tzwkb

Use when 处理企业微信/企微/wecom 任务，包括本地聊天记录解密读取、离线搜索导出、媒体/文档定位，以及通过 WecomTeam 官方 CLI/Bot 能力发消息、查通讯录、读写文档、表格、日程、会议、待办。

Windows 磁盘空间分析与清理专家。当用户遇到 C 盘满了、磁盘空间不足、需要清理硬盘、分析大文件、整理系统垃圾、迁移用户目录（Documents/Desktop/Downloads）、清理微信/QQ/网易云/WPS 等国产软件缓存、整理 Python 全局 pip 环境、分析 Steam/WeGame 游戏库空间时触发。覆盖 Windows 10/11 系统。核心原则：扫描激进，删除保守，所有删除操作必须经用户确认。

LQE scoring + self-iteration agent for AI/human game-localization translations — language-pair project tracks with required source_lang/target_lang (EN/TH/ZH language layers; project profiles nrc/wwm). Deterministic pre-check (23 builtin rules + project custom) finds mechanical errors; Claude judges semantic errors AND provides corrected translations in one pass; Python calculates score. /loop drives iteration until score ≥ 98. Triggers: LQE/LQA, 译文质检/评估/打分, translation QA.

Game localization AI agent. Orchestrates source→target translation (Mode A) and MTPE optimization (Mode B) via 3 sub-agents. Manages terminology, style anchors, RAG corpus, and post-editing workflows.

WeChat 4.x chat decrypt & query (macOS + Windows, both verified). Use when user asks about their WeChat messages, chats, contacts, or needs to re-extract the encryption key after WeChat update.

Organize, consolidate, and professionalize GitHub repositories and local codebases. Use when the user asks to clean up GitHub repos, organize repositories, merge related repos, archive outdated projects, standardize README/LICENSE/.gitignore across repos, rename repositories, restructure code, or improve repo professionalism. Covers remote GitHub operations via API and local code refactoring. Triggers on phrases like "整理github仓库", "整理代码", "合并仓库", "归档项目", "统一README", "仓库重命名", "repo cleanup".

Windows 内存清理大师。当用户遇到开机内存占用高、非分页池泄漏、无用后台进程/服务/计划任务占内存时触发。扫描并禁用已知 bloatware（华硕/QQ/WPS/NVIDIA/罗技等），修复驱动内存泄漏。核心原则：扫描激进，禁用保守，每次生成还原脚本。触发词：内存占用高、开机内存、清理内存、内存优化、禁用无用服务、non-paged pool。

译员管理系统的自动化 agent——从微信/企业微信抓取译员动态，抽取后写进系统。档期等低风险直接更新；费率/PO 等钱相关只提建议，进待审队列由人批准。触发词：译员系统自动同步 / 从微信更新译员 / 定时抓译员动态 / translator agent。