Advance GitHub repository issues, PRs, and Security and quality asynchronously using gh. Filter repository-wide scope, delegate all individual-item analysis and handling to isolated subagents, and queue key decisions for maintainer approval. Use for project…
Turn phone photos of paper documents (worksheets, homework, test papers, notes, forms) into clean printable scans — correct perspective, normalize lighting, delete reverse-side show-through, erase handwriting and answer marks, de-warp curled pages, clear edge…
Disciplined, verification-driven engineering workflow for features, bug fixes, and safe refactors. Enforces Red → Green → Refactor for logic, before/after visual proof for UI, and rigorous validation before completion. Triggers: verified-dev, verified dev,…
Diagnose and optimize system prompts for LLM agents using a decision-chain method. Turns individual failure cases into reusable invariant fixes instead of case-by-case patches. Use when analyzing why a model misjudged or misrouted an input, when asked to fix…
Clip public or local source videos into precise MP4 excerpts and add styled burned-in subtitles. Use when the user asks to find a video source, cut a speech/talk/interview segment by phrase or timestamp, create an MP4 clip, add Chinese/English bilingual…
Translate English technical blog posts to Chinese. Triggers: 翻译, translate, 翻译一下, 翻一下, translate this. Use when the user wants to translate a technical article (EN → ZH) with a natural, developer-friendly voice.
撰写中文深度分析博客文章。Triggers: 写一篇文章, 写篇博客, write a blog post, write an article about, 帮我写一篇, 来一篇关于. 适用于用户想要创建一篇结构化、洞察驱动的技术博客文章时使用。