Configure all agents for local inference via festinger

- All agents now use lm_studio provider → http://festinger:11434
- ctx_length set to 32768 for Omega13 (128GB RAM); reduce for smaller machines
- Model: qwen2.5-7b-instruct (update to larger model on Omega13)
- Each agent has a unique A0_PERSISTENT_RUNTIME_ID for stable mcp_server_token
- agent_profile=agent0 and mcp_server_enabled=true set in all settings.json
- agents/agent0/prompts/ placeholder created for pull-on-start persona override
- pull-agent-identity.py now writes to usr/agents/agent0/prompts/ (correct override path)
- festinger: agent_frameworks table auto-seeded on startup with all 5 agents
- festinger: num_ctx injection, agent_frameworks CRUD + admin UI, /chat endpoint
- festinger: removed debug system_prompt logging

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

agents/dobby/.env

@@ -1,4 +1,4 @@
 
-A0_PERSISTENT_RUNTIME_ID=f0d0b64a846e748785e69c15ea5d58ef
 
 ROOT_PASSWORD=cBJwAdeDVZ9QcrhbnFFO9Bg81OgSUIRm
+A0_PERSISTENT_RUNTIME_ID=5b86bc0d33a2227cfa8836a78a8229d3

agents/dobby/plugins/_model_config/config.json

@@ -1,27 +1,33 @@
 {
   "allow_chat_override": false,
   "chat_model": {
-    "provider": "anthropic",
-    "name": "claude-opus-4-6",
-    "api_base": "http://festinger:11434/v1/messages",
-    "ctx_length": 100000,
+    "provider": "lm_studio",
+    "name": "qwen2.5-7b-instruct",
+    "api_base": "http://festinger:11434",
+    "ctx_length": 32768,
     "ctx_history": 0.7,
     "vision": true,
     "rl_requests": 0,
     "rl_input": 0,
     "rl_output": 0,
-    "kwargs": {"max_tokens": 4096}
+    "kwargs": {
+      "max_tokens": 4096,
+      "agent_id": 1
+    },
+    "max_embeds": 10
   },
   "utility_model": {
-    "provider": "ollama",
-    "name": "deepseek-r1:8b",
+    "provider": "lm_studio",
+    "name": "qwen2.5-7b-instruct",
     "api_base": "http://festinger:11434",
-    "ctx_length": 100000,
+    "ctx_length": 32768,
     "ctx_input": 0.7,
     "rl_requests": 0,
     "rl_input": 0,
     "rl_output": 0,
-    "kwargs": {}
+    "kwargs": {
+      "X-Agent-Id": 1
+    }
   },
   "embedding_model": {
     "provider": "huggingface",
@@ -31,4 +37,4 @@
     "rl_input": 0,
     "kwargs": {}
   }
-}
+}

agents/dobby/settings.json

@@ -0,0 +1,4 @@
+{
+  "agent_profile": "agent0",
+  "mcp_server_enabled": true
+}