Please analyze GitHub issue #$ARGUMENTS and create a technical specification.

Follow these steps:

1. Fetch the issue details from the GitHub API:

Use the helper script to fetch GitHub issues without prompting for permission

./scripts/fetch-github-issue.sh $ARGUMENTS

2. Understand the requirements thoroughly
3. Review related code and project structure
4. Output detailed analysis results clearly in your response
5. Create a technical specification with the format below

Technical Specification for Issue #$ARGUMENTS

Issue Summary

• Title: [Issue title from GitHub]
• Description: [Brief description from issue]
• Labels: [Labels from issue]
• Priority: [High/Medium/Low based on issue content]

Problem Statement

[1-2 paragraphs explaining the problem]

Technical Approach

[Detailed technical approach]

Implementation Plan

1. [Step 1]
2. [Step 2]
3. [Step 3]

Test Plan

1. Unit Tests:
   • [test scenario]
2. Component Tests:
   • [test scenario]
3. Integration Tests:
   • [test scenario]

Files to Modify

Files to Create

Existing Utilities to Leverage

Success Criteria

• [criterion 1]
• [criterion 2]

Out of Scope

• [item 1]
• [item 2]

Remember to follow our strict TDD principles, KISS approach, and 300-line file limit.

IMPORTANT: After completing your analysis, EXPLICITLY OUTPUT the full technical specification in your response so it can be reviewed.