Explorar skills

Configure NLWeb LLM and embedding providers — OpenAI, Azure OpenAI (default), Anthropic, Google Gemini, DeepSeek on Azure, Llama on Azure, HuggingFace, Inception Labs, Snowflake Cortex, Ollama, Pi Labs. Covers `config_llm.yaml` high/low tier model selection, the ModelRouter cost/quality routing logic, `config_embedding.yaml`, and adding a custom provider. Use when picking models, tuning cost, or w

Manage the Saleor order lifecycle — order creation, fulfillments, returns, refunds, draft orders, and order events. Use when working with Saleor orders.

Implement ACP order lifecycle management and webhook event delivery. Use when building order creation, status tracking, fulfillment updates, post-purchase adjustments, and HMAC-signed webhook emission.

Run and write UCP conformance tests — validate a UCP implementation against the official test suite covering checkout lifecycle, orders, fulfillment, payments, idempotency, webhooks, and security. Use when testing or validating a UCP implementation.

Bootstrap a local NLWeb development environment from scratch — clone the repo, configure .env, install Python deps via `nlweb init-python`, run `nlweb init` for interactive LLM/retrieval selection, load sample Schema.org data, and verify with `nlweb check`. Use when starting a new NLWeb deployment from zero.

Implement Medusa v2 fulfillment — fulfillment module, provider interface, shipping options, fulfillment sets, shipping profiles, and multi-warehouse support. Use when adding fulfillment providers.

Work with BigCommerce orders — order lifecycle, statuses, line items, shipments, refunds, order metafields, and fulfillment. Use when building order management integrations or processing orders programmatically.

Implement UCP Order capability and webhook delivery — post-purchase order management with fulfillment tracking, adjustments (refunds/returns), and cryptographically signed webhook notifications. Use when building order management or webhook infrastructure.

NLWeb development patterns — the mixed-mode programming philosophy, FastTrack vs Analysis parallel paths, config file precedence and the `mode: development` override trap, in-stream NLWS headers vs HTTP headers, embedding/ingest determinism, debugging the LLM-call chain, neural scorer selection (NLWebScorer ModernBERT+GAM), and the A2A / AgentFinder / DataFinder / ModelRouter subsystems. Use when

Manage Shopify orders — order lifecycle, FulfillmentOrder model, returns and refunds, draft orders, order editing, transactions, metafields, and risk analysis. Use when working with Shopify order processing.

Manage Salesforce Commerce orders — B2C (SCAPI order objects, status lifecycle, order confirmation, returns) and B2B (Order object, OrderItem, splits, approval workflows, fulfillment). Use when implementing order management across either platform.

Manage Medusa v2 orders — order lifecycle and state machine, fulfillment workflows, returns, exchanges, claims, draft orders, and order editing. Use when working with order processing.