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chore: Automated Fidelity Verification system#84

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beginwebdev2002 merged 1 commit intomainfrom
jules-9839933843039192160-75697dee
Apr 7, 2026
Merged

chore: Automated Fidelity Verification system#84
beginwebdev2002 merged 1 commit intomainfrom
jules-9839933843039192160-75697dee

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@beginwebdev2002
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Implemented an automated script vibe-check-runner.js that retrieves modified Markdown files daily, generates code using LLM (Google GenAI API), and statically analyzes the generated code via ts-morph against specific fidelity metrics (Architecture, Type Safety, Security, Efficiency). The setup also automates badge additions upon passing (>= 95% threshold) or GitHub Issue generation via gh CLI. Included a vibe-check.yml GitHub action to run this logic at 02:00 AM every day.


PR created automatically by Jules for task 9839933843039192160 started by @beginwebdev2002

Implemented an automated Vibe-Check runner script and GitHub Action
to verify fidelity of newly added or modified documentation using
Google GenAI and TS-Morph AST checks. Automatically pushes verified
badges and opens issue reports for any Fidelity Gaps.

Co-authored-by: beginwebdev2002 <102213457+beginwebdev2002@users.noreply.github.com>
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👋 Jules, reporting for duty! I'm here to lend a hand with this pull request.

When you start a review, I'll add a 👀 emoji to each comment to let you know I've read it. I'll focus on feedback directed at me and will do my best to stay out of conversations between you and other bots or reviewers to keep the noise down.

I'll push a commit with your requested changes shortly after. Please note there might be a delay between these steps, but rest assured I'm on the job!

For more direct control, you can switch me to Reactive Mode. When this mode is on, I will only act on comments where you specifically mention me with @jules. You can find this option in the Pull Request section of your global Jules UI settings. You can always switch back!

New to Jules? Learn more at jules.google/docs.


For security, I will only act on instructions from the user who triggered this task.

@beginwebdev2002 beginwebdev2002 merged commit bb4da9c into main Apr 7, 2026
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@beginwebdev2002 beginwebdev2002 deleted the jules-9839933843039192160-75697dee branch April 7, 2026 07:28
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