97 lines
2.7 KiB
Markdown
97 lines
2.7 KiB
Markdown
# GLM-5 Analysis Artifacts
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This folder contains pre-computed analysis artifacts generated by GLM-5 for use with cheaper inference models.
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## Purpose
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These artifacts enable cheaper models to work effectively on the DataPRO codebase by providing:
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- High-level architecture understanding
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- Reusable code patterns
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- Task-specific prompt templates
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- Test scaffolds
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## Contents
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### Architecture.md
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Comprehensive system architecture document including:
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- System overview
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- Solution structure
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- Architecture patterns (MVVM, Prism, Unity DI)
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- Module dependency graph
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- Data flow diagrams
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- Extension points
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- Key technologies
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- Gotchas and tech debt
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### PatternLibrary/
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Reusable code patterns extracted from the codebase:
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| File | Purpose |
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|------|---------|
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| `PrismModulePattern.md` | Creating new Prism modules |
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| `MVVM_Pattern.md` | View/ViewModel implementation |
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| `DataAccessPattern.md` | Database operations via DbAPI |
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| `ServicePattern.md` | Background services and hardware communication |
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| `ImportExportPattern.md` | Data import/export workflows |
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### PromptTemplates/
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Task-specific prompts for common development activities:
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| File | Use Case |
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|------|----------|
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| `AddNewSensorType.md` | Adding a new sensor to the system |
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| `AddNewReport.md` | Creating a new report module |
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| `AddNewImportFormat.md` | Supporting a new data format |
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| `AddNewHardwareSupport.md` | Adding new DAS hardware support |
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| `FixBugInViewModel.md` | Debugging MVVM issues |
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| `AddUnitTest.md` | Creating unit tests |
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### TestScaffolds/
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Test templates for common testing scenarios.
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## Usage with Cheaper Models
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When using a smaller/cheaper model for development tasks:
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1. **For architecture questions**: Include `Architecture.md` in context
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2. **For code generation**: Include relevant pattern from `PatternLibrary/`
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3. **For specific tasks**: Include relevant prompt template from `PromptTemplates/`
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4. **For testing**: Include relevant scaffold from `TestScaffolds/`
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### Example Context Assembly
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```
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You are working on DataPRO, a .NET WPF sensor data acquisition system.
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Architecture overview:
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[Include Architecture.md relevant sections]
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Relevant pattern:
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[Include pattern from PatternLibrary/]
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Task:
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[Include prompt from PromptTemplates/]
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```
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## Regeneration
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These artifacts were generated on 2026-04-16. To regenerate:
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1. Ensure enrichment is complete in `enriched-qwen3-coder-next/`
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2. Run GLM-5 analysis on the codebase
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3. Update this folder
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## Token Budget
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| Artifact | Approximate Size |
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|----------|------------------|
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| Architecture.md | ~16KB / ~4,000 tokens |
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| PatternLibrary/* | ~56KB / ~14,000 tokens |
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| PromptTemplates/* | ~75KB / ~19,000 tokens |
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| TestScaffolds/* | TBD |
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Select artifacts based on your context window budget.
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