refactor: migrate agent system from XML tool calling to OpenAI SDK with native function calling

- Replace custom XML-based tool parsing (XMLToolExecutor) with OpenAI SDK's
  native tool_calls via `openai` npm package (dangerouslyAllowBrowser)
- Consolidate 4 LLM providers (OpenAI, Claude, Gemini, ClaudeOpenRouter)
  into a single OpenAI SDK-based LLMProvider compatible with any
  OpenAI-style API (OpenAI, OpenRouter, Ollama, vLLM)
- Move agentic tool execution loop from ChatBox into AgentCore
- Update Message type to support tool roles, tool_calls, and tool_call_id
- Update system prompt to remove XML formatting instructions (~45% smaller)
- Remove AttemptCompletionTool (replaced by stop_reason detection),
  ThinkTool, and ThinkingTool
- Polish tool descriptions for OpenAI function calling schema compliance
- Normalize base URLs by stripping /chat/completions suffix

package-lock.json

@@ -1,15 +1,16 @@
 {
   "name": "K.G.Studio",
-  "version": "0.5.4-build.20250830",
+  "version": "0.8.0-build.20260123",
   "lockfileVersion": 3,
   "requires": true,
   "packages": {
     "": {
       "name": "K.G.Studio",
-      "version": "0.5.4-build.20250830",
+      "version": "0.8.0-build.20260123",
       "dependencies": {
         "class-transformer": "^0.5.1",
         "idb": "^8.0.3",
+        "openai": "^6.33.0",
         "react": "^19.1.0",
         "react-dom": "^19.1.0",
         "react-icons": "^5.5.0",
@@ -10879,6 +10880,27 @@
         "url": "https://github.com/sponsors/sindresorhus"
       }
     },
+    "node_modules/openai": {
+      "version": "6.33.0",
+      "resolved": "https://registry.npmjs.org/openai/-/openai-6.33.0.tgz",
+      "integrity": "sha512-xAYN1W3YsDXJWA5F277135YfkEk6H7D3D6vWwRhJ3OEkzRgcyK8z/P5P9Gyi/wB4N8kK9kM5ZjprfvyHagKmpw==",
+      "license": "Apache-2.0",
+      "bin": {
+        "openai": "bin/cli"
+      },
+      "peerDependencies": {
+        "ws": "^8.18.0",
+        "zod": "^3.25 || ^4.0"
+      },
+      "peerDependenciesMeta": {
+        "ws": {
+          "optional": true
+        },
+        "zod": {
+          "optional": true
+        }
+      }
+    },
     "node_modules/optionator": {
       "version": "0.9.4",
       "resolved": "https://registry.npmjs.org/optionator/-/optionator-0.9.4.tgz",
@@ -14064,7 +14086,7 @@
       "version": "8.18.3",
       "resolved": "https://registry.npmjs.org/ws/-/ws-8.18.3.tgz",
       "integrity": "sha512-PEIGCY5tSlUt50cqyMXfCzX+oOPqN0vuGqWzbcJ2xvnkzkq46oOpz7dQaTDBdfICb4N14+GARUDw2XV2N4tvzg==",
-      "dev": true,
+      "devOptional": true,
       "license": "MIT",
       "engines": {
         "node": ">=10.0.0"