feed-audit

feed-audit is a command for Claude Code from HYPD-AI/ads-mcp-plugin. It costs 16 tokens per session (176 once invoked), scanned A, original, MIT.

A quality review of a Merchant Center product feed. Merchant Center is Google’s service for sending product information to shopping ads and listings.

In plain words
What is it for?
Use it to check disapprovals, product attributes, identifiers, and custom labels in a feed.
Why use it?
It helps identify product data problems that can cause products to be rejected or shown with incomplete information.

Command for Claude Code

Written for Claude Code: argument-hint in frontmatter.

Part of the hypd-ai-ads plugin — 3 skills, 11 commands, 2 MCP servers shipped together

Install

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.

agentmods
npx agentmods add commands/hypd-ai/ads-mcp-plugin/feed-audit
Clone the repo
git clone --depth 1 https://github.com/HYPD-AI/ads-mcp-plugin

Made for: Claude Code.

Or install hypd-ai-ads, the plugin that ships this one along with the rest of its 3 skills, 11 commands, 2 MCP servers.

Wrote 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.

agentmods badge for feed-audit

README.md
[![agentmods](https://agentmods.dev/badge/commands/hypd-ai/ads-mcp-plugin/feed-audit.svg)](https://agentmods.dev/commands/hypd-ai/ads-mcp-plugin/feed-audit)
Your own site
<a href="https://agentmods.dev/commands/hypd-ai/ads-mcp-plugin/feed-audit"><img src="https://agentmods.dev/badge/commands/hypd-ai/ads-mcp-plugin/feed-audit.svg" alt="Measured on agentmods" height="20"></a>
Per session 16 Only the description is in the session, so the agent can decide to use it. The body loads when it is invoked.
When invoked 176 The whole file, excluding the scripts and references it only reads on demand.
Security scan A 0 findings. Scan, not verified.
Origin original No closer match found in the catalogue.
Token cost

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.

ModelPer sessionOnce invoked
Fable 5.1 $0.00016 $0.00176
Opus 5 $0.00008 $0.00088
Sonnet 5 $0.00003 $0.00035
Haiku 4.5 $0.00002 $0.00018

Measured 5d ago against content hash 345f0656d941, method: parsed. Prices are Anthropic first-party input rates as of 2026-09-05, from the pricing page.

Security

Grade A, and why

feed-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.

commands/feed-audit.md · 12 lines

What it actually says

Run a Merchant Center feed quality audit for $ARGUMENTS.

  1. Ensure init has been run once this session — call it first if not.
  2. Resolve which account the user means (list accounts if needed).
  3. Call prompt_templates_run with key mc-feed-quality-audit and follow the returned prompt's [input] directives — $ARGUMENTS may already answer some of them; ask only for what is still missing.
  4. Execute the analysis with HYPD's tools and deliver every output section the returned prompt asks for.

If HYPD is unavailable or not authenticated, do not fail — follow the hypd-getting-started skill to guide the user through connecting.

Changes

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.

  1. 5d ago First seen · 12 lines · 16 tokens per session scan A 345f0656d941

Subscribe to this mod's changes

feed-audit is a command published in the GitHub repository HYPD-AI/ads-mcp-plugin (2 stars, last pushed 12d ago), licensed MIT. It adds 16 tokens to every session and 176 once invoked, about $0.0001 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.