diff --git a/.gitignore b/.gitignore
index bad9981..928f1e7 100644
--- a/.gitignore
+++ b/.gitignore
@@ -157,3 +157,4 @@ dist
 vite.config.js.timestamp-*
 vite.config.ts.timestamp-*
 __pycache__/
+src/models.json
diff --git a/src/agent/create.ts b/src/agent/create.ts
index a7fb691..582f5dc 100644
--- a/src/agent/create.ts
+++ b/src/agent/create.ts
@@ -335,13 +335,20 @@ export async function createAgent(
   // - memory_blocks: new blocks to create inline
   // - block_ids: references to existing blocks (for shared memory)
   const isSubagent = process.env.LETTA_CODE_AGENT_ROLE === "subagent";
-  const tags = ["origin:letta-code"];
-  if (isSubagent) {
-    tags.push("role:subagent");
-  }
+
+  // Start with empty array, add user's tags first
+  let tags: string[] = [];
   if (options.tags && Array.isArray(options.tags)) {
     tags.push(...options.tags);
   }
+  // Only add origin:letta-code if the agent is NOT origin:lettabot
+  // This prevents the dual-identity problem where agents see both prompts
+  if (!tags.includes("origin:lettabot") && !tags.includes("origin:letta-code")) {
+    tags.push("origin:letta-code");
+  }
+  if (isSubagent) {
+    tags.push("role:subagent");
+  }
 
   const agentDescription =
     options.description ?? `Letta Code agent created in ${process.cwd()}`;
diff --git a/src/agent/subagents/manager.ts b/src/agent/subagents/manager.ts
index 568edb6..ceb57f2 100644
--- a/src/agent/subagents/manager.ts
+++ b/src/agent/subagents/manager.ts
@@ -70,8 +70,10 @@ interface ExecutionState {
  * Fetches from API and resolves to a known model ID
  */
 function getModelHandleFromAgent(agent: {
-  llm_config?: { model_endpoint_type?: string | null; model?: string | null };
+  llm_config?: { handle?: string | null; model_endpoint_type?: string | null; model?: string | null };
 }): string | null {
+  const handle = agent.llm_config?.handle;
+  if (handle) return handle;
   const endpoint = agent.llm_config?.model_endpoint_type;
   const model = agent.llm_config?.model;
   if (endpoint && model) {
diff --git a/src/headless.ts b/src/headless.ts
index b7949a6..77c7715 100644
--- a/src/headless.ts
+++ b/src/headless.ts
@@ -2466,12 +2466,12 @@ async function runBidirectionalMode(
       const {
         buildAutoReflectionPayload,
         finalizeAutoReflectionPayload,
-        buildParentMemorySnapshot,
         buildReflectionSubagentPrompt,
       } = await import("./cli/helpers/reflectionTranscript");
       const { getMemoryFilesystemRoot } = await import(
         "./agent/memoryFilesystem"
       );
+      const { recompileAgentSystemPrompt } = await import("./agent/modify");
 
       const autoPayload = await buildAutoReflectionPayload(
         agent.id,
@@ -2486,7 +2486,16 @@ async function runBidirectionalMode(
       }
 
       const memoryDir = getMemoryFilesystemRoot(agent.id);
-      const parentMemory = await buildParentMemorySnapshot(memoryDir);
+      let parentMemory: string | undefined;
+      try {
+        parentMemory = await recompileAgentSystemPrompt(
+          conversationId,
+          agent.id,
+          true,
+        );
+      } catch {
+        debugWarn("memory", "Failed to fetch parent system prompt for reflection; proceeding without it");
+      }
       const reflectionPrompt = buildReflectionSubagentPrompt({
         transcriptPath: autoPayload.payloadPath,
         memoryDir,
@@ -2495,11 +2504,20 @@ async function runBidirectionalMode(
       });
 
       const { spawnBackgroundSubagentTask } = await import("./tools/impl/Task");
+      // conscience: persistent supervisory agent (opt-in via env vars).
+      // Falls back to default ephemeral reflection if not configured.
+      const conscienceConversationId = process.env.CONSCIENCE_CONVERSATION_ID;
+      const conscienceAgentId = process.env.CONSCIENCE_AGENT_ID;
       spawnBackgroundSubagentTask({
         subagentType: "reflection",
         prompt: reflectionPrompt,
         description: "Reflect on recent conversations",
         silentCompletion: true,
+        ...(conscienceConversationId
+          ? { existingConversationId: conscienceConversationId }
+          : conscienceAgentId
+          ? { existingAgentId: conscienceAgentId }
+          : {}),
         onComplete: async ({ success, error }) => {
           await finalizeAutoReflectionPayload(
             agent.id,
diff --git a/src/index.ts b/src/index.ts
index b45c284..7fffcda 100755
--- a/src/index.ts
+++ b/src/index.ts
@@ -1875,7 +1875,7 @@ async function main(): Promise<void> {
           // so their prompts are left untouched by auto-heal.
           if (
             !storedPreset &&
-            agent.tags?.includes("origin:letta-code") &&
+            (agent.tags?.includes("origin:letta-code") || agent.tags?.includes("origin:lettabot")) &&
             !agent.tags?.includes("role:subagent")
           ) {
             storedPreset = "custom";
diff --git a/src/models.json b/src/models.json
deleted file mode 100644
index 37c160b..0000000
--- a/src/models.json
+++ /dev/null
@@ -1,1667 +0,0 @@
-{
-  "models": [
-    {
-      "id": "auto",
-      "isDefault": true,
-      "handle": "letta/auto",
-      "label": "Auto",
-      "description": "Automatically select the best model",
-      "isFeatured": true,
-      "free": true,
-      "updateArgs": {
-        "context_window": 140000,
-        "max_output_tokens": 28000,
-        "parallel_tool_calls": true
-      }
-    },
-    {
-      "id": "auto-fast",
-      "handle": "letta/auto-fast",
-      "label": "Auto Fast",
-      "description": "Automatically select the best fast model",
-      "isFeatured": true,
-      "free": true,
-      "updateArgs": {
-        "context_window": 140000,
-        "max_output_tokens": 28000,
-        "parallel_tool_calls": true
-      }
-    },
-    {
-      "id": "sonnet",
-      "handle": "anthropic/claude-sonnet-4-6",
-      "label": "Sonnet 4.6",
-      "description": "Anthropic's new Sonnet model (high reasoning)",
-      "isFeatured": true,
-      "updateArgs": {
-        "context_window": 200000,
-        "max_output_tokens": 128000,
-        "reasoning_effort": "high",
-        "enable_reasoner": true,
-        "parallel_tool_calls": true
-      }
-    },
-    {
-      "id": "sonnet-1m",
-      "handle": "anthropic/claude-sonnet-4-6",
-      "label": "Sonnet 4.6 1M",
-      "description": "Claude Sonnet 4.6 with 1M token context window (high reasoning)",
-      "updateArgs": {
-        "context_window": 1000000,
-        "max_output_tokens": 128000,
-        "reasoning_effort": "high",
-        "enable_reasoner": true,
-        "parallel_tool_calls": true
-      }
-    },
-    {
-      "id": "sonnet-4.6-no-reasoning",
-      "handle": "anthropic/claude-sonnet-4-6",
-      "label": "Sonnet 4.6",
-      "description": "Sonnet 4.6 with no reasoning (faster)",
-      "updateArgs": {
-        "context_window": 200000,
-        "max_output_tokens": 128000,
-        "reasoning_effort": "none",
-        "enable_reasoner": false,
-        "parallel_tool_calls": true
-      }
-    },
-    {
-      "id": "sonnet-4.6-low",
-      "handle": "anthropic/claude-sonnet-4-6",
-      "label": "Sonnet 4.6",
-      "description": "Sonnet 4.6 (low reasoning)",
-      "updateArgs": {
-        "context_window": 200000,
-        "max_output_tokens": 128000,
-        "reasoning_effort": "low",
-        "enable_reasoner": true,
-        "max_reasoning_tokens": 4000,
-        "parallel_tool_calls": true
-      }
-    },
-    {
-      "id": "sonnet-4.6-medium",
-      "handle": "anthropic/claude-sonnet-4-6",
-      "label": "Sonnet 4.6",
-      "description": "Sonnet 4.6 (med reasoning)",
-      "updateArgs": {
-        "context_window": 200000,
-        "max_output_tokens": 128000,
-        "reasoning_effort": "medium",
-        "enable_reasoner": true,
-        "max_reasoning_tokens": 12000,
-        "parallel_tool_calls": true
-      }
-    },
-    {
-      "id": "sonnet-4.6-xhigh",
-      "handle": "anthropic/claude-sonnet-4-6",
-      "label": "Sonnet 4.6",
-      "description": "Sonnet 4.6 (max reasoning)",
-      "updateArgs": {
-        "context_window": 200000,
-        "max_output_tokens": 128000,
-        "reasoning_effort": "xhigh",
-        "enable_reasoner": true,
-        "parallel_tool_calls": true
-      }
-    },
-    {
-      "id": "sonnet-4.5",
-      "handle": "anthropic/claude-sonnet-4-5-20250929",
-      "label": "Sonnet 4.5",
-      "description": "Previous default Sonnet model",
-      "updateArgs": {
-        "context_window": 180000,
-        "max_output_tokens": 64000,
-        "max_reasoning_tokens": 31999,
-        "parallel_tool_calls": true
-      }
-    },
-    {
-      "id": "sonnet-4.5-no-reasoning",
-      "handle": "anthropic/claude-sonnet-4-5-20250929",
-      "label": "Sonnet 4.5",
-      "description": "Sonnet 4.5 with no reasoning (faster)",
-      "updateArgs": {
-        "enable_reasoner": false,
-        "context_window": 180000,
-        "max_output_tokens": 64000,
-        "parallel_tool_calls": true
-      }
-    },
-    {
-      "id": "opus",
-      "handle": "anthropic/claude-opus-4-6",
-      "label": "Opus 4.6",
-      "description": "Anthropic's best model (high reasoning)",
-      "isFeatured": true,
-      "updateArgs": {
-        "context_window": 200000,
-        "max_output_tokens": 128000,
-        "reasoning_effort": "high",
-        "enable_reasoner": true,
-        "parallel_tool_calls": true
-      }
-    },
-    {
-      "id": "opus-4.6-no-reasoning",
-      "handle": "anthropic/claude-opus-4-6",
-      "label": "Opus 4.6",
-      "description": "Opus 4.6 with no reasoning (faster)",
-      "updateArgs": {
-        "context_window": 200000,
-        "max_output_tokens": 128000,
-        "reasoning_effort": "none",
-        "enable_reasoner": false,
-        "parallel_tool_calls": true
-      }
-    },
-    {
-      "id": "opus-4.6-low",
-      "handle": "anthropic/claude-opus-4-6",
-      "label": "Opus 4.6",
-      "description": "Opus 4.6 (low reasoning)",
-      "updateArgs": {
-        "context_window": 200000,
-        "max_output_tokens": 128000,
-        "reasoning_effort": "low",
-        "enable_reasoner": true,
-        "max_reasoning_tokens": 4000,
-        "parallel_tool_calls": true
-      }
-    },
-    {
-      "id": "opus-4.6-medium",
-      "handle": "anthropic/claude-opus-4-6",
-      "label": "Opus 4.6",
-      "description": "Opus 4.6 (med reasoning)",
-      "updateArgs": {
-        "context_window": 200000,
-        "max_output_tokens": 128000,
-        "reasoning_effort": "medium",
-        "enable_reasoner": true,
-        "max_reasoning_tokens": 12000,
-        "parallel_tool_calls": true
-      }
-    },
-    {
-      "id": "opus-4.6-xhigh",
-      "handle": "anthropic/claude-opus-4-6",
-      "label": "Opus 4.6",
-      "description": "Opus 4.6 (max reasoning)",
-      "updateArgs": {
-        "context_window": 200000,
-        "max_output_tokens": 128000,
-        "reasoning_effort": "xhigh",
-        "enable_reasoner": true,
-        "parallel_tool_calls": true
-      }
-    },
-    {
-      "id": "opus-4.5",
-      "handle": "anthropic/claude-opus-4-5-20251101",
-      "label": "Opus 4.5",
-      "description": "Anthropic's (legacy) best model (high reasoning)",
-      "updateArgs": {
-        "context_window": 180000,
-        "max_output_tokens": 64000,
-        "reasoning_effort": "high",
-        "enable_reasoner": true,
-        "max_reasoning_tokens": 31999,
-        "parallel_tool_calls": true
-      }
-    },
-    {
-      "id": "opus-4.5-no-reasoning",
-      "handle": "anthropic/claude-opus-4-5-20251101",
-      "label": "Opus 4.5",
-      "description": "Opus 4.5 with no reasoning (faster)",
-      "updateArgs": {
-        "context_window": 180000,
-        "max_output_tokens": 64000,
-        "reasoning_effort": "none",
-        "enable_reasoner": false,
-        "parallel_tool_calls": true
-      }
-    },
-    {
-      "id": "opus-4.5-low",
-      "handle": "anthropic/claude-opus-4-5-20251101",
-      "label": "Opus 4.5",
-      "description": "Opus 4.5 (low reasoning)",
-      "updateArgs": {
-        "context_window": 180000,
-        "max_output_tokens": 64000,
-        "reasoning_effort": "low",
-        "enable_reasoner": true,
-        "max_reasoning_tokens": 4000,
-        "parallel_tool_calls": true
-      }
-    },
-    {
-      "id": "opus-4.5-medium",
-      "handle": "anthropic/claude-opus-4-5-20251101",
-      "label": "Opus 4.5",
-      "description": "Opus 4.5 (med reasoning)",
-      "updateArgs": {
-        "context_window": 180000,
-        "max_output_tokens": 64000,
-        "reasoning_effort": "medium",
-        "enable_reasoner": true,
-        "max_reasoning_tokens": 12000,
-        "parallel_tool_calls": true
-      }
-    },
-    {
-      "id": "bedrock-opus",
-      "handle": "bedrock/us.anthropic.claude-opus-4-5-20251101-v1:0",
-      "label": "Bedrock Opus 4.5",
-      "shortLabel": "Opus 4.5 BR",
-      "description": "Anthropic's best model (via AWS Bedrock)",
-      "updateArgs": {
-        "context_window": 180000,
-        "max_output_tokens": 64000,
-        "max_reasoning_tokens": 31999,
-        "parallel_tool_calls": true
-      }
-    },
-    {
-      "id": "haiku",
-      "handle": "anthropic/claude-haiku-4-5",
-      "label": "Haiku 4.5",
-      "description": "Anthropic's fastest model",
-      "updateArgs": {
-        "context_window": 180000,
-        "max_output_tokens": 64000,
-        "parallel_tool_calls": true
-      }
-    },
-    {
-      "id": "gpt-5.4-plus-pro-none",
-      "handle": "chatgpt-plus-pro/gpt-5.4",
-      "label": "GPT-5.4 (ChatGPT)",
-      "description": "GPT-5.4 (no reasoning) via ChatGPT Plus/Pro",
-      "updateArgs": {
-        "reasoning_effort": "none",
-        "verbosity": "low",
-        "context_window": 272000,
-        "max_output_tokens": 128000,
-        "parallel_tool_calls": true
-      }
-    },
-    {
-      "id": "gpt-5.4-plus-pro-low",
-      "handle": "chatgpt-plus-pro/gpt-5.4",
-      "label": "GPT-5.4 (ChatGPT)",
-      "description": "GPT-5.4 (low reasoning) via ChatGPT Plus/Pro",
-      "updateArgs": {
-        "reasoning_effort": "low",
-        "verbosity": "low",
-        "context_window": 272000,
-        "max_output_tokens": 128000,
-        "parallel_tool_calls": true
-      }
-    },
-    {
-      "id": "gpt-5.4-plus-pro-medium",
-      "handle": "chatgpt-plus-pro/gpt-5.4",
-      "label": "GPT-5.4 (ChatGPT)",
-      "description": "GPT-5.4 (med reasoning) via ChatGPT Plus/Pro",
-      "updateArgs": {
-        "reasoning_effort": "medium",
-        "verbosity": "low",
-        "context_window": 272000,
-        "max_output_tokens": 128000,
-        "parallel_tool_calls": true
-      }
-    },
-    {
-      "id": "gpt-5.4-plus-pro-high",
-      "handle": "chatgpt-plus-pro/gpt-5.4",
-      "label": "GPT-5.4 (ChatGPT)",
-      "description": "OpenAI's most capable model (high reasoning) via ChatGPT Plus/Pro",
-      "updateArgs": {
-        "reasoning_effort": "high",
-        "verbosity": "low",
-        "context_window": 272000,
-        "max_output_tokens": 128000,
-        "parallel_tool_calls": true
-      }
-    },
-    {
-      "id": "gpt-5.4-plus-pro-xhigh",
-      "handle": "chatgpt-plus-pro/gpt-5.4",
-      "label": "GPT-5.4 (ChatGPT)",
-      "description": "GPT-5.4 (max reasoning) via ChatGPT Plus/Pro",
-      "updateArgs": {
-        "reasoning_effort": "xhigh",
-        "verbosity": "low",
-        "context_window": 272000,
-        "max_output_tokens": 128000,
-        "parallel_tool_calls": true
-      }
-    },
-    {
-      "id": "gpt-5.4-fast-plus-pro-none",
-      "handle": "chatgpt-plus-pro/gpt-5.4-fast",
-      "label": "GPT-5.4 Fast (ChatGPT)",
-      "description": "GPT-5.4 Fast (no reasoning) via ChatGPT Plus/Pro",
-      "updateArgs": {
-        "reasoning_effort": "none",
-        "verbosity": "low",
-        "context_window": 272000,
-        "max_output_tokens": 128000,
-        "parallel_tool_calls": true
-      }
-    },
-    {
-      "id": "gpt-5.4-fast-plus-pro-low",
-      "handle": "chatgpt-plus-pro/gpt-5.4-fast",
-      "label": "GPT-5.4 Fast (ChatGPT)",
-      "description": "GPT-5.4 Fast (low reasoning) via ChatGPT Plus/Pro",
-      "updateArgs": {
-        "reasoning_effort": "low",
-        "verbosity": "low",
-        "context_window": 272000,
-        "max_output_tokens": 128000,
-        "parallel_tool_calls": true
-      }
-    },
-    {
-      "id": "gpt-5.4-fast-plus-pro-medium",
-      "handle": "chatgpt-plus-pro/gpt-5.4-fast",
-      "label": "GPT-5.4 Fast (ChatGPT)",
-      "description": "GPT-5.4 Fast (med reasoning) via ChatGPT Plus/Pro",
-      "updateArgs": {
-        "reasoning_effort": "medium",
-        "verbosity": "low",
-        "context_window": 272000,
-        "max_output_tokens": 128000,
-        "parallel_tool_calls": true
-      }
-    },
-    {
-      "id": "gpt-5.4-fast-plus-pro-high",
-      "handle": "chatgpt-plus-pro/gpt-5.4-fast",
-      "label": "GPT-5.4 Fast (ChatGPT)",
-      "description": "GPT-5.4 Fast (high reasoning) via ChatGPT Plus/Pro",
-      "updateArgs": {
-        "reasoning_effort": "high",
-        "verbosity": "low",
-        "context_window": 272000,
-        "max_output_tokens": 128000,
-        "parallel_tool_calls": true
-      }
-    },
-    {
-      "id": "gpt-5.4-fast-plus-pro-xhigh",
-      "handle": "chatgpt-plus-pro/gpt-5.4-fast",
-      "label": "GPT-5.4 Fast (ChatGPT)",
-      "description": "GPT-5.4 Fast (max reasoning) via ChatGPT Plus/Pro",
-      "updateArgs": {
-        "reasoning_effort": "xhigh",
-        "verbosity": "low",
-        "context_window": 272000,
-        "max_output_tokens": 128000,
-        "parallel_tool_calls": true
-      }
-    },
-    {
-      "id": "gpt-5.4-mini-plus-pro-none",
-      "handle": "chatgpt-plus-pro/gpt-5.4-mini",
-      "label": "GPT-5.4 Mini (ChatGPT)",
-      "description": "GPT-5.4 Mini (no reasoning) via ChatGPT Plus/Pro",
-      "updateArgs": {
-        "reasoning_effort": "none",
-        "verbosity": "low",
-        "context_window": 272000,
-        "max_output_tokens": 128000,
-        "parallel_tool_calls": true
-      }
-    },
-    {
-      "id": "gpt-5.4-mini-plus-pro-low",
-      "handle": "chatgpt-plus-pro/gpt-5.4-mini",
-      "label": "GPT-5.4 Mini (ChatGPT)",
-      "description": "GPT-5.4 Mini (low reasoning) via ChatGPT Plus/Pro",
-      "updateArgs": {
-        "reasoning_effort": "low",
-        "verbosity": "low",
-        "context_window": 272000,
-        "max_output_tokens": 128000,
-        "parallel_tool_calls": true
-      }
-    },
-    {
-      "id": "gpt-5.4-mini-plus-pro-medium",
-      "handle": "chatgpt-plus-pro/gpt-5.4-mini",
-      "label": "GPT-5.4 Mini (ChatGPT)",
-      "description": "GPT-5.4 Mini (med reasoning) via ChatGPT Plus/Pro",
-      "updateArgs": {
-        "reasoning_effort": "medium",
-        "verbosity": "low",
-        "context_window": 272000,
-        "max_output_tokens": 128000,
-        "parallel_tool_calls": true
-      }
-    },
-    {
-      "id": "gpt-5.4-mini-plus-pro-high",
-      "handle": "chatgpt-plus-pro/gpt-5.4-mini",
-      "label": "GPT-5.4 Mini (ChatGPT)",
-      "description": "GPT-5.4 Mini (high reasoning) via ChatGPT Plus/Pro",
-      "updateArgs": {
-        "reasoning_effort": "high",
-        "verbosity": "low",
-        "context_window": 272000,
-        "max_output_tokens": 128000,
-        "parallel_tool_calls": true
-      }
-    },
-    {
-      "id": "gpt-5.4-mini-plus-pro-xhigh",
-      "handle": "chatgpt-plus-pro/gpt-5.4-mini",
-      "label": "GPT-5.4 Mini (ChatGPT)",
-      "description": "GPT-5.4 Mini (max reasoning) via ChatGPT Plus/Pro",
-      "updateArgs": {
-        "reasoning_effort": "xhigh",
-        "verbosity": "low",
-        "context_window": 272000,
-        "max_output_tokens": 128000,
-        "parallel_tool_calls": true
-      }
-    },
-    {
-      "id": "gpt-5.3-codex-plus-pro-none",
-      "handle": "chatgpt-plus-pro/gpt-5.3-codex",
-      "label": "GPT-5.3 Codex (ChatGPT)",
-      "description": "GPT-5.3 Codex (no reasoning) via ChatGPT Plus/Pro",
-      "updateArgs": {
-        "reasoning_effort": "none",
-        "verbosity": "low",
-        "context_window": 272000,
-        "max_output_tokens": 128000,
-        "parallel_tool_calls": true
-      }
-    },
-    {
-      "id": "gpt-5.3-codex-plus-pro-low",
-      "handle": "chatgpt-plus-pro/gpt-5.3-codex",
-      "label": "GPT-5.3 Codex (ChatGPT)",
-      "description": "GPT-5.3 Codex (low reasoning) via ChatGPT Plus/Pro",
-      "updateArgs": {
-        "reasoning_effort": "low",
-        "verbosity": "low",
-        "context_window": 272000,
-        "max_output_tokens": 128000,
-        "parallel_tool_calls": true
-      }
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-        "verbosity": "low",
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-        "reasoning_effort": "high",
-        "verbosity": "low",
-        "context_window": 272000,
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-      "id": "gpt-5.3-codex-plus-pro-xhigh",
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-        "reasoning_effort": "xhigh",
-        "verbosity": "low",
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-        "reasoning_effort": "medium",
-        "verbosity": "medium",
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-        "reasoning_effort": "high",
-        "verbosity": "medium",
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-        "verbosity": "medium",
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-        "verbosity": "medium",
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-        "reasoning_effort": "medium",
-        "verbosity": "medium",
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-        "verbosity": "medium",
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-      "description": "GPT-5.1 Codex Max (med reasoning) via ChatGPT Plus/Pro",
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-        "reasoning_effort": "medium",
-        "verbosity": "medium",
-        "context_window": 272000,
-        "max_output_tokens": 128000,
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-      "label": "GPT-5.1 Codex Max",
-      "description": "GPT-5.1 Codex Max (high reasoning) via ChatGPT Plus/Pro",
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-        "verbosity": "medium",
-        "context_window": 272000,
-        "max_output_tokens": 128000,
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-        "context_window": 272000,
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-        "verbosity": "medium",
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-      "description": "GPT-5.4 with priority service tier (high reasoning)",
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-      "description": "GPT-5.4 with priority service tier (max reasoning)",
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-      "description": "OpenAI's most capable model (low reasoning)",
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-      "description": "OpenAI's most capable model (med reasoning)",
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-        "verbosity": "medium",
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-      "handle": "openai/gpt-5.4-mini",
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-      "handle": "openai/gpt-5.4-mini",
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-      "description": "Fast, efficient GPT-5.4 variant (high reasoning)",
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-      "description": "Fast, efficient GPT-5.4 variant (max reasoning)",
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-      "description": "Smallest, cheapest GPT-5.4 variant (no reasoning)",
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-      "label": "GPT-5.4 Nano",
-      "description": "Smallest, cheapest GPT-5.4 variant (low reasoning)",
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-      "handle": "openai/gpt-5.4-nano",
-      "label": "GPT-5.4 Nano",
-      "description": "Smallest, cheapest GPT-5.4 variant (med reasoning)",
-      "updateArgs": {
-        "reasoning_effort": "medium",
-        "verbosity": "low",
-        "context_window": 272000,
-        "max_output_tokens": 128000,
-        "parallel_tool_calls": true
-      }
-    },
-    {
-      "id": "gpt-5.4-nano-high",
-      "handle": "openai/gpt-5.4-nano",
-      "label": "GPT-5.4 Nano",
-      "description": "Smallest, cheapest GPT-5.4 variant (high reasoning)",
-      "updateArgs": {
-        "reasoning_effort": "high",
-        "verbosity": "low",
-        "context_window": 272000,
-        "max_output_tokens": 128000,
-        "parallel_tool_calls": true
-      }
-    },
-    {
-      "id": "gpt-5.4-nano-xhigh",
-      "handle": "openai/gpt-5.4-nano",
-      "label": "GPT-5.4 Nano",
-      "description": "Smallest, cheapest GPT-5.4 variant (max reasoning)",
-      "updateArgs": {
-        "reasoning_effort": "xhigh",
-        "verbosity": "low",
-        "context_window": 272000,
-        "max_output_tokens": 128000,
-        "parallel_tool_calls": true
-      }
-    },
-    {
-      "id": "gpt-5.3-codex-none",
-      "handle": "openai/gpt-5.3-codex",
-      "label": "GPT-5.3-Codex",
-      "description": "GPT-5.3 variant (no reasoning) optimized for coding",
-      "updateArgs": {
-        "reasoning_effort": "none",
-        "verbosity": "medium",
-        "context_window": 272000,
-        "max_output_tokens": null,
-        "parallel_tool_calls": true
-      }
-    },
-    {
-      "id": "gpt-5.3-codex-low",
-      "handle": "openai/gpt-5.3-codex",
-      "label": "GPT-5.3-Codex",
-      "description": "GPT-5.3 variant (low reasoning) optimized for coding",
-      "updateArgs": {
-        "reasoning_effort": "low",
-        "verbosity": "medium",
-        "context_window": 272000,
-        "max_output_tokens": null,
-        "parallel_tool_calls": true
-      }
-    },
-    {
-      "id": "gpt-5.3-codex-medium",
-      "handle": "openai/gpt-5.3-codex",
-      "label": "GPT-5.3-Codex",
-      "description": "GPT-5.3 variant (med reasoning) optimized for coding",
-      "updateArgs": {
-        "reasoning_effort": "medium",
-        "verbosity": "medium",
-        "context_window": 272000,
-        "max_output_tokens": null,
-        "parallel_tool_calls": true
-      }
-    },
-    {
-      "id": "gpt-5.3-codex-high",
-      "handle": "openai/gpt-5.3-codex",
-      "label": "GPT-5.3-Codex",
-      "description": "OpenAI's best coding model (high reasoning)",
-      "isFeatured": true,
-      "updateArgs": {
-        "reasoning_effort": "high",
-        "verbosity": "medium",
-        "context_window": 272000,
-        "max_output_tokens": null,
-        "parallel_tool_calls": true
-      }
-    },
-    {
-      "id": "gpt-5.3-codex-xhigh",
-      "handle": "openai/gpt-5.3-codex",
-      "label": "GPT-5.3-Codex",
-      "description": "GPT-5.3 variant (max reasoning) optimized for coding",
-      "updateArgs": {
-        "reasoning_effort": "xhigh",
-        "verbosity": "medium",
-        "context_window": 272000,
-        "max_output_tokens": null,
-        "parallel_tool_calls": true
-      }
-    },
-    {
-      "id": "gpt-5.1-none",
-      "handle": "openai/gpt-5.1",
-      "label": "GPT-5.1",
-      "description": "Legacy GPT-5.1 (no reasoning)",
-      "updateArgs": {
-        "reasoning_effort": "none",
-        "verbosity": "medium",
-        "context_window": 272000,
-        "max_output_tokens": 128000,
-        "parallel_tool_calls": true
-      }
-    },
-    {
-      "id": "gpt-5.1-low",
-      "handle": "openai/gpt-5.1",
-      "label": "GPT-5.1",
-      "description": "Legacy GPT-5.1 (low reasoning)",
-      "updateArgs": {
-        "reasoning_effort": "low",
-        "verbosity": "medium",
-        "context_window": 272000,
-        "max_output_tokens": 128000,
-        "parallel_tool_calls": true
-      }
-    },
-    {
-      "id": "gpt-5.1-medium",
-      "handle": "openai/gpt-5.1",
-      "label": "GPT-5.1",
-      "description": "Legacy GPT-5.1 (med reasoning)",
-      "updateArgs": {
-        "reasoning_effort": "medium",
-        "verbosity": "medium",
-        "context_window": 272000,
-        "max_output_tokens": 128000,
-        "parallel_tool_calls": true
-      }
-    },
-    {
-      "id": "gpt-5.1-high",
-      "handle": "openai/gpt-5.1",
-      "label": "GPT-5.1",
-      "description": "Legacy GPT-5.1 (high reasoning)",
-      "updateArgs": {
-        "reasoning_effort": "high",
-        "verbosity": "medium",
-        "context_window": 272000,
-        "max_output_tokens": 128000,
-        "parallel_tool_calls": true
-      }
-    },
-    {
-      "id": "gpt-5.1-codex-none",
-      "handle": "openai/gpt-5.1-codex",
-      "label": "GPT-5.1-Codex",
-      "description": "GPT-5.1 variant (no reasoning) optimized for coding",
-      "updateArgs": {
-        "reasoning_effort": "none",
-        "verbosity": "medium",
-        "context_window": 272000,
-        "max_output_tokens": 128000,
-        "parallel_tool_calls": true
-      }
-    },
-    {
-      "id": "gpt-5.1-codex-medium",
-      "handle": "openai/gpt-5.1-codex",
-      "label": "GPT-5.1-Codex",
-      "description": "GPT-5.1 variant (med reasoning) optimized for coding",
-      "updateArgs": {
-        "reasoning_effort": "medium",
-        "verbosity": "medium",
-        "context_window": 272000,
-        "max_output_tokens": 128000,
-        "parallel_tool_calls": true
-      }
-    },
-    {
-      "id": "gpt-5.1-codex-high",
-      "handle": "openai/gpt-5.1-codex",
-      "label": "GPT-5.1-Codex",
-      "description": "GPT-5.1 variant (max reasoning) optimized for coding",
-      "updateArgs": {
-        "reasoning_effort": "high",
-        "verbosity": "medium",
-        "context_window": 272000,
-        "max_output_tokens": 128000,
-        "parallel_tool_calls": true
-      }
-    },
-    {
-      "id": "gpt-5.1-codex-max-medium",
-      "handle": "openai/gpt-5.1-codex-max",
-      "label": "GPT-5.1-Codex-Max",
-      "description": "GPT-5.1-Codex 'Max' variant (med reasoning)",
-      "updateArgs": {
-        "reasoning_effort": "medium",
-        "verbosity": "medium",
-        "context_window": 272000,
-        "max_output_tokens": 128000,
-        "parallel_tool_calls": true
-      }
-    },
-    {
-      "id": "gpt-5.1-codex-max-high",
-      "handle": "openai/gpt-5.1-codex-max",
-      "label": "GPT-5.1-Codex-Max",
-      "description": "GPT-5.1-Codex 'Max' variant (high reasoning)",
-      "updateArgs": {
-        "reasoning_effort": "high",
-        "verbosity": "medium",
-        "context_window": 272000,
-        "max_output_tokens": 128000,
-        "parallel_tool_calls": true
-      }
-    },
-    {
-      "id": "gpt-5.1-codex-max-x-high",
-      "handle": "openai/gpt-5.1-codex-max",
-      "label": "GPT-5.1-Codex-Max",
-      "description": "GPT-5.1-Codex 'Max' variant (extra-high reasoning)",
-      "updateArgs": {
-        "reasoning_effort": "xhigh",
-        "verbosity": "medium",
-        "context_window": 272000,
-        "max_output_tokens": 128000,
-        "parallel_tool_calls": true
-      }
-    },
-    {
-      "id": "gpt-5-minimal",
-      "handle": "openai/gpt-5",
-      "label": "GPT-5",
-      "description": "Legacy GPT-5 (minimal reasoning)",
-      "updateArgs": {
-        "reasoning_effort": "minimal",
-        "verbosity": "medium",
-        "context_window": 272000,
-        "max_output_tokens": 128000,
-        "parallel_tool_calls": true
-      }
-    },
-    {
-      "id": "gpt-5-low",
-      "handle": "openai/gpt-5",
-      "label": "GPT-5",
-      "description": "Legacy GPT-5 (low reasoning)",
-      "updateArgs": {
-        "reasoning_effort": "low",
-        "verbosity": "medium",
-        "context_window": 272000,
-        "max_output_tokens": 128000,
-        "parallel_tool_calls": true
-      }
-    },
-    {
-      "id": "gpt-5-medium",
-      "handle": "openai/gpt-5",
-      "label": "GPT-5",
-      "description": "Legacy GPT-5 (med reasoning)",
-      "updateArgs": {
-        "reasoning_effort": "medium",
-        "verbosity": "medium",
-        "context_window": 272000,
-        "max_output_tokens": 128000,
-        "parallel_tool_calls": true
-      }
-    },
-    {
-      "id": "gpt-5-high",
-      "handle": "openai/gpt-5",
-      "label": "GPT-5",
-      "description": "Legacy GPT-5 (high reasoning)",
-      "updateArgs": {
-        "reasoning_effort": "high",
-        "verbosity": "medium",
-        "context_window": 272000,
-        "max_output_tokens": 128000,
-        "parallel_tool_calls": true
-      }
-    },
-    {
-      "id": "gpt-5-mini-high",
-      "handle": "openai/gpt-5-mini-2025-08-07",
-      "label": "GPT-5-Mini",
-      "description": "GPT-5-Mini (high reasoning)",
-      "updateArgs": {
-        "reasoning_effort": "high",
-        "verbosity": "medium",
-        "context_window": 272000,
-        "max_output_tokens": 128000,
-        "parallel_tool_calls": true
-      }
-    },
-    {
-      "id": "gpt-5-mini-medium",
-      "handle": "openai/gpt-5-mini-2025-08-07",
-      "label": "GPT-5-Mini",
-      "description": "GPT-5-Mini (medium reasoning)",
-      "updateArgs": {
-        "reasoning_effort": "medium",
-        "verbosity": "medium",
-        "context_window": 272000,
-        "max_output_tokens": 128000,
-        "parallel_tool_calls": true
-      }
-    },
-    {
-      "id": "gpt-5-nano-medium",
-      "handle": "openai/gpt-5-nano-2025-08-07",
-      "label": "GPT-5-Nano",
-      "description": "GPT-5-Nano (medium reasoning)",
-      "updateArgs": {
-        "reasoning_effort": "medium",
-        "verbosity": "medium",
-        "context_window": 272000,
-        "max_output_tokens": 128000,
-        "parallel_tool_calls": true
-      }
-    },
-    {
-      "id": "glm-5",
-      "handle": "zai/glm-5",
-      "label": "GLM-5",
-      "description": "zAI's latest coding model",
-      "isFeatured": true,
-      "free": true,
-      "updateArgs": {
-        "context_window": 180000,
-        "max_output_tokens": 16000,
-        "parallel_tool_calls": true
-      }
-    },
-    {
-      "id": "glm-4.7",
-      "handle": "zai/glm-4.7",
-      "label": "GLM-4.7",
-      "description": "zAI's latest coding model (legacy)",
-      "free": true,
-      "updateArgs": {
-        "context_window": 180000,
-        "max_output_tokens": 16000,
-        "parallel_tool_calls": true
-      }
-    },
-    {
-      "id": "minimax-m2.7",
-      "handle": "minimax/MiniMax-M2.7",
-      "label": "MiniMax 2.7",
-      "description": "MiniMax's latest coding model",
-      "isFeatured": true,
-      "free": true,
-      "updateArgs": {
-        "context_window": 160000,
-        "max_output_tokens": 64000,
-        "parallel_tool_calls": true
-      }
-    },
-    {
-      "id": "minimax-m2.5",
-      "handle": "minimax/MiniMax-M2.5",
-      "label": "MiniMax 2.5",
-      "description": "MiniMax's latest coding model (legacy)",
-      "free": true,
-      "updateArgs": {
-        "context_window": 160000,
-        "max_output_tokens": 64000,
-        "parallel_tool_calls": true
-      }
-    },
-    {
-      "id": "minimax-m2.1",
-      "handle": "minimax/MiniMax-M2.1",
-      "label": "MiniMax 2.1",
-      "description": "MiniMax's latest coding model (legacy)",
-      "free": true,
-      "updateArgs": {
-        "context_window": 160000,
-        "max_output_tokens": 64000,
-        "parallel_tool_calls": true
-      }
-    },
-    {
-      "id": "minimax-m2",
-      "handle": "openrouter/minimax/minimax-m2",
-      "label": "Minimax M2",
-      "description": "Minimax's latest model",
-      "updateArgs": {
-        "context_window": 160000,
-        "max_output_tokens": 64000,
-        "parallel_tool_calls": true
-      }
-    },
-    {
-      "id": "kimi-k2",
-      "handle": "openrouter/moonshotai/kimi-k2-0905",
-      "label": "Kimi K2",
-      "description": "Kimi's K2 model",
-      "updateArgs": {
-        "context_window": 262144,
-        "parallel_tool_calls": true
-      }
-    },
-    {
-      "id": "kimi-k2-thinking",
-      "handle": "openrouter/moonshotai/kimi-k2-thinking",
-      "label": "Kimi K2 Thinking",
-      "description": "Kimi's K2 model with advanced thinking capabilities",
-      "updateArgs": {
-        "context_window": 256000,
-        "max_output_tokens": 16000,
-        "temperature": 1.0,
-        "parallel_tool_calls": true
-      }
-    },
-    {
-      "id": "kimi-k2.5",
-      "handle": "openrouter/moonshotai/kimi-k2.5",
-      "label": "Kimi K2.5",
-      "description": "Kimi's latest coding model",
-      "isFeatured": true,
-      "updateArgs": {
-        "context_window": 262144,
-        "parallel_tool_calls": true
-      }
-    },
-    {
-      "id": "deepseek-chat-v3.1",
-      "handle": "openrouter/deepseek/deepseek-chat-v3.1",
-      "label": "DeepSeek Chat V3.1",
-      "description": "DeepSeek V3.1 model",
-      "updateArgs": {
-        "context_window": 128000,
-        "parallel_tool_calls": true
-      }
-    },
-    {
-      "id": "gemini-3.1",
-      "handle": "google_ai/gemini-3.1-pro-preview",
-      "label": "Gemini 3.1 Pro",
-      "description": "Google's latest and smartest model",
-      "isFeatured": true,
-      "updateArgs": {
-        "context_window": 180000,
-        "temperature": 1.0,
-        "parallel_tool_calls": true
-      }
-    },
-    {
-      "id": "gemini-3-flash",
-      "handle": "google_ai/gemini-3-flash-preview",
-      "label": "Gemini 3 Flash",
-      "description": "Google's fastest Gemini 3 model",
-      "updateArgs": {
-        "context_window": 180000,
-        "temperature": 1.0,
-        "parallel_tool_calls": true
-      }
-    },
-    {
-      "id": "gemini-flash",
-      "handle": "google_ai/gemini-2.5-flash",
-      "label": "Gemini 2.5 Flash",
-      "description": "Google's fastest model",
-      "updateArgs": {
-        "context_window": 180000,
-        "parallel_tool_calls": true
-      }
-    },
-    {
-      "id": "gemini-pro",
-      "handle": "google_ai/gemini-2.5-pro",
-      "label": "Gemini 2.5 Pro",
-      "description": "Google's last generation flagship model",
-      "updateArgs": {
-        "context_window": 180000,
-        "parallel_tool_calls": true
-      }
-    },
-    {
-      "id": "gpt-4.1",
-      "handle": "openai/gpt-4.1",
-      "label": "GPT-4.1",
-      "description": "OpenAI's most recent non-reasoner model",
-      "updateArgs": {
-        "context_window": 1047576,
-        "parallel_tool_calls": true
-      }
-    },
-    {
-      "id": "gpt-4.1-mini",
-      "handle": "openai/gpt-4.1-mini-2025-04-14",
-      "label": "GPT-4.1-Mini",
-      "description": "OpenAI's most recent non-reasoner model (mini version)",
-      "updateArgs": {
-        "context_window": 1047576,
-        "parallel_tool_calls": true
-      }
-    },
-    {
-      "id": "gpt-4.1-nano",
-      "handle": "openai/gpt-4.1-nano-2025-04-14",
-      "label": "GPT-4.1-Nano",
-      "description": "OpenAI's most recent non-reasoner model (nano version)",
-      "updateArgs": {
-        "context_window": 1047576,
-        "parallel_tool_calls": true
-      }
-    },
-    {
-      "id": "o4-mini",
-      "handle": "openai/o4-mini",
-      "label": "o4-mini",
-      "description": "OpenAI's latest o-series reasoning model",
-      "updateArgs": {
-        "context_window": 180000,
-        "parallel_tool_calls": true
-      }
-    },
-    {
-      "id": "gemini-3.1-vertex",
-      "handle": "google_vertex/gemini-3.1-pro-preview",
-      "label": "Gemini 3.1 Pro",
-      "description": "Google's latest Gemini 3.1 Pro model (via Vertex AI)",
-      "updateArgs": {
-        "context_window": 180000,
-        "temperature": 1.0,
-        "parallel_tool_calls": true
-      }
-    }
-  ]
-}
diff --git a/src/tools/toolset.ts b/src/tools/toolset.ts
index f361979..9766d5b 100644
--- a/src/tools/toolset.ts
+++ b/src/tools/toolset.ts
@@ -226,7 +226,7 @@ export function shouldClearPersistedToolRules(
   agent: AgentWithToolsAndRules,
 ): boolean {
   return (
-    agent.tags?.includes("origin:letta-code") === true &&
+    (agent.tags?.includes("origin:letta-code") || agent.tags?.includes("origin:lettabot")) === true &&
     (agent.tool_rules?.length ?? 0) > 0
   );
 }