diff --git a/pkg/cli/run_command.go b/pkg/cli/run_command.go
index 9e32d8ecdf9..57574b930c6 100644
--- a/pkg/cli/run_command.go
+++ b/pkg/cli/run_command.go
@@ -321,6 +321,9 @@ func RunWorkflowOnGitHub(workflowIdOrName string, enable bool, engineOverride st
 	if runErr == nil && runInfo.URL != "" {
 		fmt.Printf("\n🔗 View workflow run: %s\n", runInfo.URL)
 		runLog.Printf("Workflow run URL: %s (ID: %d)", runInfo.URL, runInfo.DatabaseID)
+
+		// Suggest audit command for analysis
+		fmt.Printf("\n💡 To analyze this run, use: %s audit %d\n", constants.CLIExtensionPrefix, runInfo.DatabaseID)
 	} else if verbose && runErr != nil {
 		fmt.Printf("Note: Could not get workflow run URL: %v\n", runErr)
 	}
diff --git a/pkg/cli/run_command_test.go b/pkg/cli/run_command_test.go
new file mode 100644
index 00000000000..ce5e592fa64
--- /dev/null
+++ b/pkg/cli/run_command_test.go
@@ -0,0 +1,128 @@
+package cli
+
+import (
+	"fmt"
+	"strings"
+	"testing"
+
+	"github.com/githubnext/gh-aw/pkg/constants"
+)
+
+// TestAuditSuggestionMessage tests that the audit suggestion message
+// has the expected format and includes the CLI command prefix
+func TestAuditSuggestionMessage(t *testing.T) {
+	// Sample run ID
+	runID := int64(1234567890)
+
+	// Generate the audit suggestion message
+	auditSuggestion := fmt.Sprintf("💡 To analyze this run, use: %s audit %d", constants.CLIExtensionPrefix, runID)
+
+	// Verify the message contains the expected elements
+	expectedElements := []string{
+		"💡", // Lightbulb emoji for friendly suggestion
+		"To analyze this run",
+		"use:",
+		constants.CLIExtensionPrefix, // Should be "gh aw"
+		"audit",
+		fmt.Sprintf("%d", runID),
+	}
+
+	for _, element := range expectedElements {
+		if !strings.Contains(auditSuggestion, element) {
+			t.Errorf("Expected audit suggestion to contain %q, got: %s", element, auditSuggestion)
+		}
+	}
+
+	// Verify the full command format
+	expectedCommand := fmt.Sprintf("%s audit %d", constants.CLIExtensionPrefix, runID)
+	if !strings.Contains(auditSuggestion, expectedCommand) {
+		t.Errorf("Expected audit suggestion to contain full command %q, got: %s", expectedCommand, auditSuggestion)
+	}
+}
+
+// TestAuditSuggestionMessageFormat tests the exact format of the audit suggestion
+func TestAuditSuggestionMessageFormat(t *testing.T) {
+	tests := []struct {
+		name     string
+		runID    int64
+		expected string
+	}{
+		{
+			name:     "small run ID",
+			runID:    123,
+			expected: "💡 To analyze this run, use: gh aw audit 123",
+		},
+		{
+			name:     "large run ID",
+			runID:    9876543210,
+			expected: "💡 To analyze this run, use: gh aw audit 9876543210",
+		},
+		{
+			name:     "typical run ID",
+			runID:    1234567890,
+			expected: "💡 To analyze this run, use: gh aw audit 1234567890",
+		},
+	}
+
+	for _, tt := range tests {
+		t.Run(tt.name, func(t *testing.T) {
+			// Generate the audit suggestion message
+			auditSuggestion := fmt.Sprintf("💡 To analyze this run, use: %s audit %d", constants.CLIExtensionPrefix, tt.runID)
+
+			// Verify exact format
+			if auditSuggestion != tt.expected {
+				t.Errorf("Expected audit suggestion %q, got %q", tt.expected, auditSuggestion)
+			}
+
+			// Verify it's agent-friendly (clear, actionable, no ambiguity)
+			if !strings.HasPrefix(auditSuggestion, "💡") {
+				t.Error("Expected audit suggestion to start with lightbulb emoji for friendliness")
+			}
+
+			if !strings.Contains(auditSuggestion, "To analyze this run") {
+				t.Error("Expected audit suggestion to clearly state the purpose")
+			}
+
+			if !strings.Contains(auditSuggestion, "use:") {
+				t.Error("Expected audit suggestion to provide clear action keyword 'use:'")
+			}
+		})
+	}
+}
+
+// TestAuditSuggestionAgentFriendliness tests that the message is suitable for AI agents
+func TestAuditSuggestionAgentFriendliness(t *testing.T) {
+	runID := int64(1234567890)
+	auditSuggestion := fmt.Sprintf("💡 To analyze this run, use: %s audit %d", constants.CLIExtensionPrefix, runID)
+
+	// Agent-friendly characteristics:
+	// 1. Clear action verb ("use")
+	if !strings.Contains(auditSuggestion, "use:") {
+		t.Error("Expected clear action verb 'use:'")
+	}
+
+	// 2. Specific command (not just a hint)
+	if !strings.Contains(auditSuggestion, "gh aw audit") {
+		t.Error("Expected specific command 'gh aw audit'")
+	}
+
+	// 3. Includes the run ID (no need to look it up)
+	if !strings.Contains(auditSuggestion, fmt.Sprintf("%d", runID)) {
+		t.Error("Expected run ID to be included in the command")
+	}
+
+	// 4. Not too wordy (agents prefer concise)
+	wordCount := len(strings.Fields(auditSuggestion))
+	if wordCount > 15 {
+		t.Errorf("Expected concise message (< 15 words), got %d words", wordCount)
+	}
+
+	// 5. No ambiguous pronouns or references
+	// Note: "this run" is acceptable as it refers to the just-triggered workflow run
+	auditSuggestionLower := strings.ToLower(auditSuggestion)
+	if strings.Contains(auditSuggestionLower, " it ") ||
+		strings.Contains(auditSuggestionLower, "this one") ||
+		strings.Contains(auditSuggestionLower, " that ") {
+		t.Error("Expected no ambiguous references like 'it', 'this one', 'that'")
+	}
+}