Refactor moderation dashboard to use repository-backed data

[beriman]

Summary

• add a dedicated moderation dashboard repository that builds persona, metrics, and other domain structures from existing services and documentation
• refactor the moderation dashboard service and FastAPI setup to consume the repository through dependency injection
• extend moderation dashboard tests to use mocks and verify dynamic data propagation, and add a unit test for the service

Testing

• pytest tests/test_moderation_dashboard.py tests/test_moderation_dashboard_service.py

---

https://chatgpt.com/codex/tasks/task_e_68df1d3985508327bbb8d5bb3f5c1914

[vercel]

The latest updates on your projects. Learn more about Vercel for GitHub.

Project	Deployment	Preview	Comments	Updated (UTC)
codexswi	Ready	Preview	Comment	Oct 3, 2025 1:02am

[chatgpt-codex-connector]

💡 Codex Review

Here are some automated review suggestions for this pull request.

ℹ️ About Codex in GitHub

Your team has set up Codex to review pull requests in this repo. Reviews are triggered when you

• Open a pull request for review
• Mark a draft as ready
• Comment "@codex review".

If Codex has suggestions, it will comment; otherwise it will react with 👍.

Codex can also answer questions or update the PR. Try commenting

• @codex fix this CI failure
• @codex address that feedback

[chatgpt-codex-connector]

Recent sales window excludes seed data

The repository builds its snapshot using _load_recent_sales() which queries only the last 7 days (date.today() - timedelta(days=6)). However, SalesReportService is seeded exclusively with records from early April 2024, so once the current date moves past that range the query returns an empty list. As a result the dashboard’s KPIs, tickets, insights, heatmap, and violation statistics become empty even though demo data exists, making the moderation dashboard effectively blank. Consider using the available seed range or providing deterministic demo dates instead of date.today().

Useful? React with 👍 / 👎.