refactor: rename skill to higress-openclaw-integration and update model configs (#3475)

.claude/skills/higress-openclaw-integration/SKILL.md

@@ -1,11 +1,11 @@
 ---
-name: higress-clawdbot-integration
+name: higress-openclaw-integration
-description: "Deploy and configure Higress AI Gateway for Clawdbot/OpenClaw integration. Use when: (1) User wants to deploy Higress AI Gateway, (2) User wants to configure Clawdbot/OpenClaw to use Higress as a model provider, (3) User mentions 'higress', 'ai gateway', 'model gateway', 'AI网关', (4) User wants to set up model routing or auto-routing, (5) User needs to manage LLM provider API keys, (6) User wants to track token usage and conversation history."
+description: "Deploy and configure Higress AI Gateway for OpenClaw integration. Use when: (1) User wants to deploy Higress AI Gateway, (2) User wants to configure OpenClaw to use Higress as a model provider, (3) User mentions 'higress', 'ai gateway', 'model gateway', 'AI网关', (4) User wants to set up model routing or auto-routing, (5) User needs to manage LLM provider API keys."
 ---
 
 # Higress AI Gateway Integration
 
-Deploy and configure Higress AI Gateway for Clawdbot/OpenClaw integration with one-click deployment, model provider configuration, auto-routing, and session monitoring.
+Deploy and configure Higress AI Gateway for OpenClaw integration with one-click deployment, model provider configuration, and auto-routing.
 
 ## Prerequisites
 
@@ -112,28 +112,17 @@ After script completion:
    http://localhost:8001
    ```
 
-### Step 5: Configure Clawdbot/OpenClaw Plugin
+### Step 5: Configure OpenClaw Plugin
 
-If user wants to use Higress with Clawdbot/OpenClaw, install appropriate plugin:
+If user wants to use Higress with OpenClaw, install the plugin:
 
 #### Automatic Installation
 
-Detect runtime and install correct plugin version:
-
 ```bash
-# Detect which runtime is installed
+# Install plugin for OpenClaw
-if command -v clawdbot &> /dev/null; then
-  RUNTIME="clawdbot"
-  RUNTIME_DIR="$HOME/.clawdbot"
-  PLUGIN_SRC="scripts/plugin-clawdbot"
-elif command -v openclaw &> /dev/null; then
 RUNTIME="openclaw"
 RUNTIME_DIR="$HOME/.openclaw"
 PLUGIN_SRC="scripts/plugin"
-else
-  echo "Error: Neither clawdbot nor openclaw is installed"
-  exit 1
-fi
 
 # Install plugin
 PLUGIN_DEST="$RUNTIME_DIR/extensions/higress-ai-gateway"
@@ -155,6 +144,8 @@ The plugin will guide you through an interactive setup for:
 3. API Key (optional for local deployments)
 4. Model list (auto-detected or manually specified)
 5. Auto-routing default model (if using `higress/auto`)
+4. Model list (auto-detected or manually specified)
+5. Auto-routing default model (if using `higress/auto`)
 
 ### Step 6: Manage API Keys (optional)
 
@@ -269,16 +260,11 @@ Gateway access logs are available at:
 $DATA_FOLDER/logs/access.log
 ```
 
-These logs can be used with **agent-session-monitor** skill for token tracking and conversation analysis.
-
 ## Related Skills
 
 - **higress-auto-router**: Configure automatic model routing using CLI commands
   See: [higress-auto-router](../higress-auto-router/SKILL.md)
 
-- **agent-session-monitor**: Monitor and track token usage across sessions  
-  See: [agent-session-monitor](../agent-session-monitor/SKILL.md)
-
 ## Examples
 
 ### Example 1: Basic Deployment with Dashscope
@@ -315,15 +301,14 @@ curl 'http://localhost:8080/v1/chat/completions' \
   -d '{"model": "qwen-turbo", "messages": [{"role": "user", "content": "Hello!"}]}'
 ```
 
-### Example 2: Full Integration with Clawdbot
+### Example 2: Full Integration with OpenClaw
 
-**User:** 完整配置Higress和Clawdbot的集成
+**User:** 完整配置Higress和OpenClaw的集成
 
 **Steps:**
 1. Deploy Higress AI Gateway (auto-detects timezone)
-2. Install and configure Clawdbot plugin
+2. Install and configure OpenClaw plugin
 3. Enable auto-routing
-4. Set up session monitoring
 
 **Response:**
 
@@ -339,16 +324,13 @@ Selected plugin registry: higress-registry.cn-hangzhou.cr.aliyuncs.com
    - 容器镜像: Hangzhou (自动选择)
    - 插件镜像: Hangzhou (自动选择)
 
-2. Clawdbot 插件配置:
+2. OpenClaw 插件配置:
-   Plugin installed at: /root/.clawdbot/extensions/higress-ai-gateway
+   Plugin installed at: /root/.openclaw/extensions/higress-ai-gateway
-   Run: clawdbot models auth login --provider higress
+   Run: openclaw models auth login --provider higress
 
 3. 自动路由:
    已启用，使用 model="higress/auto"
 
-4. 会话监控:
-   日志路径: ./higress/logs/access.log
-
 需要我帮你配置自动路由规则吗？
 ```
 

.claude/skills/higress-openclaw-integration/scripts/plugin-clawdbot/README.md

@@ -19,7 +19,7 @@ This is a TypeScript-based provider plugin that enables Clawdbot to use Higress
 
 ## Installation
 
-This plugin is automatically installed when you use the `higress-clawdbot-integration` skill. See the parent SKILL.md for complete installation instructions.
+This plugin is automatically installed when you use the `higress-openclaw-integration` skill. See parent SKILL.md for complete installation instructions.
 
 ### Manual Installation
 
@@ -64,9 +64,8 @@ clawdbot chat --model higress/auto "深入思考 这个问题应该怎么解决?
 
 ## Related Resources
 
-- **Parent Skill**: [higress-clawdbot-integration](../SKILL.md)
+- **Parent Skill**: [higress-openclaw-integration](../SKILL.md)
 - **Auto-routing Configuration**: [higress-auto-router](../../higress-auto-router/SKILL.md)
-- **Session Monitoring**: [agent-session-monitor](../../agent-session-monitor/SKILL.md)
 - **Higress AI Gateway**: https://github.com/higress-group/higress-standalone
 
 ## Compatibility

.claude/skills/higress-openclaw-integration/scripts/plugin-clawdbot/index.ts

@@ -2,32 +2,47 @@ import { emptyPluginConfigSchema } from "clawdbot/plugin-sdk";
 
 const DEFAULT_GATEWAY_URL = "http://localhost:8080";
 const DEFAULT_CONSOLE_URL = "http://localhost:8001";
+
+// Model-specific context window and max tokens configurations
+const MODEL_CONFIG: Record<string, { contextWindow: number; maxTokens: number }> = {
+  "gpt-5.3-codex": { contextWindow: 400_000, maxTokens: 128_000 },
+  "gpt-5-mini": { contextWindow: 400_000, maxTokens: 128_000 },
+  "gpt-5-nano": { contextWindow: 400_000, maxTokens: 128_000 },
+  "claude-opus-4.6": { contextWindow: 1_000_000, maxTokens: 128_000 },
+  "claude-sonnet-4.5": { contextWindow: 1_000_000, maxTokens: 64_000 },
+  "claude-haiku-4.5": { contextWindow: 200_000, maxTokens: 64_000 },
+  "qwen3-coder-plus": { contextWindow: 1_000_000, maxTokens: 64_000 },
+  "deepseek-chat": { contextWindow: 256_000, maxTokens: 128_000 },
+  "deepseek-reasoner": { contextWindow: 256_000, maxTokens: 128_000 },
+  "kimi-k2.5": { contextWindow: 256_000, maxTokens: 128_000 },
+  "glm-5": { contextWindow: 200_000, maxTokens: 128_000 },
+  "MiniMax-M2.1": { contextWindow: 196_000, maxTokens: 196_000 },
+};
+
+// Default values for unknown models
 const DEFAULT_CONTEXT_WINDOW = 128_000;
-const DEFAULT_MAX_TOKENS = 8192;
+const DEFAULT_MAX_TOKENS = 8_192;
 
 // Common models that Higress AI Gateway typically supports
 const DEFAULT_MODEL_IDS = [
   // Auto-routing special model
   "higress/auto",
   // OpenAI models
-  "gpt-5.2",
+  "gpt-5.3-codex",
   "gpt-5-mini",
   "gpt-5-nano",
   // Anthropic models
-  "claude-opus-4.5",
+  "claude-opus-4.6",
   "claude-sonnet-4.5",
   "claude-haiku-4.5",
   // Qwen models
-  "qwen3-turbo",
+  "qwen3-coder-plus",
-  "qwen3-plus",
-  "qwen3-max",
-  "qwen3-coder-480b-a35b-instruct",
   // DeepSeek models
   "deepseek-chat",
   "deepseek-reasoner",
   // Other common models
   "kimi-k2.5",
-  "glm-4.7",
+  "glm-5",
   "MiniMax-M2.1",
 ] as const;
 
@@ -60,15 +75,17 @@ function parseModelIds(input: string): string[] {
 
 function buildModelDefinition(modelId: string) {
   const isAutoModel = modelId === "higress/auto";
+  const config = MODEL_CONFIG[modelId] || { contextWindow: DEFAULT_CONTEXT_WINDOW, maxTokens: DEFAULT_MAX_TOKENS };
+
   return {
     id: modelId,
     name: isAutoModel ? "Higress Auto Router" : modelId,
     api: "openai-completions",
-    reasoning: false,
+    reasoning: true,
     input: ["text", "image"],
     cost: { input: 0, output: 0, cacheRead: 0, cacheWrite: 0 },
-    contextWindow: DEFAULT_CONTEXT_WINDOW,
+    contextWindow: config.contextWindow,
-    maxTokens: DEFAULT_MAX_TOKENS,
+    maxTokens: config.maxTokens,
   };
 }
 
@@ -261,17 +278,12 @@ const higressPlugin = {
                 `Gateway endpoint: ${gatewayUrl}/v1/chat/completions`,
                 `Console: ${consoleUrl}`,
                 "",
-                "🎯 Recommended Skills (install via Clawdbot conversation):",
+                "🎯 Recommended Skills (install via OpenClaw conversation):",
                 "",
                 "1. Auto-Routing Skill:",
                 "   Configure automatic model routing based on message content",
                 "   https://github.com/alibaba/higress/tree/main/.claude/skills/higress-auto-router",
                 '   Say: "Install higress-auto-router skill"',
-                "",
-                "2. Agent Session Monitor Skill:",
-                "   Track token usage and monitor conversation history",
-                "   https://github.com/alibaba/higress/tree/main/.claude/skills/agent-session-monitor",
-                '   Say: "Install agent-session-monitor skill"',
               ],
             };
           },

.claude/skills/higress-openclaw-integration/scripts/plugin/README.md

@@ -1,10 +1,10 @@
 # Higress AI Gateway Plugin
 
-OpenClaw/Clawdbot model provider plugin for Higress AI Gateway with auto-routing support.
+OpenClaw model provider plugin for Higress AI Gateway with auto-routing support.
 
 ## What is this?
 
-This is a TypeScript-based provider plugin that enables Clawdbot and OpenClaw to use Higress AI Gateway as a model provider. It provides:
+This is a TypeScript-based provider plugin that enables OpenClaw to use Higress AI Gateway as a model provider. It provides:
 
 - **Auto-routing support**: Use `higress/auto` to intelligently route requests based on message content
 - **Dynamic model discovery**: Auto-detect available models from Higress Console
@@ -19,30 +19,18 @@ This is a TypeScript-based provider plugin that enables Clawdbot and OpenClaw to
 
 ## Installation
 
-This plugin is automatically installed when you use the `higress-clawdbot-integration` skill. See the parent SKILL.md for complete installation instructions.
+This plugin is automatically installed when you use the `higress-openclaw-integration` skill. See parent SKILL.md for complete installation instructions.
 
 ### Manual Installation
 
 If you need to install manually:
 
 ```bash
-# Detect runtime
-if command -v clawdbot &> /dev/null; then
-  RUNTIME_DIR="$HOME/.clawdbot"
-elif command -v openclaw &> /dev/null; then
-  RUNTIME_DIR="$HOME/.openclaw"
-else
-  echo "Error: Neither clawdbot nor openclaw is installed"
-  exit 1
-fi
-
 # Copy plugin files
-mkdir -p "$RUNTIME_DIR/extensions/higress-ai-gateway"
+mkdir -p "$HOME/.openclaw/extensions/higress-ai-gateway"
-cp -r ./* "$RUNTIME_DIR/extensions/higress-ai-gateway/"
+cp -r ./* "$HOME/.openclaw/extensions/higress-ai-gateway/"
 
 # Configure provider
-clawdbot models auth login --provider higress
-# or
 openclaw models auth login --provider higress
 ```
 
@@ -51,7 +39,7 @@ openclaw models auth login --provider higress
 After installation, configure Higress as a model provider:
 
 ```bash
-clawdbot models auth login --provider higress
+openclaw models auth login --provider higress
 ```
 
 The plugin will prompt for:
@@ -67,7 +55,7 @@ To use auto-routing, include `higress/auto` in your model list during configurat
 
 ```bash
 # Use auto-routing
-clawdbot chat --model higress/auto "深入思考 这个问题应该怎么解决?"
+openclaw chat --model higress/auto "深入思考 这个问题应该怎么解决?"
 
 # The gateway will automatically route to the appropriate model based on:
 # - Message content triggers (configured via higress-auto-router skill)
@@ -76,15 +64,13 @@ clawdbot chat --model higress/auto "深入思考 这个问题应该怎么解决?
 
 ## Related Resources
 
-- **Parent Skill**: [higress-clawdbot-integration](../SKILL.md)
+- **Parent Skill**: [higress-openclaw-integration](../SKILL.md)
 - **Auto-routing Configuration**: [higress-auto-router](../../higress-auto-router/SKILL.md)
-- **Session Monitoring**: [agent-session-monitor](../../agent-session-monitor/SKILL.md)
 - **Higress AI Gateway**: https://github.com/higress-group/higress-standalone
 
 ## Compatibility
 
 - **OpenClaw**: v2.0.0+
-- **Clawdbot**: v2.0.0+
 - **Higress AI Gateway**: All versions
 
 ## License

.claude/skills/higress-openclaw-integration/scripts/plugin/index.ts

@@ -2,32 +2,47 @@ import { emptyPluginConfigSchema } from "openclaw/plugin-sdk";
 
 const DEFAULT_GATEWAY_URL = "http://localhost:8080";
 const DEFAULT_CONSOLE_URL = "http://localhost:8001";
+
+// Model-specific context window and max tokens configurations
+const MODEL_CONFIG: Record<string, { contextWindow: number; maxTokens: number }> = {
+  "gpt-5.3-codex": { contextWindow: 400_000, maxTokens: 128_000 },
+  "gpt-5-mini": { contextWindow: 400_000, maxTokens: 128_000 },
+  "gpt-5-nano": { contextWindow: 400_000, maxTokens: 128_000 },
+  "claude-opus-4.6": { contextWindow: 1_000_000, maxTokens: 128_000 },
+  "claude-sonnet-4.5": { contextWindow: 1_000_000, maxTokens: 64_000 },
+  "claude-haiku-4.5": { contextWindow: 200_000, maxTokens: 64_000 },
+  "qwen3-coder-plus": { contextWindow: 1_000_000, maxTokens: 64_000 },
+  "deepseek-chat": { contextWindow: 256_000, maxTokens: 128_000 },
+  "deepseek-reasoner": { contextWindow: 256_000, maxTokens: 128_000 },
+  "kimi-k2.5": { contextWindow: 256_000, maxTokens: 128_000 },
+  "glm-5": { contextWindow: 200_000, maxTokens: 128_000 },
+  "MiniMax-M2.1": { contextWindow: 196_000, maxTokens: 196_000 },
+};
+
+// Default values for unknown models
 const DEFAULT_CONTEXT_WINDOW = 128_000;
-const DEFAULT_MAX_TOKENS = 8192;
+const DEFAULT_MAX_TOKENS = 8_192;
 
 // Common models that Higress AI Gateway typically supports
 const DEFAULT_MODEL_IDS = [
   // Auto-routing special model
   "higress/auto",
   // OpenAI models
-  "gpt-5.2",
+  "gpt-5.3-codex",
   "gpt-5-mini",
   "gpt-5-nano",
   // Anthropic models
-  "claude-opus-4.5",
+  "claude-opus-4.6",
   "claude-sonnet-4.5",
   "claude-haiku-4.5",
   // Qwen models
-  "qwen3-turbo",
+  "qwen3-coder-plus",
-  "qwen3-plus",
-  "qwen3-max",
-  "qwen3-coder-480b-a35b-instruct",
   // DeepSeek models
   "deepseek-chat",
   "deepseek-reasoner",
   // Other common models
   "kimi-k2.5",
-  "glm-4.7",
+  "glm-5",
   "MiniMax-M2.1",
 ] as const;
 
@@ -60,15 +75,17 @@ function parseModelIds(input: string): string[] {
 
 function buildModelDefinition(modelId: string) {
   const isAutoModel = modelId === "higress/auto";
+  const config = MODEL_CONFIG[modelId] || { contextWindow: DEFAULT_CONTEXT_WINDOW, maxTokens: DEFAULT_MAX_TOKENS };
+
   return {
     id: modelId,
     name: isAutoModel ? "Higress Auto Router" : modelId,
     api: "openai-completions",
-    reasoning: false,
+    reasoning: true,
     input: ["text", "image"],
     cost: { input: 0, output: 0, cacheRead: 0, cacheWrite: 0 },
-    contextWindow: DEFAULT_CONTEXT_WINDOW,
+    contextWindow: config.contextWindow,
-    maxTokens: DEFAULT_MAX_TOKENS,
+    maxTokens: config.maxTokens,
   };
 }
 
@@ -261,17 +278,12 @@ const higressPlugin = {
                 `Gateway endpoint: ${gatewayUrl}/v1/chat/completions`,
                 `Console: ${consoleUrl}`,
                 "",
-                "🎯 Recommended Skills (install via Clawdbot conversation):",
+                "🎯 Recommended Skills (install via OpenClaw conversation):",
                 "",
                 "1. Auto-Routing Skill:",
                 "   Configure automatic model routing based on message content",
                 "   https://github.com/alibaba/higress/tree/main/.claude/skills/higress-auto-router",
                 '   Say: "Install higress-auto-router skill"',
-                "",
-                "2. Agent Session Monitor Skill:",
-                "   Track token usage and monitor conversation history",
-                "   https://github.com/alibaba/higress/tree/main/.claude/skills/agent-session-monitor",
-                '   Say: "Install agent-session-monitor skill"',
               ],
             };
           },