diff --git a/.claude/skills/higress-openclaw-integration/SKILL.md b/.claude/skills/higress-openclaw-integration/SKILL.md
index ddfcb7fc0..0dfabe576 100644
--- a/.claude/skills/higress-openclaw-integration/SKILL.md
+++ b/.claude/skills/higress-openclaw-integration/SKILL.md
@@ -106,6 +106,16 @@ The `openclaw models auth login` command will interactively prompt for:
 
 After configuration and restart, Higress models are available in OpenClaw with `higress/` prefix (e.g., `higress/glm-4`, `higress/auto`).
 
+**Future Configuration Updates (No Restart Needed)**
+
+After the initial setup, you can manage your configuration through conversation with OpenClaw:
+
+- **Add New Providers**: Add new LLM providers (e.g., DeepSeek, OpenAI, Claude) and their models dynamically.
+- **Update API Keys**: Update existing provider API keys without service restart.
+- **Configure Auto-routing**: If you've set up multiple models, ask OpenClaw to configure auto-routing rules. Requests will be intelligently routed based on your message content, using the most suitable model automatically.
+
+All configuration changes are hot-loaded through Higress — no `openclaw gateway restart` required. Iterate on your model provider setup dynamically without service interruption!
+
 ## Post-Deployment Management
 
 ### Add/Update API Keys (Hot-reload)
diff --git a/.claude/skills/higress-openclaw-integration/scripts/plugin/index.ts b/.claude/skills/higress-openclaw-integration/scripts/plugin/index.ts
index 11c323928..5c3b5b63f 100644
--- a/.claude/skills/higress-openclaw-integration/scripts/plugin/index.ts
+++ b/.claude/skills/higress-openclaw-integration/scripts/plugin/index.ts
@@ -282,6 +282,12 @@ const higressPlugin = {
                 `Gateway endpoint: ${gatewayUrl}/chat/completions`,
                 `Console: ${consoleUrl}`,
                 "",
+                "💡 Future Configuration Updates (No Restart Needed):",
+                "   • Add New Providers: Add LLM providers (DeepSeek, OpenAI, Claude, etc.) dynamically.",
+                "   • Update API Keys: Update existing provider keys without restart.",
+                "   • Configure Auto-Routing: Ask OpenClaw to set up intelligent routing rules.",
+                "   All changes hot-load via Higress — no gateway restart required!",
+                "",
                 "🎯 Recommended Skills (install via OpenClaw conversation):",
                 "",
                 "1. Auto-Routing Skill:",