End-to-end verification + Linear evidence + PR for PIL changes. Use after modifying any pil_*.py script or LaunchAgent plist.
Full-stack app pipeline — build, test, review, and deploy across one or ALL repos. Scans CLAUDE.md, MEMORY.md, TODOs, open PRs, and issues for shippable work.
Ship a feature branch: write docs, bump version, create PR with screenshots and evidence. Links Linear tickets if available. Use when ready to merge.
Take an AI Atelie task — issue, ticket, or ad-hoc ask — all the way from description to merged-ready PR.
Shipamax integration. Manage data, records, and automate workflows. Use when the user wants to interact with Shipamax data.
Shipcloud integration. Manage Shipments, Trackings, Carriers, Services, Labels, Pickups and more. Use when the user wants to interact with Shipcloud data.
Shipday integration. Manage Accounts. Use when the user wants to interact with Shipday data.
Automate Shipengine tasks via Rube MCP (Composio). Always search tools first for current schemas.
ShipHero integration. Manage data, records, and automate workflows. Use when the user wants to interact with ShipHero data.
ShipperHQ integration. Manage data, records, and automate workflows. Use when the user wants to interact with ShipperHQ data.
Prepares production launches. Use when preparing to deploy to production. Use when you need a pre-launch checklist, when setting up monitoring, when planning a staged rollout, or…
Shippo integration. Manage Shipments, Batchs. Use when the user wants to interact with Shippo data.
ShipStation integration. Manage Orders, Products, Customers, Warehouses, Users, Stores and more. Use when the user wants to interact with ShipStation data.
ShipWorks integration. Manage data, records, and automate workflows. Use when the user wants to interact with ShipWorks data.
Autonomous app builder that converts plain-English descriptions into fully built, tested applications.
Document ID management for Git repositories. Validates, assigns, and tracks immutable doc_ids across Markdown/YAML files.
Interactive wizard: guided questions with multiple-choice options about subscriptions, then outputs a ready-to-paste capability_tiers YAML + fixed agent model assignments.
All AI CLI tools × available models × required subscriptions × Bloom max capability. Reference table for choosing which models to use in multi-agent-shogun.
Screenshot manager for macOS. Use when you need to view or change screenshot preferences like save location, format, or naming.
Shopee integration. Manage Recordses. Use when the user wants to interact with Shopee data.
Frontend Shopify Admin para FluxBot Studio - App Remix con Polaris, App Bridge, integracion con backend IA
App stack advisor — essential apps by business stage, cost optimization, performance impact analysis
Automate Shopify tasks via Rube MCP (Composio): products, orders, customers, inventory, collections. Always search tools first for current schemas.
Build Shopify Plus B2B features with companies, catalogs, and wholesale pricing. Use when setting up wholesale accounts, creating price lists, or configuring B2B checkout with…
Checkout optimization — Checkout Extensibility, custom fields, express payments, trust elements
Optimize Shopify app costs through plan selection, API usage monitoring, and Shopify Plus upgrade analysis.
Handle Shopify customer PII, implement GDPR/CCPA compliance, and manage data retention with Shopify's mandatory privacy webhooks.
Dropshipping setup and scaling — supplier integration, automation, pricing strategy, customer experience
Email automation flows — welcome series, abandoned cart, post-purchase, win-back, browse abandonment
Implement Shopify Plus access control patterns with staff permissions, multi-location management, and Shopify Organization features.
Builds and debugs Shopify themes (.liquid files, theme.json, sections), develops custom Shopify apps (shopify.app.toml, OAuth, webhooks), and implements Storefront API…
Build Shopify Functions for custom discount, payment, and delivery logic in a WASM sandbox. Use when creating custom discount rules, payment customizations, delivery options, or…
Google integration — Shopping feed, Performance Max, free listings, Merchant Center optimization
Execute Shopify incident response with triage using Shopify status page, API health checks, and rate limit diagnosis.
Multi-location inventory — transfers, low stock alerts, demand forecasting, safety stock, ABC analysis
Load test Shopify integrations respecting API rate limits, plan capacity with k6, and scale for Shopify Plus burst events (flash sales, BFCM).
Configure Shopify local development with Shopify CLI, hot reload, and ngrok tunneling. Use when setting up a development environment, configuring test workflows, or establishing a…
Customer loyalty and rewards — points systems, VIP tiers, referral programs, app selection
Platform migration to Shopify — from WooCommerce, Magento, BigCommerce, data transfer, URL redirects
Migrate e-commerce data to Shopify using bulk operations, product imports, and the strangler fig pattern for gradual platform migration.
Set up observability for Shopify app integrations with query cost tracking, rate limit monitoring, webhook delivery metrics, and structured logging.
Create and manage Shopify products via the Admin API. Workflow: gather product data, choose method (API or CSV), execute, verify.
Implement reliability patterns for Shopify apps including circuit breakers for API outages, webhook retry handling, and graceful degradation.
Set up Shopify CLI auth and Admin API access for a store. Workflow: install CLI, authenticate, create custom app, store access token, verify.
Store speed audit — lazy loading, image compression, app bloat removal, theme code optimization
Build headless storefronts with Shopify's Storefront API and Cart API. Use when building custom frontends, setting up Hydrogen, querying products for customer-facing apps, or…
Subscription program setup — recurring billing, frequency options, churn reduction, lifetime value
Expert Shopify theme development with Liquid, Online Store 2.0, and performance best practices
Theme speed and UX optimization — Core Web Vitals, Liquid code, image loading, mobile responsiveness
Optimize Shopify theme performance for Core Web Vitals (LCP, CLS, INP). Use when diagnosing slow page loads, fixing lazy-loaded hero images, profiling Liquid render times, or…
Upsell and cross-sell strategy — product recommendations, cart upsells, post-purchase offers, bundles
Register and handle Shopify webhooks including mandatory GDPR compliance topics. Use when setting up webhook subscriptions, handling order/product events, or implementing the…
B2B/wholesale setup — wholesale pricing, minimum orders, custom catalogs, net payment terms
Shopline integration. Manage Persons, Organizations, Deals, Leads, Activities, Notes and more. Use when the user wants to interact with Shopline data.
Skapa en konsoliderad inköpslista från ett antal recept i Notion (Recept-pipeline) och spara den som en ny sida i Notion-databasen Inköpslistor — kategoriserad per…
Shoprocket integration. Manage Organizations. Use when the user wants to interact with Shoprocket data.
Shoprocket integration. Manage data, records, and automate workflows. Use when the user wants to interact with Shoprocket data.
Shopwaive integration. Manage Organizations. Use when the user wants to interact with Shopwaive data.
Automate Short IO tasks via Rube MCP (Composio). Always search tools first for current schemas.
Automate Short Menu tasks via Rube MCP (Composio). Always search tools first for current schemas.