研究与知识
研究、检索、摘要和知识工作
Skills 列表
seo-competitor-pages
生成针对 SEO 优化的竞品对比与替代方案页面。涵盖“X vs Y”对比布局、“X 的替代方案”页面、功能对比矩阵、Schema 结构化数据标记以及转化率优化（CRO）。当用户提到“对比页”、“竞品对比”、“对标页面”、“替代方案”、“X vs Y”、“versus”、“竞品分析”或“...的替代品”时使用。
agricidaniel
react-expert
Use when researching React APIs or concepts for documentation. Use when you need authoritative usage examples, caveats, warnings, or errors for a React feature.
reactjs
ml-paper-writing
Write publication-ready ML/AI papers for NeurIPS, ICML, ICLR, ACL, AAAI, COLM. Use when drafting papers from research repos, structuring arguments, verifying citations, or preparing camera-ready submissions. For systems venues (OSDI, NSDI, ASPLOS, SOSP), use systems-paper-writing instead.
orchestra-research
seo-coach
Enter a friendly OpenSEO coach mode that explains workflows, recommends next steps, and helps users use agents, web search, scraping, and MCP data effectively.
every-appkeyword-clustering
Cluster keywords by intent and map them to existing or proposed pages.
every-appseo-project-setup
Set up a durable local SEO workspace with project context, notes, goals, positioning, preferences, MCP checks, and Search Console data intake.
every-app
huggingface-paper-publisher
在 Hugging Face Hub 上发布和管理研究论文。支持创建论文页面、将论文链接到模型/数据集、声明作者身份，以及生成专业的基于 Markdown 的研究文章。
huggingfacetransformers-js
Use Transformers.js to run state-of-the-art machine learning models directly in JavaScript/TypeScript. Supports NLP (text classification, translation, summarization), computer vision (image classification, object detection), audio (speech recognition, audio classification), and multimodal tasks. Works in browsers and server-side runtimes (Node.js, Bun, Deno) with WebGPU/WASM using pre-trained models from Hugging Face Hub.
huggingfacehuggingface-papers
Look up and read Hugging Face paper pages in markdown, and use the papers API for structured metadata such as authors, linked models/datasets/spaces, Github repo and project page. Use when the user shares a Hugging Face paper page URL, an arXiv URL or ID, or asks to summarize, explain, or analyze an AI research paper.
huggingface
geo-llmstxt
Analyzes and generates llms.txt files -- the emerging standard for helping AI systems understand website structure and content. Can validate existing llms.txt files or generate new ones from scratch by crawling the site.
zubair-trabzada
rag-architect
设计并实现生产级RAG系统，包括文档分块、生成嵌入向量、配置向量存储、构建混合搜索管道、应用重排序以及评估检索质量。在构建RAG系统、向量数据库或需要语义搜索、文档检索、上下文增强、相似性搜索或基于嵌入索引的知识驱动AI应用时使用。
jeffallancode-documenter
生成、格式化和验证技术文档——包括文档字符串、OpenAPI/Swagger 规范、JSDoc 注释、文档门户和用户指南。在需要为函数或类添加文档字符串、创建 API 文档、构建文档站点或编写教程和用户指南时使用。适用于 OpenAPI/Swagger 规范、JSDoc、文档门户、入门指南。
jeffallankotlin-specialist
提供惯用的 Kotlin 实现模式，包括协程并发、Flow 流处理、多平台架构、Compose UI 构建、Ktor 服务器设置和类型安全的 DSL 设计。在构建需要协程、多平台开发或 Android 与 Compose 的 Kotlin 应用程序时使用。适用于 Flow API、KMP 项目、Ktor 服务器、DSL 设计、密封类、挂起函数、Android Kotlin、Kotlin 多平台。
jeffallancode-reviewer
分析代码差异和文件，识别错误、安全漏洞（SQL注入、XSS、不安全的反序列化）、代码坏味、N+1查询、命名问题和架构问题，然后生成结构化的审查报告，提供按优先级排序的可操作反馈。适用于审查拉取请求、进行代码质量审计、识别重构机会或检查安全问题。调用场景包括PR审查、代码质量检查、重构建议、审查代码、代码质量。通过一次遍历提供涵盖正确性、性能、可维护性和测试覆盖率的广泛审查，补充专业技能（如安全审查员、测试大师）。
jeffallanembedded-systems
在开发微控制器固件、实现RTOS应用或优化功耗时使用。适用于STM32、ESP32、FreeRTOS、裸机、功耗优化、实时系统、配置外设、编写中断处理程序、实现DMA传输、调试时序问题。
jeffallan
processize
Turn a product idea into a manual-first process you can start delivering today. Use when you have an idea and want to figure out how to deliver value by hand before writing any code.
slavingia
kb-retriever
面向本地知识库目录的检索和问答助手。核心流程：(1)分层索引导航 (2)遇到PDF/Excel时必须先读取references学习处理方法 (3)处理文件后再检索。按文件类型组合使用 grep、Read、pdfplumber、pandas 进行渐进式检索，避免整文件加载。用户问题涉及"从知识库目录回答问题/检索信息/查资料"时使用。
conardli
zhangxuefeng-perspective
张雪峰的思维框架与表达方式。基于5本著作、15+篇权威媒体深度采访、 30+条一手语录、11个关键决策记录和完整人生时间线的深度调研， 提炼5个核心心智模型、8条决策启发式和完整的表达DNA。 用途：作为思维顾问，用张雪峰的视角分析教育选择、职业规划、阶层流动等问题。 当用户提到「用张雪峰的视角」「张雪峰会怎么看」「张雪峰模式」「雪峰视角」时使用。 即使用户只是说「帮我用张雪峰的角度想想」「如果张雪峰会怎么说」「切换到张雪峰」也应触发。
alchaincyf
academic-research-suite
ARS-Codex workflows for research, academic writing, manuscript review, research-to-paper pipelines, and experiment planning. Use when the user asks for deep research, literature review, systematic review, meta-analysis, research question refinement, academic paper drafting, paper revision, citation or integrity checks, reviewer simulation, peer review, editorial decision letters, research-to-paper workflows, experiment execution planning, statistical interpretation, or human study protocol support. Korean triggers: 논문 심사, 논문 수정, 초록 작성, 체계적 문헌고찰, 연구부터 논문까지. Also use for Claude-style ARS command aliases such as /ars-plan, ars-plan, /ars-outline, /ars-abstract, /ars-lit-review, /ars-citation-check, /ars-disclosure, /ars-format-convert, /ars-3w, /ars-revision-coach, /ars-revision, /ars-reviewer, /ars-mark-read, /ars-unmark-read, /ars-cache-invalidate, /ars-rebuttal-audit, and /ars-full. This skill vendors ARS role prompts, references, templates, and shared handoff schemas under ars/.
imbad0202
sdf
SDFormat/SDF模型与世界生成、验证及模拟器交接。用于`.sdf`文件、SDFormat XML、Python `gen_sdf()`源码、模型、世界、链接、关节、位姿、框架、惯性、视觉/碰撞几何体、网格URI、传感器、灯光、物理、插件、包含、Gazebo、静态SDF审查或模拟器特定元数据。不用于符号距离场几何体。
earthtojake
fireworks-tech-graph
当用户想要绘制各类技术图表（如架构图、数据流图、流程图、时序图、Agent/内存架构图、概念图等）并导出为 SVG+PNG 格式时使用。触发词包括："画图"、"帮我画"、"生成图"、"做个图"、"架构图"、"流程图"、"可视化一下"、"出图"、"generate diagram"、"draw diagram"、"visualize"，或任何用户希望用图表展示的系统架构与流程描述。
yizhiyanhua-ai
dbs-decision
dontbesilent 个人决策系统。把任何一个需要长期跟踪的领域（业务、关系、健康、职业、学习、投资……）做成一个本地知识工程：四层结构、来源标签、写完不改的快照、能炼出规律的概念库。 触发方式：/dbs-decision、/决策系统、/决策立案、/结果回填、/状态画像 Personal decision system. Turns any long-running domain into a local knowledge project with four layers, source tags, immutable snapshots, and a concept library that learns patterns over time. Trigger: /dbs-decision, /决策系统, /决策立案, /结果回填, /状态画像
dontbesilent2025
writing-plans
当你有规格说明或需求用于多步骤任务时使用，在动手写代码之前
jnmetacode
no-mistakes
Validate your code changes through the no-mistakes pipeline - automated code review, tests, lint, docs, push, PR, and CI - before they reach the configured push target. Use when the user asks to run no-mistakes, gate or ship or validate their changes, push safely, asks you to do a task and then validate it, or invokes /no-mistakes.
kunchenguid