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feat: add language-specific code review expert specs with comprehensive analysis capabilities
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‎examples/language-expert/code-review-expert.sigmos‎

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spec "CodeReviewExpert" v1.0 {
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description: "AI-powered code review expert with multi-language analysis, security scanning, and intelligent feedback generation for comprehensive PR evaluation."
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inputs:
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review_id: string
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repository_name: string
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pr_number: int
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target_branch: string { default: "main" }
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source_branch: string
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review_scope: string { default: "comprehensive" }
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languages_detected: string
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file_count: int { default: 0 }
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lines_changed: int { default: 0 }
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security_scan_enabled: bool { default: true }
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performance_analysis: bool { default: true }
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code_quality_check: bool { default: true }
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style_guide_enforcement: bool { default: true }
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ai_models: string
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static_analysis_tools: string
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security_scanners: string
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review_priority: string { default: "normal" }
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automated_fixes: bool { default: false }
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learning_mode: bool { default: true }
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compliance_checks: bool { default: true }
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documentation_review: bool { default: true }
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test_coverage_analysis: bool { default: true }
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dependency_audit: bool { default: true }
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computed:
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review_complexity: -> calculate_complexity()
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estimated_review_time: -> estimate_time()
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risk_assessment: -> assess_risk()
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events:
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on_create(review): initialize_code_review
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on_analysis_complete(static): generate_feedback
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on_security_scan_complete(results): process_security_findings
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on_quality_check_complete(metrics): evaluate_code_quality
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on_error(analysis_failure): handle_review_error
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actions:
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initialize_code_review {
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description: "Initialize comprehensive code review process"
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mcp_call: "code_review/initialize"
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parameters: {
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review_id: review_id,
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repository_name: repository_name,
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pr_number: pr_number,
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target_branch: target_branch,
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source_branch: source_branch,
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review_scope: review_scope
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}
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}
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generate_feedback {
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description: "Generate intelligent code review feedback"
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mcp_call: "code_review/generate_feedback"
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parameters: {
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review_id: review_id,
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languages_detected: languages_detected,
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review_complexity: review_complexity,
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ai_models: ai_models
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}
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}
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process_security_findings {
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description: "Process and prioritize security scan results"
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mcp_call: "code_review/security_analysis"
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parameters: {
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review_id: review_id,
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security_scan_enabled: security_scan_enabled,
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risk_assessment: risk_assessment
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}
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}
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evaluate_code_quality {
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description: "Evaluate code quality metrics and standards"
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mcp_call: "code_review/quality_evaluation"
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parameters: {
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review_id: review_id,
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code_quality_check: code_quality_check,
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style_guide_enforcement: style_guide_enforcement
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}
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}
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handle_review_error {
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description: "Handle code review analysis errors"
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mcp_call: "code_review/error_handling"
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parameters: {
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review_id: review_id,
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error_type: "analysis_failure"
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}
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}
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}

‎examples/language-expert/documentation-expert.sigmos‎

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spec "DocumentationExpert" v1.0 {
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description: "AI-powered documentation review expert with intelligent content analysis, style consistency, and comprehensive technical writing evaluation."
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inputs:
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review_id: string
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document_type: string { default: "technical" }
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content_language: string { default: "english" }
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target_audience: string { default: "developers" }
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document_length: int { default: 0 }
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grammar_check: bool { default: true }
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style_consistency: bool { default: true }
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technical_accuracy: bool { default: true }
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readability_analysis: bool { default: true }
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code_examples_present: bool { default: false }
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api_documentation: bool { default: false }
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user_guide: bool { default: false }
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changelog: bool { default: false }
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ai_models: string
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language_tools: string
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style_guides: string
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auto_corrections: bool { default: false }
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suggestion_mode: bool { default: true }
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accessibility_check: bool { default: true }
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compliance_standards: string
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brand_guidelines: bool { default: true }
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seo_optimization: bool { default: false }
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translation_ready: bool { default: false }
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computed:
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readability_score: -> calculate_readability()
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content_quality: -> assess_quality()
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completeness_score: -> measure_completeness()
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events:
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on_create(review): initialize_doc_review
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on_analysis_complete(content): generate_doc_feedback
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on_style_check_complete(results): process_style_findings
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on_technical_review_complete(accuracy): validate_technical_content
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on_error(processing_failure): handle_doc_error
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actions:
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initialize_doc_review {
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description: "Initialize comprehensive documentation review"
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mcp_call: "documentation/initialize"
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parameters: {
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review_id: review_id,
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document_type: document_type,
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content_language: content_language,
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target_audience: target_audience,
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document_length: document_length
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}
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}
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generate_doc_feedback {
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description: "Generate intelligent documentation feedback"
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mcp_call: "documentation/generate_feedback"
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parameters: {
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review_id: review_id,
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readability_score: readability_score,
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content_quality: content_quality,
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ai_models: ai_models
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}
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}
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process_style_findings {
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description: "Process style and consistency findings"
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mcp_call: "documentation/style_analysis"
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parameters: {
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review_id: review_id,
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style_consistency: style_consistency,
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brand_guidelines: brand_guidelines
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}
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}
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validate_technical_content {
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description: "Validate technical accuracy and completeness"
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mcp_call: "documentation/technical_validation"
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parameters: {
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review_id: review_id,
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technical_accuracy: technical_accuracy,
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completeness_score: completeness_score
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}
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}
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handle_doc_error {
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description: "Handle documentation processing errors"
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mcp_call: "documentation/error_handling"
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parameters: {
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review_id: review_id,
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error_type: "processing_failure"
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}
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}
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}

‎examples/language-expert/go-expert.sigmos‎

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spec "GoExpert" v1.0 {
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description: "AI-powered Go code review expert with specialized analysis for Go idioms, concurrency patterns, and performance optimization."
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inputs:
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review_id: string
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go_version: string { default: "1.21" }
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project_type: string { default: "web_service" }
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build_tags: string { default: "" }
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target_os: string { default: "linux" }
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gofmt_compliance: bool { default: true }
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golint_analysis: bool { default: true }
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go_vet_checks: bool { default: true }
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ineffassign_check: bool { default: true }
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goroutine_analysis: bool { default: true }
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channel_patterns: bool { default: true }
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context_usage: bool { default: true }
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error_handling_patterns: bool { default: true }
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ai_models: string
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static_analysis_tools: string { default: "golangci-lint,staticcheck" }
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testing_framework: string { default: "testing" }
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security_scanning: bool { default: true }
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dependency_vulnerabilities: bool { default: true }
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performance_profiling: bool { default: true }
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memory_analysis: bool { default: true }
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gin_patterns: bool { default: false }
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echo_patterns: bool { default: false }
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grpc_patterns: bool { default: false }
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kubernetes_patterns: bool { default: false }
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computed:
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idiomatic_score: -> calculate_go_idioms()
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concurrency_rating: -> assess_concurrency()
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performance_score: -> measure_go_performance()
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events:
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on_create(review): initialize_go_review
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on_lint_complete(results): process_go_linting
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on_vet_complete(issues): handle_go_vet_issues
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on_race_detected(conditions): analyze_race_conditions
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on_error(build_failure): handle_go_error
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actions:
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initialize_go_review {
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description: "Initialize Go-specific code review"
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mcp_call: "go/initialize"
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parameters: {
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review_id: review_id,
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go_version: go_version,
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project_type: project_type,
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build_tags: build_tags,
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target_os: target_os
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}
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}
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process_go_linting {
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description: "Process Go linting and formatting results"
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mcp_call: "go/process_linting"
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parameters: {
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review_id: review_id,
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gofmt_compliance: gofmt_compliance,
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golint_analysis: golint_analysis,
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idiomatic_score: idiomatic_score
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}
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}
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handle_go_vet_issues {
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description: "Handle Go vet analysis issues"
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mcp_call: "go/vet_analysis"
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parameters: {
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review_id: review_id,
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go_vet_checks: go_vet_checks,
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ineffassign_check: ineffassign_check
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}
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}
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analyze_race_conditions {
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description: "Analyze Go concurrency and race conditions"
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mcp_call: "go/concurrency_analysis"
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parameters: {
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review_id: review_id,
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goroutine_analysis: goroutine_analysis,
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channel_patterns: channel_patterns,
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concurrency_rating: concurrency_rating
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}
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}
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handle_go_error {
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description: "Handle Go build and analysis errors"
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mcp_call: "go/error_handling"
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parameters: {
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review_id: review_id,
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error_type: "build_failure"
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}
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}
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}

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