Results

Evaluation approach

Pending completion of the project, the success of Auto Doc will be evaluated against a clear set of technical and workflow-based outcomes.

Evaluation criteria

• The service can successfully Analyse a target GitHub or GitLab repository and identify documentation coverage for supported source files.

• The system produces useful docstring suggestions that are clear, relevant, and suitable for developer review before adoption.

• Auto Doc generates a working Sphinx documentation scaffold that can be built locally and extended by the team.

• The reviewed documentation site can be published successfully to GitHub Pages as static HTML.

• The overall workflow reduces the amount of manual effort needed to document and publish technical project information.

How success will be measured

These outcomes will be measured through a combination of automated tests, user feedback, and documentation quality assessments. Success will be determined by the extent to which Auto Doc meets these criteria and delivers practical value to development teams seeking to improve their documentation processes.