From e1c6052e04a0173be2ef0d45d50c2299da1248b4 Mon Sep 17 00:00:00 2001
From: "copilot-swe-agent[bot]" <198982749+Copilot@users.noreply.github.com>
Date: Thu, 26 Mar 2026 09:00:29 +0000
Subject: [PATCH] fix: derive writeCount from single source to prevent
 double-counting in agentic analysis

Agent-Logs-Url: https://github.com/github/gh-aw/sessions/e0315538-7b99-4c78-9bf3-2dd647e93fdf

Co-authored-by: mnkiefer <8320933+mnkiefer@users.noreply.github.com>
---
 pkg/cli/audit_agentic_analysis.go | 10 ++++++++--
 1 file changed, 8 insertions(+), 2 deletions(-)

diff --git a/pkg/cli/audit_agentic_analysis.go b/pkg/cli/audit_agentic_analysis.go
index 8cf5a1eb66..c80d6148f3 100644
--- a/pkg/cli/audit_agentic_analysis.go
+++ b/pkg/cli/audit_agentic_analysis.go
@@ -164,7 +164,10 @@ func detectTaskDomain(processedRun ProcessedRun, createdItems []CreatedItemRepor
 
 func buildBehaviorFingerprint(processedRun ProcessedRun, metrics MetricsData, toolUsage []ToolUsageInfo, createdItems []CreatedItemReport, awContext *AwContext) *BehaviorFingerprint {
 	toolTypes := len(toolUsage)
-	writeCount := len(createdItems) + processedRun.Run.SafeItemsCount
+	writeCount := processedRun.Run.SafeItemsCount
+	if writeCount == 0 {
+		writeCount = len(createdItems)
+	}
 
 	executionStyle := "directed"
 	switch {
@@ -223,7 +226,10 @@ func buildAgenticAssessments(processedRun ProcessedRun, metrics MetricsData, too
 	assessments := make([]AgenticAssessment, 0, 4)
 	toolTypes := len(toolUsage)
 	frictionEvents := len(processedRun.MissingTools) + len(processedRun.MCPFailures) + len(processedRun.MissingData)
-	writeCount := len(createdItems) + processedRun.Run.SafeItemsCount
+	writeCount := processedRun.Run.SafeItemsCount
+	if writeCount == 0 {
+		writeCount = len(createdItems)
+	}
 
 	if fingerprint.ResourceProfile == "heavy" {
 		severity := "medium"