higress/.claude/skills/higress-auto-router/SKILL.md

name, description

name	description
higress-auto-router	Configure automatic model routing using the get-ai-gateway.sh CLI tool for Higress AI Gateway. Use when: (1) User wants to configure automatic model routing, (2) User mentions 'route to', 'switch model', 'use model when', 'auto routing', (3) User describes scenarios that should trigger specific models, (4) User wants to add, list, or remove routing rules.

Higress Auto Router

Configure automatic model routing using the get-ai-gateway.sh CLI tool for intelligent model selection based on message content triggers.

Prerequisites

• Higress AI Gateway running (container name: higress-ai-gateway)
• get-ai-gateway.sh script downloaded

CLI Commands

Add a Routing Rule

./get-ai-gateway.sh route add --model <model-name> --trigger "<trigger-phrases>"

Options:

• --model MODEL (required): Target model to route to
• --trigger PHRASE: Trigger phrase(s), separated by | (e.g., "深入思考|deep thinking")
• --pattern REGEX: Custom regex pattern (alternative to --trigger)

Examples:

# Route complex reasoning to Claude
./get-ai-gateway.sh route add \
  --model claude-opus-4.5 \
  --trigger "深入思考|deep thinking"

# Route coding tasks to Qwen Coder
./get-ai-gateway.sh route add \
  --model qwen-coder \
  --trigger "写代码|code:|coding:"

# Route creative writing
./get-ai-gateway.sh route add \
  --model gpt-4o \
  --trigger "创意写作|creative:"

# Use custom regex pattern
./get-ai-gateway.sh route add \
  --model deepseek-chat \
  --pattern "(?i)^(数学题|math:)"

List Routing Rules

./get-ai-gateway.sh route list

Output:

Default model: qwen-turbo

ID   Pattern                                  Model               
----------------------------------------------------------------------
0    (?i)^(深入思考|deep thinking)             claude-opus-4.5     
1    (?i)^(写代码|code:|coding:)               qwen-coder          

Remove a Routing Rule

./get-ai-gateway.sh route remove --rule-id <id>

Example:

# Remove rule with ID 0
./get-ai-gateway.sh route remove --rule-id 0

Common Trigger Mappings

Scenario	Suggested Triggers	Recommended Model
Complex reasoning	深入思考|deep thinking	claude-opus-4.5, o1
Coding tasks	写代码|code:|coding:	qwen-coder, deepseek-coder
Creative writing	创意写作|creative:	gpt-4o, claude-sonnet
Translation	翻译:|translate:	gpt-4o, qwen-max
Math problems	数学题|math:	deepseek-r1, o1-mini
Quick answers	快速回答|quick:	qwen-turbo, gpt-4o-mini

Usage Flow

1. User Request: "我希望在解决困难问题时路由到claude-opus-4.5"

2. Execute CLI:

   ./get-ai-gateway.sh route add \
     --model claude-opus-4.5 \
     --trigger "深入思考|deep thinking"
   

3. Response to User:

   ✅ 自动路由配置完成！
   
   触发方式：以 "深入思考" 或 "deep thinking" 开头
   目标模型：claude-opus-4.5
   
   使用示例：
   - 深入思考 这道算法题应该怎么解？
   - deep thinking What's the best architecture?
   
   提示：确保请求中 model 参数为 'higress/auto'
   

How Auto-Routing Works

1. User sends request with model: "higress/auto"
2. Higress checks message content against routing rules
3. If a trigger pattern matches, routes to the specified model
4. If no match, uses the default model (e.g., qwen-turbo)

Configuration File

Rules are stored in the container at:

/data/wasmplugins/model-router.internal.yaml

The CLI tool automatically:

• Edits the configuration file
• Triggers hot-reload (no container restart needed)
• Validates YAML syntax

Error Handling

• Container not running: Start with ./get-ai-gateway.sh start
• Rule ID not found: Use route list to see valid IDs
• Invalid model: Check configured providers in Higress Console