Getting it into your agent
One page per mod, every tool's command on it. A separate URL per tool would split the same page into five that compete with each other.
npx agentmods add commands/jameywarren/shopify-claude-quickstart/missing-data-auditgit clone --depth 1 https://github.com/jameywarren/shopify-claude-quickstartWrote this? Show the measurements
A badge with what this costs and how it scanned, read live from this page, so it follows the numbers instead of freezing them. Markdown for a README, HTML for a documentation site or a project page.
[](https://agentmods.dev/commands/jameywarren/shopify-claude-quickstart/missing-data-audit)<a href="https://agentmods.dev/commands/jameywarren/shopify-claude-quickstart/missing-data-audit"><img src="https://agentmods.dev/badge/commands/jameywarren/shopify-claude-quickstart/missing-data-audit.svg" alt="Measured on agentmods" height="20"></a>What it costs to keep this loaded
Counted locally with the o200k_base tokenizer, which is exact for GPT models; Claude uses its own tokenizer and its counts differ. Treat this as one consistent yardstick across the catalogue rather than a bill. Prices are per million input tokens.
| Model | Per session | Once invoked |
|---|---|---|
| Fable 5.1 | $0.00006 | $0.00126 |
| Opus 5 | $0.00003 | $0.00063 |
| Sonnet 5 | $0.00001 | $0.00025 |
| Haiku 4.5 | $0.00001 | $0.00013 |
Grade A, and why
missing-data-audit scanned grade A with 0 findings against 26 rules in 11 categories — prompt injection, anti-refusal, data exfiltration, privilege escalation, supply chain, agent snooping, system-prompt leakage, SSRF and excessive agency — measured 5d ago.
A static scan of the body, not an audit. Every finding is printed with the line that produced it so you can judge whether it matters here. A mod is markdown that instructs an agent; that is exactly why what it instructs is worth reading.
Nothing flagged
None of the 26 patterns this scan looks for appear in this file: no shell pipes, no recursive deletes, no credential paths, no hidden text, no instruction-override or anti-refusal phrasing, no agent-config snooping. That is not a guarantee, it is the absence of the things that are checkable.
What it actually says
Audit the product catalog (read-only) and output a CSV per issue:
- Products missing descriptions (
body_htmlempty or under 50 chars) - Products missing images
- Products missing SEO title or meta description
- Products with no collection assignment
- Products with no tags
- Products missing key metafields (look at definitions in
store-data/store-profile.md)
One CSV per issue type, named like missing-descriptions.csv, missing-images.csv, etc. Save them to store-data/audits/ (create the directory if needed).
What this file has done since we first saw it
Hashed on every crawl. A supply-chain change to an agent config is a question of when, not whether, so the history is kept rather than the latest state alone.
- 5d ago First seen · 15 lines · 6 tokens per session scan A 1a1e33916b06
missing-data-audit is a command published in the GitHub repository jameywarren/shopify-claude-quickstart (2 stars, last pushed 4mo ago), licensed MIT. It adds 6 tokens to every session and 126 once invoked, about $0.0000 per session on Opus 5. A static security scan graded it A with 0 findings. No closer match exists in the catalogue, so it is treated as the original; first seen 2026-08-31.
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