Show System 1/2 models and escalation stats in dashboard

Status panel now shows both System 1 and System 2 model names,
plus escalation statistics (S2 calls, retries, retry successes).
Live Feed already tags events as [S1] or [S2].

Co-Authored-By: Claude Opus 4.6 <noreply@anthropic.com>

Author: stonks-git

src/dashboard.py

@@ -48,6 +48,7 @@ class AgentState:
     # Shared with cognitive_loop (same list object)
     conversation: list = field(default_factory=list)
     exchange_count: int = 0
+    escalation_stats: dict = field(default_factory=lambda: {"retries": 0, "retry_successes": 0, "escalations": 0})
 
     # SSE broadcast
     _sse_subscribers: list = field(default_factory=list)
@@ -143,6 +144,7 @@ async def api_status(request):
 
     if state.config:
         data["model"] = state.config.models.system1.model
+        data["model_s2"] = state.config.models.system2.model if state.config.models.system2 else None
 
     if state.memory:
         try:
@@ -153,6 +155,9 @@ async def api_status(request):
     if state.attention:
         data["attention_queue_size"] = state.attention.queue_size
 
+    if state.escalation_stats:
+        data["escalation"] = state.escalation_stats
+
     if state.bootstrap:
         achieved, total = state.bootstrap.progress
         data["bootstrap"] = {"achieved": achieved, "total": total}
@@ -693,11 +698,13 @@ def _json_default(obj):
     p.replaceChildren();
     p.appendChild(mkStat('Agent', d.agent_id || '-'));
     p.appendChild(mkStat('Phase', d.phase || '-'));
-    p.appendChild(mkStat('Model', d.model || '-'));
+    p.appendChild(mkStat('System 1', d.model || '-'));
+    p.appendChild(mkStat('System 2', d.model_s2 || '-'));
     p.appendChild(mkStat('Memories', d.memory_count));
     p.appendChild(mkStat('Conversation', d.conversation_length + ' msgs'));
     p.appendChild(mkStat('Exchanges/Flush', d.exchange_count + '/5'));
     p.appendChild(mkStat('Attention Queue', d.attention_queue_size));
+    if (d.escalation) p.appendChild(mkStat('Escalations', 'S2: ' + d.escalation.escalations + ', retries: ' + d.escalation.retries + ' (' + d.escalation.retry_successes + ' ok)'));
     if (d.bootstrap) p.appendChild(mkStat('Bootstrap', d.bootstrap.achieved + '/' + d.bootstrap.total));
     if (d.gut) {
       p.appendChild(mkStat('Gut', d.gut.summary));

src/loop.py

@@ -39,7 +39,7 @@
 # How many exchanges between exit gate flushes
 EXIT_GATE_FLUSH_INTERVAL = 5
 
-# Escalation tracking
+# Escalation tracking (module-level, shared with dashboard via agent_state)
 _escalation_stats = {"retries": 0, "retry_successes": 0, "escalations": 0}
 
 
@@ -313,6 +313,10 @@ async def cognitive_loop(config, layers, memory, shutdown_event, input_queue: as
     conversation = agent_state.conversation if agent_state else []
     exchange_count = 0
 
+    # Share escalation stats with dashboard
+    if agent_state:
+        agent_state.escalation_stats = _escalation_stats
+
     # Ensure L0/L1 embeddings cached for context assembly
     await layers.ensure_embeddings(memory)