This file summarizes delivered backlog themes and future direction.

Delivered Themes

• richer role realism and README generation quality
• repo-source intake and style-guide support
• variable discovery and provenance improvements
• collection plugin inventory and CLI subcommand redesign
• annotation quality metrics and strict policy options

Ongoing Focus

• reduce ambiguity in inferred variables
• maintain high test coverage on scanner and parser paths
• improve operator ergonomics for fleet-scale usage