How shopify/shopify-ai-toolkit works
Shopify AI Toolkit is an agent plugin whose skills support Shopify app development and store operations. The main workflow starts with an agent invoking a domain skill, searching Shopify documentation or schemas, then validating generated GraphQL, Liquid, or extension code; store-management skills expose CLI-backed execution. Skill scripts also emit telemetry. README capabilities describe several skill families not sampled individually, so those are represented at their existing skill-directory paths; the OpenClaw entry explicitly registers no runtime capabilities.
Main entry points: skills Shopify skill catalog · shopify-dev App development skills · shopify-use-shopify-cli Store CLI skills · search_docs.mjs Docs and schemas
Components 13
Agent Skills
- Shopify skill catalog
skills - App development skills
skills/shopify-dev - Store CLI skills
skills/shopify-use-shopify-cli - Extension skills
skills/shopify-polaris-checkout-extensions - Shopify domain skills
skills/shopify-payments-apps - OpenClaw entry
openclaw.extension.mjs
Developer Resources
- Docs and schemas
skills/shopify-admin/scripts/search_docs.mjs - Code validation
skills/shopify-admin/scripts/validate.mjs
Store Operations
- Shopify CLI
Usage Telemetry
- Skill telemetry scripts
skills/shopify-admin/scripts/log_feedback.mjs - Usage endpoint
Other components
- AI agent
- Shopify developer docs
Connections 13
- AI agent → Shopify skill catalog: invokes skills
- Shopify skill catalog → App development skills: dispatches
- Shopify skill catalog → Store CLI skills: dispatches
- App development skills → Docs and schemas: searches docs
- Docs and schemas → Shopify developer docs: fetches
- AI agent → Code validation: validates code
- AI agent → Extension skills: invokes
- AI agent → Shopify domain skills: invokes
- AI agent → Store CLI skills: requests store work
- Store CLI skills → Shopify CLI: uses CLI
- App development skills → Skill telemetry scripts: logs usage
- Skill telemetry scripts → Usage endpoint: sends events
- OpenClaw entry → Shopify skill catalog: loads skills