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ai-infra skills

本仓库用于集中维护本地 skills/,并一键软链到常用编码代理目录(cc/codex/gemini)。

本地结构

  • 技能目录:./skills
  • 映射文件:./skills-map.txt
  • 同步脚本:./scripts/sync-skills.js
  • Agent memory:./memory/AGENTS.md
  • Claude Code 脚手架:./.claude/

常用命令

推荐命令(跨平台)

# 1) 按映射同步远程 skills 到本地 ./skills
npm run sync:skills

# 2) 一键把本仓库 skills 软链到 cc + codex + gemini
npm run link:skills

# 3) 仅链接 Gemini CLI
npm run link:gemini

# 4) 同步仓库级 agent memory 到 Claude/Codex/Gemini
npm run sync:memory

# 5) 运行当前仓库最小质量门
npm run validate:repo

直接执行 Node 脚本

# 1) 按映射同步远程 skills 到本地 ./skills
node ./scripts/sync-skills.js

# 2) 一键把本仓库 skills 软链到 cc + codex + gemini
node ./scripts/link-skills.js

# 3) 仅链接 Gemini CLI
node ./scripts/link-skills.js gemini

# 4) 同步仓库级 agent memory 到 Claude/Codex/Gemini
node ./scripts/sync-agent-memory.js

# 5) 运行当前仓库最小质量门
node ./scripts/validate-repo.js

💡 跨平台使用:仓库自维护脚本已统一为 Node.js,执行这些命令不再依赖本机 Python。sync:memory 现在会直接创建文件链接,修改源 memory/AGENTS.md 后目标文件会同步反映。

Agent 协作约定

  • memory/AGENTS.md 是仓库级 agent memory 的单一事实来源;需要同步到本机的 Claude Code、Codex、Gemini CLI 时,统一执行 npm run sync:memory。该命令会直接创建文件链接,而不是复制内容。
  • .claude/ 提供了从 tele-backend 提炼并适配后的轻量 Claude Code 脚手架,包括:
    • settings.example.json:项目级权限与 hook 示例
    • hooks/:通用风险拦截与 prompt 提示
    • commands/repo-validate.md:把仓库验证流程固化为 Claude Code 命令
  • 详细说明见 .claude/README.md

不同编码 Agent 的 Skill 目录表

以下表格对齐 vercel-labs/skills 的 Agent 目录约定(来源见文末链接)。

Agent --agent Project Path Global Path
Amp, Kimi Code CLI, Replit, Universal amp, kimi-cli, replit, universal .agents/skills/ ~/.config/agents/skills/
Antigravity antigravity .agent/skills/ ~/.gemini/antigravity/skills/
Augment augment .augment/skills/ ~/.augment/skills/
Claude Code claude-code .claude/skills/ ~/.claude/skills/
OpenClaw openclaw skills/ ~/.openclaw/skills/
Cline cline .agents/skills/ ~/.agents/skills/
CodeBuddy codebuddy .codebuddy/skills/ ~/.codebuddy/skills/
Codex codex .agents/skills/ ~/.codex/skills/
Command Code command-code .commandcode/skills/ ~/.commandcode/skills/
Continue continue .continue/skills/ ~/.continue/skills/
Cortex Code cortex .cortex/skills/ ~/.snowflake/cortex/skills/
Crush crush .crush/skills/ ~/.config/crush/skills/
Cursor cursor .agents/skills/ ~/.cursor/skills/
Droid droid .factory/skills/ ~/.factory/skills/
Gemini CLI gemini-cli .agents/skills/ ~/.gemini/skills/
GitHub Copilot github-copilot .agents/skills/ ~/.copilot/skills/
Goose goose .goose/skills/ ~/.config/goose/skills/
Junie junie .junie/skills/ ~/.junie/skills/
iFlow CLI iflow-cli .iflow/skills/ ~/.iflow/skills/
Kilo Code kilo .kilocode/skills/ ~/.kilocode/skills/
Kiro CLI kiro-cli .kiro/skills/ ~/.kiro/skills/
Kode kode .kode/skills/ ~/.kode/skills/
MCPJam mcpjam .mcpjam/skills/ ~/.mcpjam/skills/
Mistral Vibe mistral-vibe .vibe/skills/ ~/.vibe/skills/
Mux mux .mux/skills/ ~/.mux/skills/
OpenCode opencode .agents/skills/ ~/.config/opencode/skills/
OpenHands openhands .openhands/skills/ ~/.openhands/skills/
Pi pi .pi/skills/ ~/.pi/agent/skills/
Qoder qoder .qoder/skills/ ~/.qoder/skills/
Qwen Code qwen-code .qwen/skills/ ~/.qwen/skills/
Roo Code roo .roo/skills/ ~/.roo/skills/
Trae trae .trae/skills/ ~/.trae/skills/
Trae CN trae-cn .trae/skills/ ~/.trae-cn/skills/
Windsurf windsurf .windsurf/skills/ ~/.codeium/windsurf/skills/
Zencoder zencoder .zencoder/skills/ ~/.zencoder/skills/
Neovate neovate .neovate/skills/ ~/.neovate/skills/
Pochi pochi .pochi/skills/ ~/.pochi/skills/
AdaL adal .adal/skills/ ~/.adal/skills/

Skill 清单

以下清单按仓库中实际存在的公共 skills/*/SKILL.md 整理,不包含 .system 内置 skill。名称可直接跳转到对应说明文件。

公共 Skills(338)

名称 作用简介
active-directory-attacks This skill should be used when the user asks to "attack Active Directory", "e...。
ad-creative 批量生成和迭代付费广告文案素材。
agile-product-owner 编写用户故事、验收标准与迭代计划的敏捷产品管理。
analytics-tracking 搭建、审计和排查 GA4/GTM 等埋点与转化追踪。
android-accessibility 审核并修复 Android 尤其是 Jetpack Compose 的无障碍问题。
android-architecture 设计基于 Clean Architecture 与 Hilt 的现代 Android 架构。
android-coroutines 在 Android 中落地高质量 Kotlin 协程与结构化并发。
android-design-guidelines Material Design 3 and Android platform guidelines。
android-emulator-skill 用于 Android 构建、测试、自动化和模拟器管理的脚本集。
android-testing 为 Android 应用建立单测、集成、Hilt 与截图测试策略。
anti-reversing-techniques 分析反调试、混淆与软件保护技术。
api-fuzzing-bug-bounty This skill should be used when the user asks to "test API security", "fuzz AP...。
apktool Android APK unpacking and resource extraction tool for reverse engineering。
app-store-changelog Create user-facing App Store release notes by collecting and summarizing all...。
app-store-optimization 进行 ASO 关键词研究、元数据优化与商店表现提升。
apple-appstore-reviewer 从 App Store 优化与拒审风险角度审查代码库。
apple-notes 通过 memo CLI 管理 macOS Apple Notes。
apple-reminders 通过 remindctl 管理 Apple Reminders 任务。
arch-linux-triage 排查和处理 Arch Linux 上的 pacman、systemd 等问题。
architecture-blueprint-generator 自动分析代码库并生成架构蓝图与文档。
architecture-diagram Generate detailed layered architecture diagrams as self-contained HTML artifa...。
architecture-reviewer Architecture reviews across 7 dimensions: structural integrity, scalability,...。
arthas-cpu-high 排查 JVM / 应用 CPU 飙高(线程定位 + 代码路径分析)。
arthas-springcontext-issues-resolve 排查 Spring ApplicationContext / Bean / 配置注入等问题。
async-python-patterns 构建高性能 Python asyncio 并发与异步模式。
attack-tree-construction 构建攻击树以梳理威胁路径与防御缺口。
author-contributions 追踪某作者在分支上的文件贡献及重命名历史。
backend-to-frontend-handoff-docs Create API handoff documentation for frontend developers。
baoyu-article-illustrator 为文章识别配图点并生成插图方案。
baoyu-compress-image 压缩图片并转换为 WebP/PNG。
benchmark-runner Designs structured benchmarks for comparing algorithms, models, or implementa...。
binary-analysis-patterns 进行反汇编、反编译和控制流等二进制静态分析。
blue-ocean-strategy Create uncontested market space using value innovation instead of competing h...。
branch-naming-helper Configure with branch naming helper operations. Auto-activating skill for Dev...。
broken-authentication This skill should be used when the user asks to "test for broken authenticati...。
browser-use Automates browser interactions for web testing, form filling, screenshots, an...。
brutal-honesty-review Unvarnished technical criticism combining Linus Torvalds' precision, Gordon R...。
business-model 生成包含九宫格要素的商业模式画布。
campaign-analytics 分析营销活动归因、漏斗和 ROI。
canvas-design 生成原创静态视觉设计、海报或艺术作品。
centos-linux-triage 处理 CentOS/RHEL 兼容环境下的系统问题。
chipsec Static analysis of UEFI/BIOS firmware dumps using Intel's chipsec framework....。
chrome-devtools 通过 Chrome DevTools MCP 做浏览器自动化、调试与性能分析。
code-refiner Deep code simplification, refactoring, and quality refinement. Analyzes struc...。
competitive-ads-extractor Extracts and analyzes competitors' ads from ad libraries (Facebook, LinkedIn,...。
competitive-intelligence Research your competitors and build an interactive battlecard. Outputs an HTM...。
competitive-teardown 产出竞品拆解、对比矩阵、SWOT 与定位分析。
competitor-alternatives 编写竞品对比页与替代页,用于 SEO 和销售辅助。
concept-to-image Turn any concept, idea, or description into a polished static HTML visual, th...。
concept-to-video Turn any concept into an animated explainer video using Manim (Python). Use w...。
consciousness-council 以多角色视角对复杂问题进行委员会式讨论。
consulting-analysis 先搭分析框架再生成咨询级研究报告。
content-humanizer 把 AI 文案改写得更自然、更像真人表达。
content-strategy 规划内容策略、主题集群与内容路线图。
context-map 改动前梳理与任务相关的文件地图。
copy-editing 对现有营销文案做多轮编辑、润色与校对。
core-web-vitals Optimize Core Web Vitals (LCP, INP, CLS) for better page experience and searc...。
create-github-action-workflow-specification Create a formal specification for an existing GitHub Actions CI/CD workflow,...。
create-prd 用 8 部分模板编写产品需求文档。
creating-financial-models 构建 DCF、敏感性分析与情景模拟等财务模型。
cro-methodology Audit websites and landing pages for conversion issues and design evidence-ba...。
cross-pollination-engine 借鉴不同行业的方法,为问题寻找跨界解法。
crossing-the-chasm Navigate the technology adoption lifecycle from early adopters to mainstream...。
customer-journey-map 绘制用户旅程,梳理触点、情绪与机会点。
data-analysis 分析 Excel/CSV 数据,支持汇总、透视、SQL 和导出。
data-storytelling 把数据结果组织成面向管理层的叙事和呈现。
data-visualization Create effective data visualizations with Python (matplotlib, seaborn, plotly)。
ddia-systems Design data systems by understanding storage engines, replication, partitioni...。
debian-linux-triage 排查 Debian 上的 apt、systemd 和 AppArmor 问题。
debug-investigator Hypothesis-driven debugging methodology: ranked hypotheses with confirming/re...。
debug-lldb Capture and analyze thread backtraces with LLDB/GDB to debug hangs, deadlocks...。
deep-research 在联网任务中做多轮深度研究,而不是浅层搜索。
design-system-patterns 设计和实现可扩展的设计系统、token 与主题机制。
designing-growth-loops Help users design and optimize growth loops。
designing-surveys Help users design effective surveys。
detox-mobile-test Эксперт Detox тестирования. Используй для React Native E2E tests и mobile aut...。
dhdna-profiler 从文本中提取认知风格与思维特征。
disk-cleanup Use when disk space is low, the user wants to free space, or needs to find wh...。
doc-coauthoring 引导用户协作式编写文档、提案和技术说明。
docker-essentials 提供常用 Docker 容器、镜像与排障工作流。
doctrine-batch-processing Evolve Symfony Doctrine models and schema safely with integrity, performance,...。
docx 读取、创建和编辑 Word .docx 文档。
domain-name-brainstormer 生成域名创意并检查多种后缀可用性。
douyin-video-summary Summarize Douyin (TikTok China) videos by extracting audio, transcribing with...。
douyin-viral-content 抖音爆款文案智能生成器。当用户说"生成新文案"、"创作抖音内容"、"写短视频文案"时自动触发。自动执行:(1) 读取历史数据分析 (2) 应用9大爆款要素...。
embedding-strategies 为语义检索/RAG 选择并优化向量嵌入方案。
employment-contract-templates 编写雇佣合同、offer 和 HR 政策模板。
engineering-retro Git-based engineering retrospective analyzing commit history, PR patterns, an...。
enterprise-proposal Create comprehensive, BCG/McKinsey-style enterprise proposals with profession...。
error-handling-patterns Master error handling patterns across languages including exceptions, Result...。
estimate-calibrator Produces calibrated three-point estimates (best/likely/worst case) with expli...。
ethical-hacking-methodology This skill should be used when the user asks to "learn ethical hacking", "und...。
evaluating-new-technology Help users evaluate emerging technologies。
exhaustive-systems-analysis Perform comprehensive, deep analysis of a system and its subsystems to identi...。
fan-operations Use when growing Xiaohongshu following, engaging with audience, building comm...。
feature-dev Feature Development Workflow - 7-phase structured approach for building featu...。
figma-implement-design 按 Figma 设计上下文高保真实现页面或组件。
file-path-traversal This skill should be used when the user asks to "test for directory traversal...。
financial-analyst 做财务比率、估值、预算偏差和滚动预测分析。
find-skills Helps users discover and install agent skills when they ask questions like "h...。
first-principles-decomposer 用第一性原理拆解问题并重建方案。
frontend-design-review 审查或设计高质量前端界面,兼顾美感、可用性与设计系统。
fundraise-advisor Use this skill when users need to raise funding, create a pitch deck, prepare...。
funnel-architect Use this skill when users need to design a sales funnel, map a value ladder,...。
gdpr-data-handling 实现 GDPR 合规的数据处理、同意与权利响应。
gh-address-comments Help address review/issue comments on the open GitHub PR for the current bran...。
gh-fix-ci Use when a user asks to debug or fix failing GitHub PR checks that run in Git...。
git-advanced-workflows Master advanced Git workflows including rebasing, cherry-picking, bisect, wor...。
github-actions-templates Create production-ready GitHub Actions workflows for automated testing, build...。
github-deep-research 对 GitHub 仓库做多轮深度研究和时间线分析。
github-repo-search 帮助用户搜索和筛选 GitHub 开源项目,输出结构化推荐报告。当用户说"帮我找开源项目"、"搜一下GitHub上有什么"、"找找XX方向的仓库"、"开源...。
gitlab-ci-patterns Build GitLab CI/CD pipelines with multi-stage workflows, caching, and distrib...。
go-concurrency-patterns 编写和调试 Go 的 goroutine、channel 与并发模式。
godot-gdscript-patterns Master Godot 4 GDScript patterns including signals, scenes, state machines, a...。
graalvm-native-image Provides expert guidance for building GraalVM Native Image executables from J...。
gradle-build-performance 诊断并优化 Android/Gradle 构建性能。
grill-me Interview the user relentlessly about a plan or design until reaching shared...。
helm-chart-scaffolding 搭建可复用、可验证的 Helm Chart。
hierarchical-matching-systems Expertise in architecting, implementing, reviewing, and debugging hierarchica...。
hooks-development Claude Code hooks development guide. TRIGGERS - create hook, PostToolUse, Pre...。
i18n-localization Internationalization and localization patterns. Detecting hardcoded strings,...。
icon-retrieval 检索图标库并返回可直接使用的 SVG。
idea-validator Validate startup ideas using Hexa's Opportunity Memo framework and Perceived...。
incident-triage Use when a user reports something isn't working, a service is down, or an err...。
influence-psychology Apply the six principles of ethical persuasion (reciprocity, commitment, soci...。
interaction-design 设计并实现微交互、动效和反馈体验。
inversion-strategist 从“如何失败”反推风险,得到更稳的决策。
ios-hig-design Design native iOS interfaces following Apple Human Interface Guidelines。
ios-simulator-skill 21 production-ready scripts for iOS app testing, building, and automation. Pr...。
jadx Android APK decompiler that converts DEX bytecode to readable Java source code。
java-expert Java and Spring Boot expert including REST APIs, JPA, and microservices。
java-junit 提供 JUnit 5 与数据驱动测试最佳实践。
javascript-typescript-jest 编写 JavaScript/TypeScript 的 Jest 测试与 mock 策略。
k8s-manifest-generator 生成生产可用的 Kubernetes 资源清单。
k8s-security-policies 为 Kubernetes 实施网络隔离、RBAC 与安全策略。
knowledge-synthesis Combines search results from multiple sources into coherent, deduplicated ans...。
laravel-patterns Laravel架构模式、路由/控制器、Eloquent ORM、服务层、队列、事件、缓存以及用于生产应用的API资源。
laravel-security Laravel 安全最佳实践,涵盖认证/授权、验证、CSRF、批量赋值、文件上传、密钥管理、速率限制和安全部署。
laravel-specialist Build and configure Laravel 10+ applications, including creating Eloquent mod...。
laravel-tdd 使用 PHPUnit 和 Pest、工厂、数据库测试、模拟以及覆盖率目标进行 Laravel 的测试驱动开发。
laravel-verification Verification loop for Laravel projects: env checks, linting, static analysis,...。
lead-channel-optimizer Use this skill when users need to optimize lead generation channels, identify...。
lead-research-assistant Identifies high-quality leads for your product or service by analyzing your b...。
leads-researcher This skill should be used when users need to research leads, find company inf...。
legal-risk-assessment Assess and classify legal risks using a severity-by-likelihood framework with...。
lesson-learned Analyze recent code changes via git history and extract software engineering...。
linux-privilege-escalation This skill should be used when the user asks to "escalate privileges on Linux...。
linux-shell-scripting This skill should be used when the user asks to "create bash scripts", "autom...。
liquid-glass-design iOS 26 液态玻璃设计系统 — 适用于 SwiftUI、UIKit 和 WidgetKit 的动态玻璃材质,具有模糊、反射和交互式变形效果。
llm-evaluation 为 LLM 应用建立自动化与人工结合的评测体系。
log-analyzer Use when the user needs to investigate logs, find errors, trace issues across...。
macos-design-guidelines Apple Human Interface Guidelines for Mac。
made-to-stick Craft messages that are understood, remembered, and drive action using the SU...。
managing-tech-debt Help users manage technical debt strategically。
markdown-mermaid-writing 用 Markdown 和 Mermaid 统一写作与图表表达。
markdown-token-optimizer Analyzes markdown files for token efficiency. TRIGGERS: optimize markdown, re...。
market-sizing-analysis 估算 TAM、SAM、SOM 等市场规模。
marketing-psychology 用行为科学与心理学原理优化营销。
markitdown 将文档、网页、媒体等多种格式转换为 Markdown。
md-to-pdf Convert Markdown files to professionally styled PDF documents with full suppo...。
meeting-insights-analyzer Analyzes meeting transcripts and recordings to uncover behavioral patterns, c...。
meeting-minutes 生成包含决策和行动项的会议纪要。
meeting-notes-and-actions Turn meeting transcripts or rough notes into crisp summaries with decisions,...。
memory-forensics 使用内存取证方法分析进程、恶意行为和证据。
memory-safety-patterns 在 Rust/C++/C 中落实资源管理与内存安全模式。
microsoft-code-reference 查询微软 API/SDK 正确用法与官方代码示例。
microsoft-docs 从微软官方文档获取 Azure、.NET 等技术信息。
miniprogram-development WeChat Mini Program development skill for building, debugging, previewing, te...。
model-first-reasoning Apply Model-First Reasoning (MFR) to code generation tasks。
modern-javascript-patterns 采用 ES6+ 现代 JavaScript 语法与模式。
mom-test Talk to customers without leading them using Mom Test rules: discuss their li...。
mysql-best-practices MySQL development best practices for schema design, query optimization, and d...。
narrative-text-visualization Generate structured narrative text visualizations from data using T8 Syntax。
nestjs-expert Creates and configures NestJS modules, controllers, services, DTOs, guards, a...。
network-troubleshooter Use when the user has connectivity issues, DNS problems, can't reach a servic...。
nextjs-developer Use when building Next.js 14+ applications with App Router, server components...。
nginx-config-optimizer Optimizes Nginx configurations for performance, security, caching, and load b...。
nmap Professional network reconnaissance and port scanning using nmap. Supports va...。
obsidian-bases 创建和编辑 Obsidian Bases 数据视图。
obsidian-cli 通过 CLI 读写 Obsidian 笔记、任务与插件状态。
obviously-awesome Define product positioning by mapping competitive alternatives, unique attrib...。
openapi-spec-generation 生成并维护 OpenAPI 3.1 规范。
opportunity-solution-tree 用 OST 梳理目标、机会、方案和实验。
paid-ads 制定 Google/Meta/LinkedIn 等付费投放策略。
pdf 读取、拆分、合并、OCR 和生成 PDF 文档。
performance-optimizer Use when the user wants to speed up their system, free resources, or resolve...。
personal-branding-advanced 高级个人品牌建设 - 从内容创作者到行业意见领袖的系统性品牌架构。
php-doc Invoke BEFORE writing phpDoc。
php-pro Use when building PHP applications with modern PHP 8.3+ features, Laravel, or...。
phpunit-best-practices PHPUnit testing best practices and conventions guide。
pitch-deck-reviewer Review and critique VC pitch decks using the ABC Framework and Inevitable Sto...。
plan-review Pre-implementation plan audit that stress-tests scope, assumptions, risks, an...。
planning-under-uncertainty Help users plan products and strategy when outcomes are unpredictable。
plantuml-ascii 用 PlantUML 生成终端友好的 ASCII 图。
popup-cro 优化弹窗、浮层、通知条等转化组件。
porters-five-forces 开展波特五力行业竞争分析。
postgresql-table-design 设计符合 PostgreSQL 最佳实践的表结构。
pptx 读取、创建、编辑和拆分 .pptx 演示文稿。
pragmatic-programmer Apply meta-principles of software craftsmanship: DRY, orthogonality, tracer b...。
pre-landing-review Gate-oriented safety audit for code changes before landing, using a structure...。
pre-mortem-analyst 假设项目已失败,倒推致因并识别风险。
pricing-strategy 设计定价、套餐和变现策略。
priority-judge 优先级判断助手 - 帮用户从混沌的待办事项中判断优先级,确定现在该做什么。当用户说"我有很多事要做"、"帮我理一下"、"排个优先级"、"今天该做什么"时触发。
private-domain Use when driving Xiaohongshu followers to private domains like WeChat, buildi...。
prlctl-vm-control 通过 prlctl 控制 Parallels 虚拟机并执行命令。
process-optimization Analyze and improve business processes。
product-name 生成产品命名方案及命名理由。
product-naming 产品命名协作流程。当用户想给产品/项目/模块起名字时使用。通过"灵魂挖掘 → 约束提取 → 路线发散 → 方向选择 → 竞品验证 → 最终确认"的结构化流...。
prompt-engineering-patterns 设计高可靠、可控的高级提示工程方案。
prompt-lab Systematic LLM prompt engineering: analyzes existing prompts for failure mode...。
proposal-review Facilitate methodical review of proposals (technical designs, product specs,...。
protocol-reverse-engineering 逆向网络协议、报文结构和通信流程。
pua Forces high-agency exhaustive problem-solving with corporate PUA pressure esc...。
python-background-jobs 实现 Python 后台任务、队列和事件驱动处理。
python-design-patterns 用 Python 设计模式改善结构、职责和组合方式。
python-error-handling 设计 Python 输入校验、异常体系与部分失败处理。
python-observability 为 Python 应用补充日志、指标和链路追踪。
python-performance-optimization 对 Python 代码做性能剖析和优化。
python-testing-patterns 用 pytest、fixture 和 mock 建立测试体系。
python-type-safety 为 Python 引入类型标注、泛型和严格类型检查。
rag-auditor Evaluates RAG (Retrieval-Augmented Generation) pipeline quality across retrie...。
react-hooks React Hooks patterns, rules, and custom hook development. Covers all built-in...。
react-native-best-practices 优化 React Native/Expo 的性能、动画和渲染。
react-native-design 设计 React Native 的样式、导航和 Reanimated 动画。
react-performance React performance optimization techniques and best practices. Covers memoizat...。
react-server-components React Server Components (RSC) for server-side rendering without client JS. Co...。
readme-blueprint-generator 分析仓库后生成结构化 README。
redesign-my-landingpage Build, critique, and iterate high-converting marketing or product landing pag...。
redis-best-practices Redis development best practices for caching, data structures, and high-perfo...。
refactoring-patterns Apply named refactoring transformations to improve code structure without cha...。
refactoring-ui Audit and fix visual hierarchy, spacing, color, and depth in web UIs。
referral-program 设计推荐裂变、联盟与口碑增长机制。
responsive-design 用现代 CSS 实现响应式与自适应布局。
risk-metrics-calculation Calculate portfolio risk metrics including VaR, CVaR, Sharpe, Sortino, and dr...。
root-cause-finder Performs root-cause-first debugging and review by tracing expected behavior t...。
running-decision-processes Help users run effective decision-making processes。
rust-async-patterns 实践 Rust/Tokio 异步编程与并发模式。
rust-best-practices Guide for writing idiomatic Rust code based on Apollo GraphQL's best practice...。
scientific-brainstorming 为科研问题做开放式创意发散和假设探索。
scoping-cutting Help users scope projects and cut features effectively。
screenshot 在桌面或系统层面抓取屏幕截图。
seam-ripper Ruthlessly analyze architectural seams—the interfaces, boundaries, and contra...。
security-ownership-map Analyze git repositories to build a security ownership topology (people-to-fi...。
security-requirement-extraction 从威胁模型和业务上下文中提炼安全需求。
security-threat-model Repository-grounded threat modeling that enumerates trust boundaries, assets,...。
seo Optimize for search engine visibility and ranking。
service-monitor Use when the user wants to check if services are running, verify endpoints ar...。
session-handoff Creates comprehensive handoff documents for seamless AI agent session transfe...。
shadcn-ui Expert guidance for integrating and building applications with shadcn/ui comp...。
similarity-search-patterns 构建向量数据库语义检索与近邻搜索方案。
site-analyze 网站机房溯源全维度分析工具。当用户要求分析某个网站的机房位置、CDN、IP归属、路由链路、响应延迟、SSL证书、子域名等信息时使用。支持通过 DNS ov...。
site-architecture 规划网站结构、导航、URL 与内链体系。
six-thinking-hats Apply Edward de Bono's Six Thinking Hats methodology to software testing for...。
skill-creator Create new skills, modify and improve existing skills, and measure skill perf...。
skill-judge Evaluate Agent Skill design quality against official specifications and best...。
skills-prune-and-sync-readme 遍历当前仓库的 skills/ 目录,依据证据定位低质量、重复或触发冲突的 skill,按明确名单删除目标目录,并重建 README.md 中的...。
slash-command-bridge 在不原生支持 Claude Code slash command 的环境中桥接并执行命令。用户输入以 / 开头,且当前运行时不会自动解析 `.clau...。
social-platform-safety 主动识别、屏蔽和过滤社交平台(特别是Moltbook)中的诱导性内容、垃圾信息、广告和有害内容。提供安全的内容交互指导,防止提示词污染和AI被误导。
software-design-philosophy Manage software complexity through deep modules, information hiding, and stra...。
speckit.checker Run static analysis tools and aggregate results。
speckit.checklist Generate a custom checklist for the current feature based on user requirements。
speckit.diff Compare two versions of a spec or plan to highlight changes。
speckit.implement Execute the implementation plan by processing and executing all tasks defined...。
speckit.plan Execute the implementation planning workflow using the plan template to gener...。
speckit.quizme Challenge the specification with Socratic questioning to identify logical gap...。
speckit.reviewer Perform code review with actionable feedback and suggestions。
speckit.status Display a dashboard showing feature status, completion percentage, and blockers。
speckit.taskstoissues Convert existing tasks into actionable, dependency-ordered GitHub issues for...。
speckit.tester Execute tests, measure coverage, and report results。
speckit.validate Validate that implementation matches specification requirements。
sql-code-review 对通用 SQL 做安全性、可维护性和规范审查。
sql-optimization 跨数据库优化 SQL 查询、索引和分页性能。
startup-icp-definer Use this skill when users need to define their ideal customer profile, identi...。
statistical-analysis Apply statistical methods including descriptive stats, trend analysis, outlie...。
stride-analysis-patterns 用 STRIDE 方法系统识别安全威胁。
surprise-me 组合现有 skill 生成意外但完整的创意成果。
swift-concurrency-expert Swift Concurrency review and remediation for Swift 6.2+。
swiftui-performance-audit Audit and improve SwiftUI runtime performance from code review and architectu...。
swiftui-ui-patterns Best practices and example-driven guidance for building SwiftUI views and com...。
swiftui-view-refactor Refactor and review SwiftUI view files for consistent structure, dependency i...。
swot-analysis 产出 SWOT 分析及对应行动建议。
symfony-messenger Implement resilient Symfony async workflows with idempotency, retries, and op...。
symfony-ux 在 Symfony 中组合 Stimulus、Turbo、LiveComponent 等 UX 工具。
symfony-voters Strengthen Symfony authorization and validation boundaries with explicit, tes...。
system-design Design systems, services, and architectures。
system-diagnostics Use when the user reports system slowness, wants a health check, or needs to...。
systems-thinking Help users think in systems and understand complex dynamics。
tailwind-design-system 基于 Tailwind CSS v4 构建设计系统。
task-decomposer Produces structured phased task boards from feature requests: dependency-mapp...。
tauri-v2 Tauri v2 cross-platform app development with Rust backend。
team-composition-analysis 规划团队结构、招聘、薪酬与股权配置。
tech-debt Identify, categorize, and prioritize technical debt。
technology-search Search tech blogs, developer forums, and IT media (TechCrunch, Hacker News, 3...。
terraform-module-builder Creates reusable Terraform modules with proper structure, variables, outputs,...。
test-driven-development 先写失败测试,再实现功能或修复。
test-strategy Production-grade test strategy skill with risk-based testing, coverage analys...。
testing-strategy Design test strategies and test plans。
thinking-partner 思考拍档 - 陪你从混沌中理清局面,锁定核心问题,拆解卡点,共创解法,落地行动。
threat-mitigation-mapping 把已识别威胁映射到具体控制措施。
top-web-vulnerabilities This skill should be used when the user asks to "identify web application vul...。
twig-components Apply production-grade Symfony architecture and execution workflows with cont...。
typescript-advanced-types 运用 TypeScript 高级类型构建强类型抽象。
typescript-magician Designs complex generic types, refactors any types to strict alternatives,...。
update-markdown-file-index 更新 Markdown 文件中的目录或文件索引区块。
upgrading-react-native Upgrades React Native apps to newer versions by applying rn-diff-purge templa...。
uv-package-manager 用 uv 管理 Python 依赖、虚拟环境和项目工作流。
ux-heuristics Evaluate and improve interface usability using heuristic analysis。
ux-researcher-designer 支持用户研究、画像、旅程图与可用性验证。
vector-index-tuning 调优向量索引的延迟、召回和内存占用。
vercel-react-best-practices 采用 Vercel 推荐的 React/Next.js 性能最佳实践。
verification-before-completion 宣称完成前先跑验证并用结果说话。
version-planner 帮助用户把产品需求拆解成渐进式版本规划。当用户说"拆版本"、"版本规划"、"MVP怎么做"、"分阶段实现"时触发。
visual-design-foundations 用字体、色彩、间距和图标基础提升视觉一致性。
vue-expert-js Creates Vue 3 components, builds vanilla JS composables, configures Vite proj...。
web-content-fetcher Extract article content from any URL as clean Markdown. Uses Scrapling script...。
web-design-guidelines Web platform design and accessibility guidelines。
web-quality-audit Comprehensive web quality audit covering performance, accessibility, SEO, and...。
webapp-testing 用 Playwright 测试本地 Web 应用并采集日志/截图。
webman-best-practices MUST be used for Webman framework projects. Covers DDD architecture with cont...。
what-if-oracle 对不确定情境做多分支 What-if 情景推演。
wiki-researcher 对代码库主题做多轮、深入、跨文件研究。
windows-kernel-security Guide for Windows kernel internals and security mechanisms used in game prote...。
wireshark-analysis This skill should be used when the user asks to "analyze network traffic with...。
xhs-graphic-generator 小红书图文帖子生成器。将主题或文章转化为5-18张精美的小红书图文卡片。 使用场景:当用户需要生成小红书图文、制作小红书笔记、创建红书帖子时。 关键词:小...。
xiaohongshu-commercial-growth 小红书商业增长与变现实战技能,覆盖入局判断、账号定位、内容生产、推荐与搜索流量、店铺/直播/买手/知识付费变现,以及薯条、ARK、蒲公英、聚光等投放与种草...。
xlsx 读取、清洗、编辑和生成 Excel/CSV 等电子表格。
youtube-analysis Extract YouTube video transcripts and produce structured concept analysis wit...。
youtube-search Search YouTube by keyword and return structured video metadata (title, URL, c...。

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