Feature/gateway unified analysis #13
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Pull request overview
This PR enhances the platform/models directory by replacing a generic placeholder file with structured, realistic placeholder model artifacts. It provides clear documentation explaining that no real model weights are stored here, with inference handled externally via INFERENCE_API_URL. The changes help developers understand the expected model file structure and format.
- Replaced generic
model-placeholder.binwith multiple structured placeholder files (classifiers, scalers, metadata, configurations) - Enhanced README.md with detailed Turkish documentation listing expected model artifacts and their purposes
- Added example JSON files defining thresholds, signatures, metadata, and label mappings that align with the existing TypeScript interfaces
Reviewed changes
Copilot reviewed 8 out of 8 changed files in this pull request and generated no comments.
Show a summary per file
| File | Description |
|---|---|
| platform/models/README.md | Expanded documentation with detailed Turkish explanation of placeholder purpose and expected model files |
| platform/models/thresholds.json | Added placeholder threshold configuration with AI probability, confidence min/max values |
| platform/models/signature.json | Added comprehensive input/output schema matching the AnalysisResult interface |
| platform/models/metadata.json | Added model metadata placeholder with version, features list, and training notes |
| platform/models/label_map.json | Added AI/human classification label mapping (ai: 1, human: 0) |
| platform/models/auth_classifier.joblib | Added placeholder text for authentication classifier file |
| platform/models/scaler.joblib | Added placeholder text for feature scaler file |
| platform/models/model-placeholder.bin | Removed generic placeholder in favor of structured examples |
After thorough review of all the changes, I found that:
- All JSON files are well-formed and consistent with the TypeScript interfaces used in the codebase
- The
signature.jsoncorrectly mirrors theAnalysisResultinterface structure fromplatform/hooks/analysisTypes.ts - The thresholds align with the confidence values used throughout the codebase (0.5-0.99 range)
- The label_map is consistent with boolean
isAIGeneratedusage in the code - The README properly documents all the placeholder files in Turkish, matching the codebase's language conventions
- All placeholder files include appropriate notes indicating their placeholder status
No issues were identified in this pull request. The changes are well-structured, consistent with the existing codebase, and provide valuable documentation for future development.
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This pull request updates the
platform/modelsdirectory to clarify its use as a placeholder for model files and provides a more descriptive README. It replaces generic or missing placeholder files with more realistic stand-ins, including example metadata, configuration, and schema files. These changes help future developers understand the expected model artifacts and their structure, while making it clear that no real model weights are included.Documentation improvements:
README.mdto explain the purpose of the directory, list expected model files, and describe the placeholder nature of current contents.Placeholder model artifacts:
auth_classifier.joblib,scaler.joblib,label_map.json,metadata.json,thresholds.json, andsignature.json, each with example or dummy content to illustrate expected structure. [1] [2] [3] [4] [5] [6]model-placeholder.binfile, replacing it with more descriptive and structured placeholders.