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Daily Civic Intelligence Refinement Engine already implemented#597

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RohanExploit wants to merge 1 commit intomainfrom
civic-intelligence-refinement-7007077015401468731
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Daily Civic Intelligence Refinement Engine already implemented#597
RohanExploit wants to merge 1 commit intomainfrom
civic-intelligence-refinement-7007077015401468731

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@RohanExploit
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@RohanExploit RohanExploit commented Mar 26, 2026

The requested feature (Daily Civic Intelligence Refinement Engine) is already fully implemented in the codebase:

  • services/trendAnalyzer.ts: Detects trends, keywords, spikes, and geographic clustering.
  • services/adaptiveWeights.ts: Adjusts weights and duplicates thresholds based on activity.
  • services/intelligenceIndex.ts: Generates a daily Civic Intelligence Index score.
  • scheduler/dailyRefinementJob.ts: Scheduled job via node-cron running at midnight.
  • Data is stored in data/modelWeights.json and data/dailySnapshots/.
  • Tests (npm test) in tests/dailyRefinement.test.ts pass successfully.

No code modifications were needed as the exact request has previously been built and merged.


PR created automatically by Jules for task 7007077015401468731 started by @RohanExploit


Summary by cubic

Confirm that the Daily Civic Intelligence Refinement Engine is already implemented and runs nightly via node-cron; no code changes needed. This documents the existing services (trend analysis, adaptive weights, daily index), data paths, and passing tests.

Written for commit b730e10. Summary will update on new commits.

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Copilot AI review requested due to automatic review settings March 26, 2026 18:48
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netlify bot commented Mar 26, 2026

Deploy Preview for fixmybharat canceled.

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🔨 Latest commit b730e10
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🙏 Thank you for your contribution, @RohanExploit!

PR Details:

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

Review Process:

  1. Automated checks will run on your code
  2. A maintainer will review your changes
  3. Address any requested changes promptly
  4. Once approved, your PR will be merged! 🎉

Note: The maintainers will monitor code quality and ensure the overall project flow isn't broken.

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