diff --git a/pkg/agent/memory.go b/pkg/agent/memory.go
index 2a4b9777d..a76be6903 100644
--- a/pkg/agent/memory.go
+++ b/pkg/agent/memory.go
@@ -380,9 +380,9 @@ func (ms *MemoryStore) GetInterviewContext() string {
 	sb.WriteString("## Phase 2: <title>\n")
 	sb.WriteString("- [ ] Step\n")
 	sb.WriteString("## Commands\n")
-	sb.WriteString("build: go build ./...\n")
-	sb.WriteString("test: go test ./pkg/... -count=1\n")
-	sb.WriteString("lint: golangci-lint run\n")
+	sb.WriteString("build: <project-specific build command>\n")
+	sb.WriteString("test: <project-specific test command>\n")
+	sb.WriteString("lint: <project-specific lint command>\n")
 	sb.WriteString("## Context\n")
 	sb.WriteString("<collected requirements, decisions, environment>\n")
 	sb.WriteString("```\n")
diff --git a/pkg/agent/memory_test.go b/pkg/agent/memory_test.go
index a400c9046..5d21994cb 100644
--- a/pkg/agent/memory_test.go
+++ b/pkg/agent/memory_test.go
@@ -336,11 +336,11 @@ func TestGetInterviewContext(t *testing.T) {
 	if !strings.Contains(ctx, "## Commands") {
 		t.Error("expected target format to include ## Commands section")
 	}
-	if !strings.Contains(ctx, "go test") {
-		t.Error("expected target format Commands to include test command example")
+	if !strings.Contains(ctx, "project-specific test command") {
+		t.Error("expected target format Commands to include test command placeholder")
 	}
-	if !strings.Contains(ctx, "golangci-lint") {
-		t.Error("expected target format Commands to include lint command example")
+	if !strings.Contains(ctx, "project-specific lint command") {
+		t.Error("expected target format Commands to include lint command placeholder")
 	}
 }