Find the perfect capability for your agent.
Fix or rename files, write a Chinese changelog MD, commit in English, and optionally push. Use when fixing garbled filenames, documenting changes in Chinese, committing with English messages, or when the user asks for the project's commit flow or to "写 skill 提交流程".
将 MD 文档文末的「延伸与参考」等链接块按主题分散到正文相关小节末尾，文末不再保留独立块。适用于 docs 及项目中任意 Markdown 文件。当用户希望把延伸链接放入正文、或对某篇文档做「延伸与参考并入正文」时使用。
从 news/source-from-doc.md 和 news/source-daily.md 中识别论文与综述标题，在线搜索 arXiv、期刊或实验室页面等原文来源，使用 WebSearch/WebFetch 抓取可公开的摘要或介绍内容，结合本仓库已有整理生成结构化中文摘要 Markdown 文件到 news/papers/ 下，并可选在 news/source-daily.md 中追加「延伸阅读」链接。当用户在 Word/每日汇总里提到具体论文或综述，希望进一步追踪原文或为其建立笔记时使用。
优先从 news/source-daily.md（若存在）或 news/source.md 读取多篇文章，逐篇原创整理为 MD 输出到 files/source/，保留核心内容、规避侵权。当用户更新 source-daily.md/source.md、需要批量处理多篇来源文章、或将外部文章整理进项目时使用。
一键执行「新闻源整理 → 延伸并入正文 → 改动说明与提交」全流程。依次执行 news/source.md 多篇整理到 files/source/、docs 内延伸与参考并入正文、根目录中文改动说明 MD、英文 commit，可选 push。当用户说「一键执行」「三个 skill 一起跑」「全流程」时使用。
Guide for implementing Backend.AI repository patterns (create, get, search, update, delete, purge, batch operations, Querier, BatchQuerier, Creator, Updater, Purger, SearchScope, with_tables)
Apply database schema migrations (alembic upgrade head, alembic downgrade, resolve diverged heads) for Backend.AI components (manager, accountmgr, appproxy)
Automates release preparation for throttled-py. Triggers when user message contains: - "release vX.Y.Z" with a GitHub release draft URL - "release vX.Y.Z" followed by changelog content Tasks: update version numbers, sync CHANGELOG_EN.rst and CHANGELOG.rst, run dependency sync.
Use when creating or updating Reaparr backend FastEndpoints command/handler pairs (`ICommand` + `ICommandHandler`), especially when adding validators, Result-based responses, and command dispatch via `ICommandExecutor`.
Full release of Strix -- merge develop to main, tag, build multiarch Docker image, build static binaries, push to Docker Hub, update hassio-strix, create GitHub Release with binaries attached.
Use when creating, updating, debugging, or stabilizing Reaparr backend integration tests under tests/IntegrationTests, especially when failures involve async jobs, seeded data, fake Plex responses, filesystem behavior, or end-to-end API and database state validation.
