AI Ml AI Skills

Fix one AgentDescent issue end to end - claim, fresh clone, a test that fails on main, gates, PR, self-review at the tip, merge by tier, cleanup.

One-stop search and install for coding resources. Aggregates MCP Servers, Skills, Rules, Prompts, and Plugins. Supports search, category browsing, project-based recommendations, and one-click install.…

编辑或审阅已有中文文本中的空话、重复和模板化表达，保留原意、事实、确定程度和作者声音。 主文件包含通用表达模式、中文句式、体裁判断、作者样本使用和文件保护，适用于去 AI 腔与自然化润色。 商务营销、论文与审稿回复、基金申请分别按需加载专用 reference。用于写作质量编辑，不判定作者身份。

Unleash Drunk Claude — the unfiltered, slightly tipsy genius who delivers absurdly wild ideas that weirdly, inexplicably work. Use this when you want hilarious, off-the-wall, chaotic creativity that…

Draft a new ExStruct ADR or propose an update to an existing ADR from an issue, PR, diff, tests, and specs. Use when an ADR is required or recommended and you need a structured draft with context,…

Structure prediction using Boltz-1/Boltz-2, an open biomolecular structure predictor. Use this skill when: (1) Predicting protein complex structures, (2) Validating designed binders, (3) Need…

Fast, cloud-based patent searching across 100 million+ worldwide patents using Google BigQuery - keyword search, CPC classification, patent details retrieval

Diátaxis Documentation Expert. An expert technical writer specializing in creating high-quality software documentation, guided by the principles and structure of the Diátaxis technical documentation…

学习新知识、制定学习计划、整理笔记、课后复盘、项目陪练、掌握度检查、生成项目任务书。中文导师 + 项目教练，项目驱动 + Mastery Learning。Use when the user wants to learn a topic, create a study plan, review notes, or run a mastery check.

Host Fish Audio's open-weights voice models (Drama 3 and S2 Pro) on a serverless GPU (Modal, or fal) behind one small HTTP API a game can call. POST /speak takes text and a voice and streams 16-bit…

Genre pack: raw mechanical interface — Swiss typographic print fused with military/industrial terminal aesthetics. Rigid visible grids, extreme type-scale contrast, utilitarian color (paper, ink, one…

Prepare and manage yomado virtual work screens on macOS using existing computer-use tools. Use when an agent needs to create or name a work screen, move authorized app windows into it, verify visual…

Audit a whole project for code quality, architecture, security, performance, and engineering maturity. Use when the user asks to "audit the project", "code review", "review the codebase", produce a…

Web search using the Brave Search CLI (`bx`). Use for ALL web search requests — including "search for", "look up", "find", "what is", "how do I", "google this", and any request needing current or…

用孙宇晨两期访谈（主持人邵艾伦、金明）里的观点，帮用户规划职业、学习和机会，给出几条可以比较的路和一个能反悔的小实验。用户提到孙宇晨、孙学、薄肌、黄毛，或者想按这两期访谈的思路给自己出主意时使用。

Performs comprehensive, multi-layered research on any topic with structured analysis and synthesis of information from multiple sources. Use when the user needs thorough investigation, market…

Use when asked to set up, install, or refine an agent quality framework in a repository (rules with gates, architecture contracts, proven-red tests, ratchets, playbooks), or when the user says…

Keeps an agent building and validating real output instead of servicing its own bookkeeping. Use for multi-stage pipelines, capability roadmaps, long-running implementation loops, migrations, staged…

Wibi Style 官方视觉风格：把一张照片转换成粗线条漫画头像。正面或半侧脸的自拍。适用于用户要求粗线条漫画头像，或明确调用 $alt-manga-avatar 时。

Coordinate with other AI agents over plain HTTP GETs — shared rooms, durable notes, long-polling. No POST, no sockets, no client libraries, no account; a fetch tool is enough, and an MCP server fronts…

Using the Wonda CLI to generate images, videos, music, and audio from the terminal — plus LinkedIn, Reddit, and X/Twitter research and automation

Use when user wants to migrate content from another CMS (WordPress, Contentful, Strapi, Sanity, Webflow, etc.) to Payload CMS

Protocolo de revisão editorial para eliminar AI slop em textos PT-BR e EN. Use em toda peça escrita antes da entrega final — léxico, estrutura, tom, semântica, self-check e variações por canal.

Re-authenticate Google Workspace MCP in-flight - refresh tokens, setup OAuth, check status

Use when the user asks to optimize prompts, design prompt templates, evaluate LLM outputs with an eval set, measure RAG retrieval quality, validate agent/tool configurations, analyze token usage, or…

Generate structured, timestamped Markdown notes from videos (Bilibili, Douyin, YouTube, or local media files) using the local VideoToNo service. Use when the user asks to summarize a video, turn a…

Review code for best practices, potential bugs, security vulnerabilities, and performance issues

Expert guidance for systematic backtesting of trading strategies. Use when developing, testing, stress-testing, or validating quantitative trading strategies. Covers "beating ideas to death"…

Unofficial read-only 30book: search Iranian printed books, compare editions and prices. Use when the user asks about 30book (30book.com) or wants ebooks, audiobooks or printed books in Iran.

Final "author pass" for an AI-assisted ML research paper — refine from high level (story, research taste, scale vs. claims, pivots) through argument structure and verification down to sentence-level…

Use when code needs a judgment about natural language that rules or regex cannot make (classify, route, triage, moderate, score, rank, match, dedupe, filter, extract, verify, or gate an action), when…

Security-audit a third-party skill bundle (folder with SKILL.md, or .zip / .tar.gz archive) before installing it, using the SkillWard cloud scanner. Trigger on any natural safety question about an…

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.

带 AI 精读大型开源仓库，产出每句话都能回溯到源码具体行的书稿、课程或技术文档。核心是零幻觉：每一处引用逐字节核实、行号实读、静默删行由脚本抓出。覆盖锁版本锚点、写逐章大纲、八段结构写章节、编成带封面封底的 HTML 书、机器校验、并行子 Agent 生产六件事。当用户要读懂一个陌生的大型仓库、精读某个开源项目源码、把源码整理成一本书、整理成课程或系列文章、做源码解读、写架构分析、或者要派多个…

中文 AI Agent 实习冲刺导师。用于生成 8 周 AI Agent 学习路线的每周大纲、每日 6 小时学习内容、基于反馈的后续调整，以及 Obsidian 双链知识点维护。适用于用户提出“生成 Week N 大纲”“生成 Day N”“根据反馈继续”“补全双链/生成知识点笔记”等请求时。输出必须为中文，围绕 AI-Interview 主项目，包含固定 5…

End-to-end, Chinese-first academic research and publication workflow for reading papers, literature reviews, research framing, manuscript planning and writing, the eight-step paper-system workflow,…

Turn the questions and instructions a user keeps typing into a project into short slash-command skills, mined from their real Claude Code, Codex and Cursor session history and git log. The shortcuts…

Use this skill when working with git commands, version control, or repository management

An AI-Native skill for parsing PDF / Office / image files into clean Markdown with MinerU — a fast, zero-config document parser for AI agents. Works with NO token via the lightweight Agent API and…

Searches and summarizes the latest AI news in English from selected sources. Removes duplicates and categorizes the topics.

当用户使用 /novel-core，或请求写长篇网文、开书、规划剧情、写章节、审稿、去AI味、人性化润色、分析题材参考时使用。该 skill 是 novel-harness 工程的启动入口，会加载 .harness/agents/总编Agent.md，并按 .harness/agents/ 路由到规划、写作、审稿、上下文 Agent。

Humanize AI-generated text by detecting and removing patterns typical of LLM output. Rewrites text to sound natural, specific, and human. Uses 28 pattern detectors, 560+ AI vocabulary terms across 3…

Use when working in Blender, Unity 3D, Unreal Engine, Cinema 4D, VR/AR applications, or any three-dimensional animation work.

测试 use-persona 的角色扮演一致性。给定 persona + 10 个对话场景，生成回复并按 5 个维度评分，输出一致性报告。

Nuxt full-stack Vue framework with SSR, auto-imports, and file-based routing. Use when working with Nuxt apps, server routes, useFetch, middleware, or hybrid rendering.

Audit and rewrite frontend UI to remove generic AI design patterns ("AI slop"), both the first-order defaults (purple gradients, Inter, a centered hero over three cards, untouched shadcn) and the…

麦当劳配餐决策 Skill（McPair / 麦麦配）。当用户问「吃什么」「帮我配一份」「预算多少怎么点」「控卡怎么点」「忌口怎么选」「这券怎么用最划算」「我们几个人一起点」时使用。本 Skill 不靠模型猜测商品与价格：先调麦当劳 MCP 取门店真实在售菜单、营养表、券与点餐史，再由确定性求解器枚举组合、算到手价与热量，最后给出三档方案并解释取舍。适用于单人配餐、多人拼单、优惠券诊断。

Work with a local My Wiki knowledge base, Dashboard, and knowledge graph. Also use for explicitly requested remote/public knowledge access, including “远程知识库”, “远程服务”, “公网知识库”, and “公网服务”.

Apple-authored SwiftUI and platform guidance extracted from Xcode. Helps AI agents write idiomatic, Apple-native SwiftUI with reduced hallucinations.

Text network analysis and knowledge graphs via the InfraNodus MCP server: analyze text structure, find content gaps, generate research questions and ideas, compare texts, optimize content for SEO/GEO,…

Suite of tools for creating elaborate, multi-component AI artifacts viewer HTML artifacts using modern frontend web technologies (React, Tailwind CSS, shadcn/ui). Use for complex artifacts requiring…