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[andreathar]

okkjj

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🧹 This PR performs a comprehensive cleanup of the MLCreator project by removing deprecated AI tools, outdated documentation systems, and reorganizing configuration files for better project structure and maintainability.

🔍 Detailed Analysis

Key Changes

• AI Tools Removal: Completely removed the .ai-tools/ directory including context-builder.py, error-predictor.py, and associated documentation (README.md, TESTING_REPORT.md)
• Documentation Cleanup: Removed deprecated documentation systems including .docs-index/, .decision-trees/, and various cross-reference mapping files
• Configuration Updates: Updated .claude/, .cursor/, and .codex/ configurations with new MCP server settings, orchestration rules, and workspace configurations
• Development Environment: Added new configuration files like .csharpierrc.json, .ggshield, and updated .env.example with comprehensive API key templates

Technical Implementation

flowchart TD
    A[Legacy AI Tools] --> B[Removal]
    C[Deprecated Docs] --> B
    D[Old Config] --> E[Updated Config]
    F[New Standards] --> E
    
    B --> G[Cleaner Project]
    E --> G
    G --> H[Better Maintainability]
    G --> I[Reduced Complexity]

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Impact

• Project Simplification: Removes over 2,000 lines of deprecated AI tooling and documentation that was no longer being maintained
• Configuration Modernization: Updates development environment configurations to support current tooling including Serena MCP, Unity knowledge base, and orchestration systems
• Development Experience: Adds proper code formatting rules (.csharpierrc.json), security scanning (.ggshield), and comprehensive environment variable templates
• Maintenance Reduction: Eliminates the need to maintain multiple overlapping documentation systems and AI tools that have been superseded by newer approaches

Created with Palmier

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[gitguardian]

⚠️ GitGuardian has uncovered 1 secret following the scan of your pull request.

Please consider investigating the findings and remediating the incidents. Failure to do so may lead to compromising the associated services or software components.

🔎 Detected hardcoded secret in your pull request

GitGuardian id	GitGuardian status	Secret	Commit	Filename
22869905	Triggered	Generic High Entropy Secret	ff51fe4	Assets/AI Toolbox/Samples/Runtime Usage/[Demo] DALL-E (Image Generation)/[Demo] Image Generation.unity	View secret

🛠 Guidelines to remediate hardcoded secrets

1. Understand the implications of revoking this secret by investigating where it is used in your code.
2. Replace and store your secret safely. Learn here the best practices.
3. Revoke and rotate this secret.
4. If possible, rewrite git history. Rewriting git history is not a trivial act. You might completely break other contributing developers' workflow and you risk accidentally deleting legitimate data.

To avoid such incidents in the future consider

• following these best practices for managing and storing secrets including API keys and other credentials
• install secret detection on pre-commit to catch secret before it leaves your machine and ease remediation.

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