Add scout constellation mode for APK venue persona packs.

Cluster 3+ scout_report hits on the same SSID within 10 minutes; server infers airport/campus/retail venue class and pushes persona spread_policy. Emberwake weather-map merges active scout biomes. Includes agent, server API, and Vitest coverage.

server/internal/ai/scheduler_test.go

@@ -163,6 +163,98 @@ func TestSchedulerStuckHostTriggersL4Elevation(t *testing.T) {
 	}
 }
 
+type mockSurgicalTrace struct {
+	trace SurgicalTraceContext
+	ok    bool
+}
+
+func (m *mockSurgicalTrace) TraceForAgent(string) (SurgicalTraceContext, bool) {
+	return m.trace, m.ok
+}
+
+type mockStrainStore struct {
+	mu   sync.Mutex
+	rows []string
+}
+
+func (m *mockStrainStore) InsertStrainMemory(agentID, sessionID, failedTier, strain, fixType, fixArgs, outcome string) error {
+	m.mu.Lock()
+	m.rows = append(m.rows, agentID+":"+fixType+":"+outcome)
+	m.mu.Unlock()
+	return nil
+}
+
+type mockSeer struct {
+	mu     sync.Mutex
+	events []string
+}
+
+func (m *mockSeer) EmitSeerEvent(eventType, agentID string, payload map[string]interface{}) error {
+	m.mu.Lock()
+	m.events = append(m.events, eventType+":"+agentID)
+	m.mu.Unlock()
+	return nil
+}
+
+func TestSchedulerSurgicalReplayDispatchesOneCommand(t *testing.T) {
+	old := DecideFunc
+	defer func() { DecideFunc = old }()
+	DecideFunc = func(_ context.Context, _, _, _, _ string) (string, error) {
+		return `Rationale: skip broken docker tier.
+{"commands":[{"type":"skip_tier","args":{"tier":"docker"}}]}`, nil
+	}
+
+	exec := &mockExec{}
+	store := &mockStore{}
+	strain := &mockStrainStore{}
+	seer := &mockSeer{}
+	sched := NewScheduler(
+		&mockCfg{cfg: Config{Enabled: true, Endpoint: "http://test/v1", IntervalSec: 1}},
+		&mockSnap{
+			ids: []string{"surg-1"},
+			snap: AgentSnapshot{
+				AgentID: "surg-1", Name: "host",
+				LOTLAttempts: []TierAttempt{
+					{Tier: "vuln_recon", OK: true},
+					{Tier: "docker", OK: false, Error: "daemon down"},
+				},
+			},
+		},
+		exec,
+		store,
+		nil,
+		nil,
+	)
+	sched.SetSurgicalDeps(SurgicalDeps{
+		Trace: &mockSurgicalTrace{
+			trace: SurgicalTraceContext{SessionID: "trace-99", HopIndex: 0, HopCount: 2},
+			ok:    true,
+		},
+		Strain: strain,
+		Seer:   seer,
+	})
+	sched.lastRun["surg-1"] = time.Now().Add(-2 * time.Minute)
+	sched.Tick()
+
+	exec.mu.Lock()
+	n := len(exec.calls)
+	call := exec.calls
+	exec.mu.Unlock()
+	if n != 1 || call[0].Type != CmdReorderTiers {
+		t.Fatalf("expected single reorder_tiers dispatch, got %+v", call)
+	}
+	strain.mu.Lock()
+	defer strain.mu.Unlock()
+	if len(strain.rows) != 1 {
+		t.Fatalf("strain memory: %v", strain.rows)
+	}
+	seer.mu.Lock()
+	defer seer.mu.Unlock()
+	if len(seer.events) != 1 || seer.events[0] != "surgical_replay:surg-1" {
+		t.Fatalf("seer events: %v", seer.events)
+	}
+}
+
 func TestSchedulerCourtRetryElevatesL4(t *testing.T) {
 	old := DecideFunc
 	defer func() { DecideFunc = old }()