gpd-digest-knowledge

To create a knowledge document from an arXiv ID, input the ID into this Skill to classify the source and automatically draft a structured document. The workflow resolves the target path and validates the schema to ensure consistent document generation within your workspace.

Updating an existing knowledge document draft requires specifying the knowledge path within your project-aware workspace. The Skill resolves the target, modifies the draft, and applies schema validation to maintain document lifecycle integrity without confusion.

You can generate knowledge documents directly from a source file path. The Skill classifies the input, reads the source file using built-in file tools, and drafts a new knowledge document while meeting strict schema requirements.

Automated input classification for knowledge document creation works by categorizing inputs into paths, source files, arXiv IDs, or topics. This deterministic process resolves the correct target and ensures consistent drafting outcomes.

A limitation when managing knowledge documents is the strict adherence to schema requirements and document lifecycle integrity. Inputs must be valid paths, source files, arXiv IDs, or topics to ensure the automated workflow resolves targets correctly.