opencode-skills-backup

Use when drafting, restructuring, or polishing Chinese NSFC proposals (2026 template), especially when strict section-by-section gating, hypothesis-objective-content-problem consistency, literature verification via paper-search MCP, and anti-AI Chinese academic writing constraints are required. 触发词：国自然、国家自然科学基金、基金申请书、科研申请、NSFC、标书、本子、面上项目、青年基金。

Universal assistant for writing high-impact academic literature reviews (Nature/Cell/Lancet level). Supports real-time Zotero integration, outline persistence, and multi-mode reference management. Use when writing a comprehensive review article requiring systematic search, synthesis, and citation management. 触发词：写综述、文献综述、综述写作、literature review、review article、改综述、完善综述、继续写综述、improve review。

用于从零撰写或润色符合Nature/Science/Cell标准的SCI研究论文（Article类型），适用于多学科。触发词：写论文、SCI论文、学术写作、科研写作、论文润色、研究论文、学术投稿、投稿、润色论文、polish paper、write SCI paper、academic writing、draft paper、manuscript writing。路由说明：退稿/返修改主稿→用revise-sci；只写审稿意见回复→用reviewer-response-sci；独立成稿的纯语言润色（拿到别人写好的整稿只改语言、不进本管道）→用polish-sci，本技能的润色仅指管道内 Phase 10 对自写稿的润色；综述/文献综述→用review-writing。本技能侧重写新稿与自写稿润色，Phase 13B含内部初步退稿自查但不出回复包也不出修订稿docx。

用于SCI审稿意见逐条回复的全流程技能，适用于期刊大修/小修阶段，只出回复包（HTML），不改主稿。触发词：审稿意见回复、回复审稿人、回复reviewer、response letter、回复信、rebuttal、逐条回复、Response to Reviewer、revise and resubmit、R&R、reviewer comments。路由说明：与revise-sci区分，本技能只出回复包不改主稿，需同时改主稿并出修订稿docx请用revise-sci；与reviewer-simulator区分，本技能针对已收到的意见写回复，后者是模拟生成审稿意见。

退稿/返修全管道，同时出逐条回复信+修改后正文docx+Patch修订。触发词：改稿、修改稿子、修订正文、退稿改进、返修、revise manuscript、major revision、minor revision、revise and resubmit、point-by-point response、revised manuscript。路由说明：与reviewer-response-sci区分，本技能同时改主稿+出回复包，后者只出回复不改稿；与gsw区分，gsw写新稿，本技能专处理已有稿子的审稿意见驱动修改。

用于将SCI论文材料转化为中文博士或硕士学位论文草稿，执行严格的章节结构、原子化Markdown工作流、门禁检查和版本回滚。当用户提到博士论文、硕士论文、学位论文、毕业论文、SCI转论文、doctoral thesis、master thesis、dissertation 时优先调用。

用于模拟高标准学术同行评审，对医学、生物、药学等领域稿件进行法医式检查、目标期刊契合度评估和证据锚定批评，输出结构化中文审稿报告。当用户提到模拟审稿、帮我审稿、预审、审稿报告、做reviewer、审一下这篇文章、投稿前自查、审稿人会怎么挑刺、这篇能不能中、peer review、simulate reviewer、review manuscript 时优先调用。注意与 reviewer-response-sci（用于回复审稿意见）区分：本技能是模拟审稿人写审稿意见，后者是针对已收到的审稿意见撰写回复。

Guide for creating high-quality MCP (Model Context Protocol) servers that enable LLMs to interact with external services through well-designed tools. Use when building MCP servers to integrate external APIs or services, whether in Python (FastMCP) or Node/TypeScript (MCP SDK).

Darwin Skill 2.0 (达尔文.skill 2.0): autonomous skill optimizer, v2.0 integrates Microsoft Research SkillLens (arXiv 2605.23899) 9-dim rubric + SkillOpt (arXiv 2605.23904) validation-gated design + human-in-the-loop checkpoints. Evaluates SKILL.md files using a 9-dimension rubric (structure + effectiveness + meta-skill blacklists), runs hill-climbing with git version control, spawns independent judge agents for blind evaluation, validates improvements through test prompts with auto-break on diminishing returns, and generates visual result cards. Use when user mentions "优化skill", "skill评分", "自动优化", "auto optimize", "skill质量检查", "达尔文", "darwin", "帮我改改skill", "skill怎么样", "提升skill质量", "skill review", "skill打分".

当用户在聊天里要求发图、发照片时使用。适用于自拍、同框、指定场景、NSFW、生图续发和“再来一张/还想再看”这类续图说法；不适用于讨论按钮、规则、接口或触发词本身。

Captures learnings, errors, and corrections to enable continuous improvement. Use when: (1) A command or operation fails unexpectedly, (2) User corrects Claude ('No, that's wrong...', 'Actually...'), (3) User requests a capability that doesn't exist, (4) An external API or tool fails, (5) Claude realizes its knowledge is outdated or incorrect, (6) A better approach is discovered for a recurring task. Also review learnings before major tasks.

教师智能出题技能 - 覆盖小学一年级到高三全科目（语文、英语、政治/道德与法治、历史、地理、数学、物理、化学、生物），全题型，按用户提供的材料/真题样卷/题型分值分布参数化出卷；结合本地资料（Word/PDF/PPT/Excel/MD/TXT/图片）与在线真实素材（新闻/科普/公版古籍/英语分级读物等）生成学生试卷，产出可直接打印的 Word 试卷 + Word 参考答案及解析。默认九年级语文·长沙中考。理科含图题须用户提供图片，本技能不自动配图。触发时机：用户要求出题、组卷、制作试卷、生成练习题、制作考试卷，或提到'出题''组卷''试卷''考试卷''练习题'等关键词。

纯论文润色全管道。输入一份已写完的稿子(无审稿意见),逐段提升语言表达,绝不改内容/数据/结论。触发词：润色、polish、语言润色、润色论文、polish paper、language polish、proofread manuscript、母语化、润色稿子。路由说明：与revise-sci区分,revise-sci由审稿意见驱动、只改被点名片段;polish-sci无意见、全文逐段润色覆盖每一段。与general-sci-writing区分,gsw从零写新稿,polish-sci只润色现成稿。

全流程开发工作流：立项→方案→测试设计→开发→验收→发布→收尾。只要用户提到开发、写代码、做项目、建工具、写脚本、做网页、做App、开发skill、加功能、改需求、修bug、重构、发布、部署、上线、建GitHub仓库等软件开发任务，必须触发本技能，不要漏触发——哪怕用户只说"帮我做个XX工具/网站/脚本"也要触发。触发后先做任务分级：微任务（单文件小改、解释代码报错）直接做不入流程，小任务走轻量档，标准任务走完整七阶段。

idea-bomb 帮任何领域的研究者想课题、设计实验。你扔任何东西进来：一篇文献、一个念头、一个现象、一组数据，或只是一个方向，它帮你找又新又能落地的方向。想课题用三类手法：从别的学科搬成熟机制、把现有要素重新组合、换个角度找创新点，AI 看文献和问题的性质自己挑用哪种，或几种混着用（你的领域和研究体系写在 profile 里）。选中某个想法后，还能接着帮你把它做成一份最小实验方案。每个想法都放在创新性和可行性两轴上给证据，最终判断权留给你，用过的思路和你的取舍都写进一张越用越厚的迁移地图。触发词：idea-bomb、帮我想课题、给我个课题方向、研究新方向、帮我想创新点、组合思路、跨界迁移、跨界灵感、这篇能结合什么、读这篇给我方向、帮我想实验设计、我没方向了给点灵感、帮我看看XX方向能做啥、迁移地图。和 scientific-brainstorming 的区别：那个是通用自由脑暴，不落地也不沉淀；这个专门帮你在自己的领域里想课题、设计实验，每次都过两轴、写回迁移地图。

分享社交/视频平台链接(小红书、B站、知乎、微博、豆瓣、抖音、YouTube、Twitter 等)、粘贴短链(xhslink.com、b23.tv 等),或要求"搜/找某主题的内容或评论"时,**优先用本技能**——不要用通用的 read / fetch-everything / autocli(它们只取单页正文,会漏图、漏视频、漏评论)。 本技能做完整社交剪藏:主动检索、逐张下载图片识图、音视频转文字、抓评论,整理后按需存入 Obsidian。 支持小红书(原生检索+评论最全)、B站、知乎、微博、豆瓣、抖音、YouTube、Twitter、Reddit(评论满血)、微信公众号(仅正文)、网易云音乐(搜歌/歌词/乐评,不能下音频)等。 触发后按归档意图分档:明示"存/记/收藏/整理到笔记"才全量提取并存档;只想知道讲了啥则先轻量给结论再问是否存;说"看看就好"则仅速览。 核心承诺(全量档):不跳过任何图片、不压缩转写、每个要点/例子/数据/高赞评论都完整保留。

Download videos/audio from YouTube, Bilibili, and 1000+ sites using yt-dlp. Always ask preferences before downloading.

Creative research ideation and exploration. Use for open-ended brainstorming sessions, exploring interdisciplinary connections, challenging assumptions, or identifying research gaps. Best for early-stage research planning when you do not have specific observations yet. For formulating testable hypotheses from data use hypothesis-generation.

尽可能快速、准确、完整地获取网页内容，并默认输出 Markdown。只要用户提到抓取网页、提取文章正文、读取文档页面、处理微信公众号链接、转换网页为 Markdown、获取在线内容、提取页面关键信息，或遇到反爬/动态页面需要多种回退方案时，都应使用此技能。优先按站点类型智能分流：在线转换服务、直接抓取、Scrapling、本地浏览器自动化依次协作。

去除文本中的 AI 生成痕迹。适用于编辑或审阅文本，使其听起来更自然、更像人类书写。 基于维基百科的"AI 写作特征"综合指南。检测并修复以下模式：夸大的象征意义、 宣传性语言、以 -ing 结尾的肤浅分析、模糊的归因、破折号过度使用、三段式法则、 AI 词汇、否定式排比、过多的连接性短语。

Debug LangChain and LangGraph agents by fetching execution traces from LangSmith Studio. Use when debugging agent behavior, investigating errors, analyzing tool calls, checking memory operations, or examining agent performance. Automatically fetches recent traces and analyzes execution patterns. Requires langsmith-fetch CLI installed.

Browser automation CLI for AI agents. Use when the user needs to interact with websites, including navigating pages, filling forms, clicking buttons, taking screenshots, extracting data, testing web apps, or automating any browser task. Triggers include requests to "open a website", "fill out a form", "click a button", "take a screenshot", "scrape data from a page", "test this web app", "login to a site", "automate browser actions", or any task requiring programmatic web interaction.

运行 BettaFish 舆情分析系统（源码初始化、依赖安装、Web 启动、命令行报告与 MindSpider 爬虫）。当用户提到 BettaFish、舆情分析系统部署、报告重生成时使用。

Automated factory for converting GitHub repositories into specialized AI skills. Use this skill when the user provides a GitHub URL and wants to "package", "wrap", or "create a skill" from it. It automatically fetches repository details, latest commit hashes, and generates a standardized skill structure with enhanced metadata suitable for lifecycle management.

专门用于在对话结束时，根据用户反馈和对话内容总结优化并迭代现有 Skills 的核心工具。它通过吸取对话中的“精华”（如成功的解决方案、失败的教训、特定的代码规范）来持续演进 Skills 库。

Lifecycle manager for GitHub-based skills. Use this to batch scan your skills directory, check for updates on GitHub, and perform guided upgrades of your skill wrappers.

AI HOT (aihot.virxact.com) 中文 AI 资讯查询 Skill。当用户想知道"今天 AI 圈有什么"、"AI 日报"、"AI HOT"、"AI 资讯"、"AI 热点"、"最近 AI"、"OpenAI/Anthropic/Google 最近发布了什么"、"AI hot today"、"AI news today"、"看一下 AI 行业动态"、"今天有什么大模型发布"、"昨天 AI 圈"、"看下精选条目"、"AI HOT 精选"、"最近一周的 AI 论文"、"AI 模型发布"、"AI 产品发布"、"AI 行业动态"、"AI 技巧与观点" 等任何中文 AI 资讯查询时使用。即使用户只说"AI 圈"、"AI 新闻"、"AI 日报"，或者只是问"今天发生了什么"且上下文是 AI / 大模型 / LLM / 创业领域，也应该触发本 Skill。Skill 会直接 curl 公开 REST API 拉数据并整理成中文 markdown 简报，不需要用户配置任何 API Key 或 MCP server。**不要 undertrigger**——用户问 AI 资讯而你不调本 Skill 就是把过时的训练数据当作今日新闻，对用户有害。

Creating algorithmic art using p5.js with seeded randomness and interactive parameter exploration. Use this when users request creating art using code, generative art, algorithmic art, flow fields, or particle systems. Create original algorithmic art rather than copying existing artists' work to avoid copyright violations.

Suite of tools for creating elaborate, multi-component claude.ai HTML artifacts using modern frontend web technologies (React, Tailwind CSS, shadcn/ui). Use for complex artifacts requiring state management, routing, or shadcn/ui components - not for simple single-file HTML/JSX artifacts.

Use autocli CLI to interact with 55+ social/content websites (HackerNews, Reddit, Twitter/X, Bilibili, Zhihu, Weibo, Xiaohongshu, YouTube, Medium, Substack, Douban, WeRead, Linux-do, V2EX, Bloomberg, Google, Arxiv, Wikipedia, StackOverflow, Steam, Hugging Face, Apple Podcasts, Xiaoyuzhou, BBC, SinaFinance, DevTo, Lobsters, Xueqiu, BOSS直聘, Jike, Facebook, Instagram, TikTok, LinkedIn, Reuters, SMZDM, Ctrip, Coupang, Yahoo Finance, Barchart, Grok, Jimeng, Yollomi, Chaoxing, Weixin, Doubao, Cursor, Codex, ChatWise, ChatGPT, Notion, Discord, Antigravity etc.) via the user's Chrome login session. ALWAYS prefer autocli over playwright/browser automation for supported sites. Triggers when user asks to browse, search, fetch hot/trending content, post, or read messages on any website; also use 'autocli read URL' to extract main article content as Markdown (prefer over WebFetch for JS-rendered or login-gated pages).

You MUST use this before any creative work - creating features, building components, adding functionality, or modifying behavior. Explores user intent, requirements and design before implementation.

Applies Anthropic's official brand colors and typography to any sort of artifact that may benefit from having Anthropic's look-and-feel. Use it when brand colors or style guidelines, visual formatting, or company design standards apply.

Create beautiful visual art in .png and .pdf documents using design philosophy. You should use this skill when the user asks to create a poster, piece of art, design, or other static piece. Create original visual designs, never copying existing artists' work to avoid copyright violations.

Automatically creates user-facing changelogs from git commits by analyzing commit history, categorizing changes, and transforming technical commits into clear, customer-friendly release notes. Turns hours of manual changelog writing into minutes of automated generation.

Invoke after any implementation task completes or before merging. Reviews the diff, auto-fixes safe issues, runs specialist security and architecture reviewers on large diffs. Also handles issue/PR triage when the user mentions issues, PRs, or batch review. Not for exploring ideas or debugging.

把"中文场景描述"转成本地 ComfyUI 可吃的英文 prompt（z-image-turbo / SD 系），调用本地 ComfyUI HTTP API（127.0.0.1:8188）出图。规则参考 novelai-skill，但权重语法用 SD 标准 `(xxx:1.5)` 而非 NovelAI 的 `1.5::xxx::`。

Extracts and analyzes competitors' ads from ad libraries (Facebook, LinkedIn, etc.) to understand what messaging, problems, and creative approaches are working. Helps inspire and improve your own ad campaigns.

Connect Claude to external apps like Gmail, Slack, GitHub. Use this skill when the user wants to send emails, create issues, post messages, or take actions in external services.

Connect Claude to any app. Send emails, create issues, post messages, update databases - take real actions across Gmail, Slack, GitHub, Notion, and 1000+ services.

Assists in writing high-quality content by conducting research, adding citations, improving hooks, iterating on outlines, and providing real-time feedback on each section. Transforms your writing process from solo effort to collaborative partnership.