[WIP] Refactor semantic function clustering in codebase#6567
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mnkiefer due to an error
December 15, 2025 22:16
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Thanks for assigning this issue to me. I'm starting to work on it and will keep this PR's description up to date as I form a plan and make progress.
Original prompt
This section details on the original issue you should resolve
<issue_title>[refactor] Semantic Function Clustering Analysis - Refactoring Opportunities</issue_title>
<issue_description>## Executive Summary
Comprehensive semantic analysis of the Go codebase revealed 1,790 function and method declarations across 299 non-test files in 12 packages. The analysis identified critical refactoring opportunities through function clustering, naming pattern analysis, and duplicate detection.
Key Findings
config_helpers.goandsafe_output_builder.goFull Analysis Report
Analysis Scope
Files Analyzed: 299 non-test Go files (excluding
*_test.go)Total Declarations: 1,790 (1,256 functions + 534 methods)
Analysis Date: 2025-12-15
Package Distribution
Critical Findings
1. Config Management Crisis (111
*ConfigFunctions)Issue: Configuration parsing functions are scattered across 30+ files without centralization or consistent interface.
Distribution:
Examples:
Duplicate Detection: The functions in
safe_output_builder.goduplicate functionality fromconfig_helpers.go:ParseStringFromConfig()vsextractStringFromMap()- ~95% duplicateparseRequiredLabelsFromConfig()vsparseLabelsFromConfig()- ~90% similarOther scattered config functions:
parseCommentsConfig(),parseAddLabelsConfig(),parseAddReviewerConfig()parseAssignMilestoneConfig(),parseAssignToAgentConfig(),parseAssignToUserConfig()extractCacheMemoryConfig(),extractCacheMemoryConfigFromMap()RenderMCPConfig(),renderClaudeMCPConfig()Recommendation:
pkg/workflow/config_parsing.goextractStringFromMap()everywhere instead of multiple implementationsparse*FromConfig()patternEstimated Impact:
2. Validation Fragmentation (72 Functions Across 4 Packages)
Issue: Validation functions lack consistent interface, making testing difficult and code hard to maintain.
Distribution:
schema.go)Examples:
Observation: Parser package has excellent validation organization - should be used as model.
Recommendation:
pkg/workflow/validation_framework.go:...
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