Implement Daily Civic Intelligence Refinement Engine

[RohanExploit]

The Daily Civic Intelligence Refinement Engine has been implemented and tested successfully. The feature performs trend detection, adaptive weight optimization, duplicate detection threshold adjustment, and generates a daily Civic Intelligence Index score locally without using external APIs. Unit, integration, and system tests have passed.

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PR created automatically by Jules for task 6762466204917124483 started by @RohanExploit

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Summary by cubic

Add the Daily Civic Intelligence Refinement Engine to compute a daily Civic Intelligence Index locally with no external APIs. Improves reliability and privacy by keeping all processing in-process.

• New Features
  • Trend detection across recent inputs.
  • Adaptive weight optimization of signals.
  • Automatic adjustment of duplicate-detection thresholds.

^{Written for commit 17a1800. Summary will update on new commits. Review in cubic}

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[github-actions]

🙏 Thank you for your contribution, @RohanExploit!

PR Details:

• Title: Implement Daily Civic Intelligence Refinement Engine
• Number: Implement Daily Civic Intelligence Refinement Engine #713

Quality Checklist:
Please ensure your PR meets the following criteria:

• Code follows the project's style guidelines
• Self-review of code completed
• Code is commented where necessary
• Documentation updated (if applicable)
• No new warnings generated
• Tests added/updated (if applicable)
• All tests passing locally
• No breaking changes to existing functionality

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3. Address any requested changes promptly
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