Chrome Web Store Submission
Use when the user needs Chrome Web Store submission copy for a browser extension, such as 单一用途说明、权限理由、远程代码回答、数据使用/隐私披露、Reviewer Note、短描述或详细介绍. Trigger on Chrome 发布、Chrome 商店、上架文案、审核表单、单一用途、权限理由、远程代码、数据使用、隐私披露, or store listing requests.
Shell Expert
Write, review, port, and debug shell commands or shell scripts with the right portability level across POSIX sh, Bash, and Zsh. Use when the user asks for shell one-liners, `.sh` scripts, `.bashrc` or `.zshrc` edits, Dockerfile `RUN` snippets, Makefile recipes, GitHub Actions `run:` blocks, command pipelines, quoting fixes, shell portability, shell debugging, or safer replacements for brittle fin…
Github Fetch Release Notes
Use when the user asks for GitHub 仓库更新、Release Notes、CHANGELOG 摘要、版本对比、更新日报、更新周报、更新订阅，或要把 GitHub 更新接进脚本、自动化、定时任务，并希望拿到稳定结构化 JSON. Do not use for general repository reading, code review, issue triage, or architecture analysis just because a GitHub URL is present.
Py Image Compress Mcp
High-performance MCP image compression service for AI assistants with intelligent optimization and batch processing capabilities
Review State Architecture
Use when reviewing a codebase's application-state ownership, source-of-truth boundaries, read/write paths, or store/context/hook/reducer/machine responsibilities, especially when state feels unclear, duplicated, or cyclic and the user wants evidence-backed refactoring guidance with Mermaid diagrams. Do not use for generic code review, backend-only architecture review, design critique, or performa…
Simplify Code
Simplify recently changed code while preserving behavior, public contracts, side effects, data shape, and project conventions. Use when the user asks to simplify code, clean up a patch, reduce duplication or nesting, improve naming or readability, remove dead code, tighten a small abstraction, or run a post-implementation cleanup and light hardening pass on touched files. Default to a strict auto…