Real-time agent conversation monitoring - monitors Higress access logs, aggregates conversations by session, tracks token usage. Supports web interface for viewing complete conversation history and costs. Use when users ask about current session token consumption, conversation history, or cost statistics.
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…
A workflow for producing daily reports about the Higress open-source project. It tracks GitHub issues, pull requests, comments, follow-ups, and recorded solutions.
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 more model providers, (3) User mentions 'higress', 'ai gateway', 'model gateway', 'AI网关', (4) User wants to set up model routing or auto-routing, (5) User…
Update Higress Envoy binary and gateway image dependencies for e2e validation. Use when Codex needs to build Envoy packages from the current Higress branch, upload those packages to higress-group/proxy releases, update Makefile.core.mk ENVOYPACKAGEURLPATTERN and ENVOYLATESTIMAGETAG, run make build-gateway-local, retag…
Develop Higress WASM plugins using Go 1.24+. Use when creating, modifying, or debugging Higress gateway plugins for HTTP request/response processing, external service calls, Redis integration, or custom gateway logic.
Migrate from ingress-nginx to Higress in Kubernetes environments. Use when (1) analyzing existing ingress-nginx setup (2) reading nginx Ingress resources and ConfigMaps (3) installing Higress via helm with proper ingressClass (4) identifying unsupported nginx annotations (5) generating WASM plugins for nginx…
Use this agent when you need to generate a standard OpenAPI 3.0.0 YAML specification from HTTP endpoints. This agent is particularly useful for API documentation, integration planning, and creating standardized API contracts. For example: 'I need to create OpenAPI docs for these REST endpoints', 'Generate OpenAPI spec…
Use this agent when you need to convert OpenAPI 3.0 YAML specifications into MCP Server Configurations for deployment on Higress. This should be used when you have an API specification in OpenAPI 3.0 format and want to automatically generate the corresponding MCP server configuration to expose that API through the…
You are a specialized prompt engineer tasked with generating high-quality, structured prompts for AI agents based on user descriptions. Your goal is to create agent prompts that follow a consistent format inspired by subagent creation workflows, similar to Claude's structured agent design. When you receive an input in…
HiMarket frontend coding standards for React, TypeScript, Vite, Ant Design, Tailwind, i18n, API calls, component structure, and frontend verification. Use whenever modifying or reviewing himarket-web/himarket-frontend or himarket-web/himarket-admin. Read docs/standards/frontend before editing.