tushare

To validate SKILL.md frontmatter, check the root directory for the file and ensure required name and description fields exist. This confirms a valid Skill Unit for extracting dependencies, components, and safety analysis into a structured metadata summary.

A Skill Unit is a discoverable code repository module defined by YAML frontmatter in a SKILL.md file. Validating required name and description fields ensures consistency, allowing automated extraction of dependencies and components for indexing.

Extract dependencies and components by analyzing the unit's scripts and references directories after validating the SKILL.md frontmatter. This process structures metadata, including safety analysis, into a compact, vector-friendly summary suitable for indexing.

Yes, tushare works with pandas to process and structure extracted metadata. By validating SKILL.md frontmatter and analyzing scripts, it generates a compact, vector-friendly summary of finance data tooling units for indexing.

You need code-analysis when managing large code repositories containing finance data tooling modules. Validating SKILL.md frontmatter and extracting metadata from scripts ensures each unit is properly cataloged and discoverable for governance.

Validating metadata using only frontmatter name and description fields limits the scope to basic discoverability. It confirms a valid Skill Unit but requires further analysis of scripts and references directories to extract dependencies and safety data.