agent-loadout

Use ACE (mcp__ace-tool__search_context + enhance_prompt) as the primary code search and prompt enhancement tool. For exploring unfamiliar codebases, finding implementations by behavior, understanding architecture, or before editing code. Prefer over Grep/Glob for semantic and structural queries. Chinese triggers: 代码搜索, 找实现, 找代码, 搜代码, 哪里实现的, 怎么实现的, 代码在哪, 架构, 调用链, 入口在哪, ace搜索.

Lightweight literature review: search arXiv/Semantic Scholar/OpenAlex/PubMed, screen abstracts, read key papers, and produce a structured Markdown report. Use for quick topic surveys, related work exploration, or catching up on a research area. Chinese triggers: 查论文, 找论文, 论文搜索, 看看有什么论文, 调研一下, related work, 最新进展, 领域综述, 快速调研.

Write README files that serve both humans and AI agents. Uses the 'Skip Reading This' pattern: a raw URL block for agents to self-onboard, plus a hidden agent-facing section with setup commands and value proposition. Chinese triggers: 写readme, README, 文档, 项目介绍, 开源文档.

Verify BibTeX entries against CrossRef API. Checks DOIs, titles, authors, journals, years for accuracy. Detects fabricated or incorrect entries. Use when auditing .bib files for a thesis or paper. Chinese triggers: 参考文献, bib, 引用检查, DOI, 论文引用, 文献校验.

Diagnose and fix ClashVerge Rev routing problems on macOS, especially TUN/fake-ip issues that break SSH, cloudflared, WebSocket, or domain-specific direct routing. Use when traffic is being hijacked by ClashVerge, domains resolve to 198.18.x.x, or specific processes/domains need DIRECT bypass. Chinese triggers: clash, 代理, 分流, 直连, 网络不通, 198.18, 翻墙规则, VPN规则.

Generate or edit images using a Grok-compatible image API. Use when the user asks to create, draw, edit, or design images, illustrations, logos, or visual content. Chinese triggers: 画, 生成图片, 做图, 画一个, 设计, 图片, 插图, 配图, 头像, logo.

Search the web for real-time information using dual engines: Grok AI (deep analysis + live web) and Tavily (structured results + web scraping). Use when needing current news, prices, latest releases, or any info beyond training data cutoff. Chinese triggers: 搜索, 搜一下, 查一下, 查查, 看看有没有, 最新, 新闻, grok搜索, 网上搜, 帮我查, 了解一下, 什么价格, 上线了吗, 发布了吗.

Delegate coding tasks to Codex/Gemini/Claude agents via Hydra — multi-agent git worktree manager with tmux. Use when dispatching coding tasks that need a dedicated agent with isolated workspace. Chinese triggers: 派发任务, 多agent, 并行开发, hydra, 分派, 让codex做, 让gemini做.

Manage durable cross-session memory via Memory Palace MCP server. Supports semantic search, write guards, and hierarchical memory organization. Use for saving facts, recalling context, and managing long-term knowledge. Chinese triggers: 记忆, 长期记忆, 记住, 回忆, 召回, 压缩上下文, 重建索引.