What problem does it solve? When starting work with dltHub, users often do not know which workflow toolkit fits their goal, and the right toolkit may not be installed yet. This Skill maps user intent to the correct toolkit, installs it on demand, and hands over to its entry skill without losing conversation context. ## Core Features & Use Cases - Intent-based routing: Matches requests like building REST API pipelines, ingesting from SQL databases, or deploying pipelines to the right toolkit using the always-loaded toolkit index. - On-demand installation: Installs the matched toolkit via dlthub --non-interactive ai toolkit install <name> and verifies the result only when needed. - Live discovery fallback: Uses the dlt-workspace-mcp MCP server (list_toolkits, toolkit_info) or CLI commands when the index has no matching row. - Use Case: A user says "I want to pull data from a REST API" but no pipeline toolkit is installed. The router identifies the matching toolkit, installs it, loads its entry skill inline, and continues the task in the same session. ## Quick Start Ask the agent what you can build with dltHub or describe a data-engineering goal such as ingesting data from a SQL database, and it will route you to the right toolkit.
