Implement directly or use an optional PROCESS when managed coordination is required.
Use GitHub CLI for GitHub issues, pull requests, CI runs, and API queries that issue-spec does not wrap.
Create or continue proposal, SPEC, QUESTION, design, and TASK artifacts for an issue-spec change.
Use issue-spec to plan and implement a change through exact-head human review handoff.
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…
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…
生成 Higress 项目每日报告,追踪 issue/PR 动态,沉淀问题处理经验,驱动社区问题闭环。用于生成日报、跟进 issue、记录解决方案。
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)…