Explore skills

Design and implement NLWeb tools — the per-Schema.org-type handlers that turn a query into a specialized response (search, item_details, compare_items, ensemble, recipe_substitution, accompaniment, conversation_search, etc.). Covers `tools.xml`, the ToolSelector router, builtin handlers in `methods/`, writing a custom tool with a `<returnStruc>` contract, and disabling tool selection for raw retri

Customize NLWeb's LLM prompts and per-Schema.org-type behavior via `prompts.xml` and `site_types.xml` — covers the `<promptString>` template format, `<returnStruc>` JSON schemas, prompt inheritance, decontextualization/ranking/generate templates, per-site overrides, and pitfalls of editing prompts in place. Use when tuning answer quality, supporting a new domain, or localizing prompts.

Choose and configure NLWeb retrieval backends — Qdrant (local + remote), Azure AI Search, Elasticsearch, OpenSearch (with/without k-NN), Postgres pgvector, Milvus, Snowflake Cortex Search, Cloudflare AutoRAG, Shopify MCP, and Bing Web Search. Covers `config_retrieval.yaml`, the single `write_endpoint` rule, parallel read-fanout with URL dedup, and per-backend setup pages. Use when picking a retrie

Work with Saleor's typed attribute system — attribute types, product types, page types, variant selection attributes, and attribute-based filtering. Use when defining product schemas.

Prepare and structure site content as Schema.org JSON-LD for NLWeb ingestion — covers the supported types (Recipe, Product, Movie, Event, Article, RealEstate, Course, etc.), per-type behavior in NLWeb's tool routing, JSON-LD embedding patterns in HTML, sites.xml registration, and how the `schema_object` flows through ranking back to agent results. Use when authoring or auditing the structured data

Write GraphQL queries, mutations, and subscriptions — fragments, code generation, TypedDocumentNode, variables, error handling, and client setup. Use when writing GraphQL code for Saleor.

Write Python and Django code for Saleor — Django ORM patterns, signals, Celery tasks, type hints, migrations, management commands, and async views. Use when writing Python/Django in Saleor projects.

Manage the Saleor catalog — products, variants, product types, categories, collections, media, and warehouse stock. Use when working with Saleor product data.

Configure Saleor channels — multi-currency, multi-region, per-channel pricing, warehouse allocation, and multi-brand setups. Use when managing multi-channel commerce.

Manage Salesforce Commerce customers — B2C (customer objects, customer groups, segmentation, SLAS authentication, wishlists) and B2B (Account/Contact, buyer groups, buyer permissions, self-registration). Both platforms share Data Cloud for unified customer profiles and consent management.

Optimize Shopify performance — Liquid rendering, asset optimization, CDN strategies, Core Web Vitals, Hydrogen caching, image optimization, preloading, and lazy loading. Use when improving Shopify store speed.

Implement UCP Embedded Checkout Protocol — iframe/webview-based checkout UI for human escalation using JSON-RPC 2.0 over postMessage. Use when the checkout status is requires_escalation and the buyer needs a merchant-hosted UI.