---
title: "skulayer"
description: "SKULayer is the preview-first feed optimization layer for retailers and agencies. This plugin connects your AI assistant to SKULayer so it can audit your product feed, turn issues into safe previewable fixes, and keep a "
canonical: https://agentpluginsdirectory.com/plugins/skulayer
last-updated: 2026-09-27
---

# skulayer
SKULayer is the preview-first feed optimization layer for retailers and agencies. This plugin connects your AI assistant to SKULayer so it can audit your product feed, turn issues into safe previewable fixes, and keep a cleaner feed flowing to Google Shopping and Meta.
- Slug: skulayer
- Publisher: SKULayer Ltd
- Repository: https://github.com/SKULayer/skulayer-agent-plugin
- Manifest: plugin.json
- Version: 0.1.0
- License: MIT
- Category (editorial): integrations
- Skills: 3 (feed-audit, feed-fix, feed-health)
- MCP servers: 1 (skulayer)
- Stars: 0
- Repository created: 2026-08-13
- Repository last pushed: 2026-08-14
- Publisher type: Organization
- Listing: https://agentpluginsdirectory.com/plugins/skulayer
- Schema: https://agent-plugins.org/schemas/1.0.0/plugin.schema.json

## Skills

- feed-audit: Audit a product feed with SKULayer and explain what is holding it back in plain English. Use when the user asks to audit their feed, check their product feed, understand Merchant Center disapprovals or warnings, find out why products are not showing on Google Shopping or Meta, or asks what is wrong…
- feed-fix: Turn product feed issues into safe, previewable SKULayer rules. Use when the user wants to fix feed issues, clean up titles, fill missing fields, map product categories, write or edit feed rules, or apply fixes that came out of a feed audit. Preview-first, always.
- feed-health: Quick recurring health check on a SKULayer feed. Use when the user asks how their feed is doing, whether the last run worked, whether anything new is disapproved, or wants a weekly or scheduled feed check. Reports change, not state.

Descriptions come from the frontmatter of each SKILL.md, punctuation lightly normalized.

## MCP servers

- skulayer: transport: streamable-http; url: https://skulayer.com/mcp

Read from the plugin's own mcp.json. Environment variable names only, never values.