High-entropy token-like string (may be an id, hash or a credential)
    Tips (optional): ETH 0x65…B27
  • low Secrets in code secret-high-entropy-token README.md:299
    High-entropy token-like string (may be an id, hash or a credential) (quoted — discussed, not commanded)
    **Ethereum (ETH):** `0x65…B27`
    quoted
  • low Secrets in code secret-high-entropy-token SKILL.md:577
    High-entropy token-like string (may be an id, hash or a credential) (quoted — discussed, not commanded)
    **Ethereum Address:** `0x65…B27`
    quoted

Files scanned: 19. Evidence is masked. Grey chips explain why severity was lowered.

Against the Agent Skills spec

  • warning description-no-when description does not say WHEN to use the skill (no "use when")
  • warning missing-ref reference to a missing file: templates/index.liquid
  • warning missing-ref reference to a missing file: templates/product.liquid
  • warning missing-ref reference to a missing file: templates/cart.liquid
  • warning missing-ref reference to a missing file: assets/theme.css
  • warning missing-ref reference to a missing file: assets/theme.js
  • note frontmatter-key unknown frontmatter key "requirements"

Process rating: all ten parameters 43/100

Will not run. References files that are not bundled: templates/index.liquid, templates/product.liquid, templates/cart.liquid
  • 0Tools and files. 5 referenced file(s) missing: templates/index.liquid, templates/product.liquid, templates/cart.liquid
  • 0Result and completion. Does not say what the result is
  • 20When it triggers. No condition that starts the skill
  • 30Running it twice. 22 mutating operations with no state check
  • 50Failures and branches. 0 branches, has a failure section
  • 70Inputs and preconditions. Inputs and preconditions are listed
  • 70Execution cost. Instruction body is 4040 tokens
  • 85Steps. 125 steps, 1 vague phrases
  • 100Consistency. Name and required fields are in place
  • 100Progress reporting. Reports progress
  • medium Safety rules and hard prohibitions inside a skill: they belong in the system prompt, here they protect nothing
  • low 12 top-level sections: this looks like several domains in one skill

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)
  • +3Description length 68: 120–800 characters recommended
  • +3Output format is not stated: the model decides each time
  • +1No license
  • +2Single-language instructions
  • +4Structure: 30 headings
  • +3Step-by-step instructions: 125 items
  • +4Has examples (16 code blocks)

Quality base 70; lint remarks subtract, signals add up to 100. Result: 56.

External checks

ClawHub: suspicious
This Shopify skill mostly does what it says, but it asks for powerful store access while underplaying customer/order data exposure and includes an agent-facing crypto tip request.
LLM: suspicious (high) · VirusTotal: malicious · 28 May 2026