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Copilot AI commented Oct 25, 2025

getSchema.ts provided minimal error context, making it difficult for Copilot to recover from common mistakes like typos or understand Oracle-specific behaviors.

Changes

Fuzzy Table Name Matching

  • Implements Levenshtein distance algorithm to suggest similar tables when lookups fail
  • Returns top 3 matches within edit distance of 5
  • Reduces exploratory query cycles

Example response for typo:

{
  "success": false,
  "error": "Table 'empoyees' not found...\n\nDid you mean:\n  - EMPLOYEES\n  - EMPLOYMENT",
  "suggestions": ["EMPLOYEES", "EMPLOYMENT"],
  "hint": "List all tables first to see available table names"
}

Context-Specific Error Messages

  • ORA-00942: Explains privilege requirements on system tables
  • ORA-01017: Credential validation guidance
  • ORA-12545/12541: Connection troubleshooting checklist
  • Timeout errors: Performance check recommendations

Optimization Transparency

  • Adds optimization_note field explaining queries already use indexed system tables with direct lookups
  • Prevents unnecessary optimization attempts
  • Documents 1000-row limit rationale

Type Safety

  • Replaces any types with QueryResult and Record<string, any>
  • Extracts magic numbers to named constants (MAX_LEVENSHTEIN_DISTANCE, MAX_TABLE_SUGGESTIONS)

Performance: Fuzzy matching triggers only on table-not-found (0 rows), adding ~50ms for typical databases.

Original prompt

On getSchema.ts, Improve this so failures can provide more information to copilot and help it get correct information or explain why it is allready optomized


💡 You can make Copilot smarter by setting up custom instructions, customizing its development environment and configuring Model Context Protocol (MCP) servers. Learn more Copilot coding agent tips in the docs.

Copilot AI and others added 4 commits October 25, 2025 23:09
Co-authored-by: tannerpace <52814471+tannerpace@users.noreply.github.com>
- Add fuzzy table name matching using Levenshtein distance algorithm
- Provide helpful suggestions when table not found
- Add case sensitivity guidance for Oracle table names
- Include context-specific error messages for common Oracle errors
- Add optimization notes to explain query is already optimized
- Add troubleshooting hints for connection and permission issues

Co-authored-by: tannerpace <52814471+tannerpace@users.noreply.github.com>
- Add QueryResult type import for better type safety
- Replace 'any' types with proper Record<string, any> types
- Extract MAX_LEVENSHTEIN_DISTANCE and MAX_TABLE_SUGGESTIONS constants
- Add inline type definition for responseData instead of local interface

Co-authored-by: tannerpace <52814471+tannerpace@users.noreply.github.com>
- Create detailed summary comparing before/after implementations
- Document all error handling scenarios with examples
- Show response format improvements for both success and error cases
- Explain benefits for Copilot and users
- Include performance analysis and code quality metrics

Co-authored-by: tannerpace <52814471+tannerpace@users.noreply.github.com>
Copilot AI changed the title [WIP] Improve error information in getSchema.ts for better optimization insights Enhance getSchema error handling with fuzzy matching and Oracle-specific guidance Oct 25, 2025
Copilot AI requested a review from tannerpace October 25, 2025 23:17
Copilot finished work on behalf of tannerpace October 25, 2025 23:17
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2 participants