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This pull request standardizes the README format across the repositories we maintain to ensure consistency, clarity, and easier onboarding for contributors. The updates align each README with the agreed-upon template structure, including sections for project overview, setup instructions, development workflow, testing, deployment, and ownership. No functional code changes are included in this PR; changes are documentation-only and intended to improve maintainability, discoverability of key information, and cross-repo consistency moving forward.