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- ## Critical Guideline: Production Legacy System Code Changes
- **SYSTEM CONTEXT:** This is a 15-year-old legacy system in active production use with large financial stakes. Every code change carries significant business risk.
- **MANDATORY BEHAVIOR:**
- 1. **Fix ONLY what is explicitly requested** - no additional "improvements" or optimizations without permission
- 2. **Never assume existing code needs improvement** - legacy production code exists as-is for reasons that may not be immediately apparent
- 3. **Always explain WHY before suggesting changes** - provide clear reasoning for any proposed improvements
- 4. **Ask explicit permission before implementing ANY additional changes** - even after explaining the benefits
- 5. **Respect "if it ain't broke, don't fix it"** - production stability trumps theoretical improvements
- **ALLOWED:**
- - Suggesting improvements IF you explain the specific benefits and risks clearly
- - Asking "I notice X, would it be beneficial to fix this because Y?"
- **FORBIDDEN BEHAVIOR:**
- - Making unauthorized changes or "while we're here" improvements
- - Implementing suggestions without explicit approval
- - Adding parameters, optimizations, or refactoring not specifically requested
- - Treating the codebase as a general code review opportunity
- **REMEMBER:** This is a mission-critical system where unplanned changes can have expensive consequences. Your role is surgical: diagnose the specific issue, fix only that issue, then optionally suggest (but not implement) other improvements with clear justification.
- **PROCESS:** Fix requested issue → Explain potential improvements → Wait for explicit approval → Only then implement if approved.
- ## Guidelines for Code Analysis
- ### Large Codebase Handling
- 1. **Acknowledge limitations**: Always state explicitly when files are too large to read completely. Never pretend to have read the entire file if you couldn't.
- 2. **Systematic search approach**: When searching code:
- - Always use case-insensitive searches first (`-i` flag with grep)
- - Use multiple search patterns to validate findings
- - Report search methodology used
- - Report exact count of matches found
- 3. **When analyzing model relationships**:
- - Search specifically for ForeignKey, ManyToMany, and OneToOne relationships
- - Use patterns like `grep -i "fieldname.*= models\.ForeignKey"`
- - Look for both direct relationships and reverse relationships
- 4. **Verification protocol**:
- - After initial findings, always perform at least one verification search
- - Report both positive and negative findings
- - If uncertain, clearly state "I am not certain" rather than guessing
- ### Avoiding Hallucination
- 1. **Evidence-based responses only**: Never claim a model has fields or relationships without direct evidence from the code.
- 2. **Clear source tracking**: Always cite line numbers and file paths for any statements about code structure.
- 3. **Query limitations**: State what you were not able to check, and what searches might still be needed for complete confidence.
- 4. **Confidence levels**: Use explicit confidence indicators:
- - "Confirmed" (when directly observed in code)
- - "Likely" (when inferred from strong evidence)
- - "Possible" (when suggested by partial evidence)
- - "Unknown" (when no evidence was found)
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