研究与知识

paper-analyzer

1.2Kresearch-knowledge

将学术论文转化为深度HTML长文。6轮强制工作流、代码仓库搜索、公式渲染、Mermaid图表。 3种写作风格，输出可直接分享的精美HTML页面。

zsyggg

webgpu-threejs-tsl

1.2Kresearch-knowledge

Comprehensive guide for developing WebGPU-enabled Three.js applications using TSL (Three.js Shading Language). Covers WebGPU renderer setup, TSL syntax and node materials, compute shaders, post-processing effects, and WGSL integration. Use this skill when working with Three.js WebGPU, TSL shaders, node materials, or GPU compute in Three.js.

dgreenheck

check

只读漂移检测器。将 SPEC.md 与当前代码进行差异比较，并按严重程度分组报告违规情况。不写入任何内容——通过 spec 或 build 技能建议修复方法，但绝不调用它们。当用户要求检查漂移、审计规范、验证不变量，或询问代码是否仍符合规范时触发。表述方式："check drift"、"audit the spec"、"does the code still match §V"、"check invariants"、"spec vs code"。

juliusbrussee

docs-guard

在文档发布或交付前，对生成或变更的文档进行审查——涵盖 README、API 参考文档、docstring、PHPDoc/JSDoc、变更日志（changelog）、教程及文档站点。最适合在 Agent 编写/修改文档后、代码变更影响了文档描述的行为后，或发布文档前被动触发。当用户说“检查文档”、“这文档准确吗”、“更新文档”、“写个 README”、“给这个 API 写文档”、“加个 docstring”或“添加 changelog 记录”时使用。核心职责：对照源码逐一核对文档中引用的每个函数、参数 Flag、Endpoint、配置 Key 以及代码示例；找出“文档与代码不同步”的漂移问题；删除废话与无法验证的吹嘘。请勿用于生产代码审查（请用 clean-code-guard）、测试审查（请用 test-guard）、营销文案或博客文章、非技术写作的文风修改，或文档站点的 UI 主体定制。

amelnagdy

tutor-setup

Transforms knowledge sources into an Obsidian StudyVault. Two modes: (1) Document Mode — PDF/text/web sources → study notes with practice questions. (2) Codebase Mode — source code project → onboarding vault for new developers. Mode is auto-detected based on project markers in CWD.

bevibing

mao-zedong-perspective

毛泽东思维框架：以《毛泽东选集》五卷为核心，提炼毛泽东分析问题、制定战略、组织行动的认知操作系统。核心来源：《矛盾论》《实践论》《论持久战》《中国社会各阶级的分析》《星星之火可以燎原》《论联合政府》《关于正确处理人民内部矛盾的问题》等。核心模型：7个。决策启发式：10条。触发词：「毛泽东」「毛选」「教员」「用毛泽东的方式分析」「从毛选的角度」「教员怎么看」局限：本Skill聚焦于毛泽东的分析方法论和战略思维框架，适用于战略分析、组织管理、竞争策略、问题诊断等场景。不涉及具体政治立场的评判。素材来源：《毛泽东选集》一至五卷、公开演讲与书信、诗词作品。

leezythu

manim-composer

Trigger when: (1) User wants to create an educational/explainer video, (2) User has a vague concept they want visualized, (3) User mentions "3b1b style" or "explain like 3Blue1Brown", (4) User wants to plan a Manim video or animation sequence, (5) User asks to "compose" or "plan" a math/science visualization. Transforms vague video ideas into detailed scene-by-scene plans (scenes.md). Conducts research, asks clarifying questions about audience/scope/focus, and outputs comprehensive scene specifications ready for implementation with ManimCE or ManimGL. Use this BEFORE writing any Manim code. This skill plans the video; use manimce-best-practices or manimgl-best-practices for implementation.

adithya-s-k

deeppapernote

Generate a high-quality deep-reading note for a single paper and write it into an Obsidian-style vault. Use when the user gives a paper title, DOI, URL, arXiv ID, Zotero item, or local PDF and wants a polished Markdown note with strong structure, evidence-based analysis, and figure placeholders.

917dhj

openai-docs-skill

Query the OpenAI developer documentation via the OpenAI Docs MCP server using CLI (curl/jq). Use whenever a task involves the OpenAI API (Responses, Chat Completions, Realtime, etc.), OpenAI SDKs, ChatGPT Apps SDK, Codex, MCP integrations, endpoint schemas, parameters, limits, or migrations and you need up-to-date official guidance.

swarm-planner

[EXPLICIT INVOCATION ONLY] Creates dependency-aware implementation plans optimized for parallel multi-agent execution.

parallel-task-spark

Only to be triggered by explicit /parallel-task-spark commands.

planner

Create comprehensive, phased implementation plans with sprints and atomic tasks. Use when user says: "make a plan", "create a plan", "plan this out", "plan the implementation", "help me plan", "design a plan", "draft a plan", "write a plan", "outline the steps", "break this down into tasks", "what's the plan for", or any similar planning request. Also triggers on explicit "/planner" or "/plan" commands.

read-github

Read and search GitHub repository documentation via gitmcp.io MCP service. **WHEN TO USE:** - User provides a GitHub URL - User mentions a specific repo in owner/repo format - User asks "what does this repo do?", "read the docs for X repo", or similar - User wants to search code or docs within a repo

parallel-task

Only to be triggered by explicit /parallel-task commands.

team-update

Post project updates to team chat, gather feedback, triage responses, and plan next steps. Adapts to available tools (chat, git, issues, tasks). First run discovers tools and saves a playbook; subsequent runs execute from the playbook. Trigger with 'team update', 'post update', 'sync with team', 'standup', 'check team chat', 'feedback loop', 'project update', 'what did the team say'.

jezweb

swift-api-design-guidelines

997research-knowledge

Apply Swift API Design Guidelines to name, label, and document Swift APIs. Covers argument label rules (prepositional phrase rule, grammatical phrase rule, first-label omission), mutating/nonmutating pair naming (-ed/-ing participle pattern, form- prefix, sort/sorted, formUnion/union), side-effect naming (noun for pure, verb for mutating), documentation comment structure (summary by declaration kind, O(1) complexity rule), clarity at call site, role-based naming, protocol naming (-able/-ible/-ing), default arguments over method families, casing conventions, and terminology. Use when designing new Swift APIs, reviewing naming and argument labels, writing documentation comments, or refactoring for call site clarity.

paperkit

967research-knowledge

使用 PaperKit 轻松添加手绘、形状以及一致的标记（Markup）体验。适用于集成 PaperMarkupViewController 进行标记编辑、添加形状识别、处理 PaperMarkup 数据模型、在文档编辑器中嵌入标记工具，或构建需要系统标准标记工具栏的批注功能。iOS 26 新增功能。

sensorkit

967research-knowledge

在经批准的研究项目中，使用 SensorKit 获取研究级的传感器数据。当 App 需要配置 SensorKit Entitlement 特权、申请“研究传感器与使用数据”授权，或者获取环境光、运动记录、设备使用情况、键盘指标、访问地点、语音、面部、手腕温度、心电图 (ECG)、光电容积脉搏波 (PPG)、声学设置或睡眠分析数据时使用。对于常规运动数据请路由至 CoreMotion，健康记录与体能训练数据请路由至 HealthKit。

scope

964research-knowledge

Run /scope to turn a product idea into a living, coarse scope in docs/scope/ and keep it current: plan a new product, plan the next slice, enroll one named feature, or run with no argument to reconcile after shipping and queue what is next. Seeds WHAT to build; /architect designs, /develop builds.

jsmastery-pro

sync

964research-knowledge

Run /sync as the last step after a change is complete, around merge, to keep durable knowledge current. Updates root and nested AGENTS.md, reconciles the scope from repo evidence, and flags specs the change made stale. Surgical edits only: it adds lines, and rewrites single lines it owns. Never a whole section, never curated prose.

jsmastery-pro

metrickit

961research-knowledge

适用于使用 MetricKit 收集或分析 iOS/iPadOS 生产环境性能遥测数据的场景。涵盖 iOS 27 MetricManager 异步指标与诊断报告、卡顿/崩溃排查、自定义 Signpost 埋点、延长启动测量、持久化导出以及 iOS 26 MXMetricManager 兼容处理等。

ecommerce-checkout-optimization

960research-knowledge

Optimize e-commerce checkout flow to reduce cart abandonment. Friction analysis, payment method optimization, trust signals, and checkout UX best practices.

nexscope-ai

product-page-seo

958research-knowledge

Optimize e-commerce product pages for search engine visibility. On-page SEO, structured data, page speed, mobile optimization, and content strategy for Google, Bing, and platform-specific search.

nexscope-ai