Auto Context Generation - Bootstrap Workflow

This skill guides the process of bootstrapping an initial ContextSet (baseline context) from the target database schema.

Input

Before beginning the workflow, you explicitly require:

• An active tools.yaml configuration (located in autoctx/) with database schema fetching tools configured (e.g., <source>-list-schemas).
• Target database schemas to act upon.

Workflow

Follow these steps exactly in order:

1. Condition Check & Schema Retrieval:
   • You must explicitly ask the user for a descriptive name for this tuning experiment (e.g., sales_db_tuning). A new dedicated subfolder will be created inside the autoctx/experiments/ directory using this name to hold the entire tuning lifecycle and prevent any surprises. Do not proceed until you have their confirmation.
   • Use the available Toolbox MCP tools configured in the active autoctx/tools.yaml to fetch the schemas for the target database.
   • Present the retrieved schema summary structurally and cleanly to the user. Ask the user if they want to filter or focus on specific schemas or tables.
   • Source Enrichment: Prompt the user for any existing Design Docs or Application Code (e.g., ORM models, SQL queries) they wish to provide to enrich the context generation. Wait for the user's response before proceeding.