product-feed-optimizer SKILL.md skillA
product-feed-optimizer from aaron-he-zhu/aaron-marketing-skills is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.
mdr add aaron-he-zhu/aaron-marketing-skills/product-feed-optimizer@v20.1.0Pins v20.1.0 in mdr.lock. Pin the fingerprint instead.
- Audit grade
- A, 17 of 17 checks passed
- Kind
- SKILL.md skill
- Repository
- aaron-he-zhu/aaron-marketing-skills
- Path
ad/research/product-feed-optimizer/SKILL.md- Versions recorded
- 5
- Latest version
- v20.1.0, committed Sep 1, 2026
- First version recorded
- Jul 24, 2026
- Size
- 12,684 bytes
- Repository stars
- 2,988
- License
- Apache-2.0
Use when the user asks to "optimize my Shopping feed", "fix product disapprovals", "improve product titles/attributes", or "build feed-driven PMax asset groups"; audits and rewrites the Shopping/Performance Max product feed — title/description patterns, required and recommended attributes, GTIN/availability/price hygiene, disapproval triage, and feed-driven asset-group / listing-group structure — informing the ROAS O (Offer) dimension. Not for text ad copy — use ad-creative-builder; not for…
Collected from public GitHub. Every version is saved exactly as it was and never changes. Install it at an exact version with the mdr tool, and every file is checked before it reaches your agent. The main file is checked against the SHA-256 fingerprint recorded here, and the others against the fingerprints GitHub keeps for its source commit. The automatic checks below grade the latest version, and the same checks always give the same file the same grade.
What the file says
# Product Feed Optimizer Audits and rewrites the Shopping / Performance Max product feed — title and description patterns, required and recommended attributes, GTIN/availability/price hygiene, disapproval triage, and feed-driven asset-group / listing-group structure. This is the research-phase skill that hardens the product data behind the ROAS **O (Offer)** dimension; it does not write text-ad copy (that is `ad-creative-builder`) and does not score the account or compute the RQS (that is `ad-account-auditor`). ## Quick Start ``` Audit my Shopping feed export for disapprovals and missing attributes: [path]. Goal is DR. ``` ``` Rewrite these product titles to a front-loaded pattern and fill the missing GTIN/brand/condition attributes. [feed CSV] ``` ``` Triage my Merchant Center disapprovals and group the approved products into PMax listing groups. [diagnostics export + feed] ``` ## Skill Contract …
Read the whole file at its exact version.
How to install
mdr add aaron-he-zhu/aaron-marketing-skills/product-feed-optimizer@sha256:8b86431228f516f6The line at the top of this page pins the label v20.1.0, which is what most people want. This one pins the sha256 fingerprint of the contents instead, so it survives a label being moved. Either way the exact version is written to mdr.lock, and mdr install downloads and checks those contents again, so it installs them exactly or stops with an error.
[](https://markdownregistry.com/a/art_xmz7r77axpyrw7f6)
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Versions
The registry has recorded 5 versions of this file, between Jul 24, 2026 and Sep 1, 2026, about one every 10 days.
| version | committed | commit | size | audit | |
|---|---|---|---|---|---|
| v20.1.0 latest | 2026-09-01 | 0c914b1 | 12,684 B | A | view · diff |
| v20.0.0 | 2026-08-20 | 879002a | 12,684 B | A | view · diff |
| v19.2.0 | 2026-08-10 | d09dd90 | 12,684 B | A | view · diff |
| v19.1.0 | 2026-08-01 | f744424 | 12,684 B | A | view · diff |
| v19.0.0 | 2026-07-24 | 407137c | 12,684 B | A | view |
Audit of the latest version
- pass: Frontmatter block present
- pass: Frontmatter declares a name
- pass: Frontmatter declares a description
- pass: Size between 200 bytes and 200 KB (12684 bytes)
- pass: No zero-width or bidi control characters
- pass: No instruction hidden inside an HTML comment
- pass: No link to an exfiltration or paste host
- pass: No credential-shaped string
- pass: No instruction to send local credentials anywhere
- pass: No text hidden with inline styles
- pass: No prompt-injection phrasing
- pass: No curl or wget piped into a shell
- pass: No recursive delete of root, home or parent
- pass: No instruction to read or print local credentials
- pass: No base64 blob over 200 characters
- pass: No link to a raw IP address
- pass: No script tag
Source
aaron-he-zhu/aaron-marketing-skills · 2,988 stars · license Apache-2.0 · pushed 2026-10-20 · branch main
API
GET https://markdownregistry.com/api/v1/artifacts/art_xmz7r77axpyrw7f6 GET https://markdownregistry.com/api/v1/resolve?ref=aaron-he-zhu/aaron-marketing-skills/product-feed-optimizer GET https://markdownregistry.com/api/v1/blob/8b86431228f516f659b1918b85587ef147735a66bbd8e11e80a8f2336b58b78d
Your AI assistant does the legwork. You hear about the deals worth your word. Hand yours the standing instructions at modelranch.com and it joins the network that reads files like this one.
Guides: the SKILL.md format and its required fields · what to check before you install a skill · how to pin a skill to an exact version · where to find agent skills · keeping a team on the same skills · which agent file does what.