AI Ml AI Skills

Create a ai workflow design with structured process, quality checks, and system integration

设计AI科幻小说分部大纲、分卷大纲、卷纲、章清单与章节微型剧本。核心要求是：分部/分卷大纲必须把上一级大纲分配给本层的内容切实、全量、保质落地。分部大纲要承接总纲层文件组分配给本部的全部内容；分卷大纲在无分部小说中按分部口径承接总纲层分配内容，在有分部小说中承接本部分配给本卷的全部内容。覆盖：分部、分卷、卷纲、章纲、章清单、故事线、情节块、故事点、卷级启动表、爽点布点表、章节钩子链、反AI味、技术…

Use when running a ClickHouse server for high-volume OLAP: choosing a MergeTree engine and ORDER BY/PARTITION BY keys, ingesting billions of event/log/metric rows, pre-aggregating with materialized…

Automates Navigator plugin updates. Detects current version, updates plugin, verifies installation, updates project CLAUDE.md, and validates new features. Auto-invoke when user mentions upgrading…

经营分析看板/驾驶舱/数据大屏产品化交付；用于指标判断、趋势分析或投屏监控，不用于普通待办工作台和办事门户。含真实数据、筛选联动、卡片截图、组织内短链和钉钉待办闭环。常规图表使用 yida-rechart；明确 ECharts、复杂 ECharts option 或维护旧图表时使用 yida-chart。普通统计优先 yida-report。

Create a new AIWG extension (framework expansion pack) with AI-guided setup

Create and manage messaging profiles with number pools, sticky sender, and geomatch features. Configure short codes for high-volume messaging. This skill provides Java SDK examples.

Use when a user wants to start trading with Superior Trade and does not have everything set up yet — getting an API key, creating and funding a trading account, choosing a venue or strategy, running a…

Run code quality tools: PHP-CS-Fixer for style, PHPStan for static analysis, and type safety checks

Enforces minimal code modifications — touch only what you must. Prevents drive-by refactoring, comment deletions, and style changes unrelated to the task.

Decide whether the system will hold, and where the data lives: requirements and load first, then back-of-the-envelope numbers, building blocks (cache, queue, load balancer, CDN), and the data layer in…

Query NCBI GEO for gene expression datasets. Use when user asks about RNA-seq datasets, microarray data, expression data, GEO accessions, or finding public datasets. Triggers on "geo", "gene…

Wibi Style 官方视觉风格：把一张照片转换成照片拼豆挂件。适合人物、宠物、花束、食物和轮廓清晰的物件照片。适用于用户要求照片拼豆挂件，或明确调用 $photo-perler-charm 时。

Access Claude MPM functionality and manage multi-agent orchestration

Unofficial read-only qavanin.ir: search Iranian laws and regulations, read full text and status. Use when the user asks about Qavanin (qavanin.ir) or wants laws, regulations, court votes or legal…

Create or update PR. Use this skill every time user asks to create or update a PR to ensure clear, consistent descriptions between PRs.

识别突破失败、冲高回落与关键位失守后的撤退信号，并给出减仓、止损与重新观察的动作顺序。适用于突破交易纠错、假突破处理与强势股失速后的快速修正场景。

Use when creating cinematic sequences, narrative animations, or when applying animation principles to video storytelling and visual narrative.

Use whenever answering anything version-sensitive — library/framework/SDK APIs, package versions, model IDs, pricing, CLI flags, config, or "latest/newest" anything. Verify against current sources…

Master authentication and authorization patterns including JWT, OAuth2, session management, and RBAC to build secure, scalable access control systems. Use when implementing auth systems, securing…

Spot patterns appearing in 3+ domains to find universal principles

Query the RepurposeDrugs single-agent drug repurposing database. Use whenever the user asks about drug-disease repurposing associations, clinical trial phases for repurposed drugs, or wants to look up…

Bun 1.2+ runtime: native Bun.sql, Bun.s3, multi-core HTTP, bun:test / Runtime Bun 1.2+: native Bun.sql, Bun.s3, HTTP multi-core, bun:test.

Google Ads Scripts Reference — JavaScript automation, AdsApp object model, selectors, GAQL queries, 10+ working script patterns, MCC parallel processing, Sheets integration

Test an Angular app that embeds CometChat — what to mock vs exercise for real, TestBed setup for standalone kit components, avoiding real network in unit tests, and a two-account manual pass for…

Plans risk-based test coverage for a feature, service, release, or system by mapping user and business risk to test levels, environments, data, failure paths, automation, exploratory checks, and…

Developer experience (DX) engineering, SDK design patterns, API ergonomics, CLI tooling design, documentation-driven development, and developer onboarding. Use when designing SDKs, improving API…

Use this skill whenever the user wants to create, read, edit, or manipulate Word documents (.docx files). Triggers include: any mention of 'Word doc', 'word document', '.docx', or requests to produce…

当处理数据库事务时，管理事务边界，处理并发冲突，实现死锁检测。优化事务性能，保证数据一致性，和实现分布式事务。

Design one mechanic in detail (input, feedback, failure modes, tunables) as a doc plus a script stub.

Fetch any X/Twitter post as clean LLM-friendly JSON. Converts x.com, twitter.com, or adhx.com links into structured data with full article content, author info, and engagement metrics. No scraping or…

Загрузка конфигурации 1С из XML-файлов. Используй когда пользователь просит загрузить конфигурацию из файлов, XML, исходников, LoadConfigFromFiles

Builds ML, responsible-AI, and multimodal models. Use when doing data science or explaining fairness, privacy, speech, vision-language, or diffusion mechanics.

Fetch unresolved review comments from a PR and evaluate with receive-feedback skill

Managing dependencies, CI/CD, advanced GitHub Actions workflows, containers, secrets, and operational config. Use for build, workflow, or environment work.

This skill should be used when the user asks to "set up ci for fluent", "github actions for servicenow", "deploy fluent from a pipeline", "fluent pull request checks", "automate now-sdk", or reports…

Help HR managers, recruiters, and talent acquisition teams understand Backend Engineering concepts, hiring requirements, backend ecosystems, candidate evaluation, APIs, databases, scalability,…

精通摄影美学和 AI 图像生成的提示词专家，擅长把视觉概念转化为精准的文字描述，生成专业级摄影作品。

Enforces per-skill execution budgets for scheduled cron skills — pauses runaway skills that exceed their token or wall-clock budget before they drain your monthly API allowance.

Guides the agent through upgrading a Capacitor plugin to a newer major version. Covers dependency alignment, native platform changes, example app verification, and multi-version jumps. Do not use for…

Linkerd-specific diagnostics — mTLS verification, proxy injection issues, authorization policy debugging, traffic management, and multi-cluster connectivity problems.

Create repository onboarding guides with architecture, key files, setup, debugging, and contribution workflows for a defined audience.

Create, load, modify, secure, and print PDF documents using the new DevExpress.Docs.Pdf API — a modern object-oriented DOM approach for .NET. Use for any PDF task in a project that references the…

Wires every side effect and native channel as an injectable interface behind a Provider that throws UnimplementedError until the composition root overrides it, with one live impl per flavor,…

Applies Stephen Covey's Seven Habits framework for personal and interpersonal effectiveness, progressing from dependence through independence to interdependence. Covers proactivity, mission clarity,…

Load this skill before implementing a fix for a barrier that may originate in a shared component, design system, renderer, or external dependency rather than this project's own code. Decide whether…

Guides the agent through Ionic Framework development with React — project structure, React-specific Ionic components, IonReactRouter and navigation patterns, Ionic lifecycle hooks…

Catch up on a git change before you review it: background on the system it lands in, the idea behind it, a literate diff of the real code, and a five-question quiz. Use when the user wants to…

为 GitHub 项目创建或改写高质量、可执行、证据驱动的双语 README；当用户要求写 README、项目说明或整理项目首页时使用。优先依据项目事实核验功能、命令和链接。

Design a social media post (X, Instagram, LinkedIn, Xiaohongshu, Stories/Reels, YouTube thumbnail or video) and export upload-ready files — use whenever the user wants something to post on social…

Investigate OpenClaw pnpm test memory growth, Vitest OOMs, RSS spikes, and heap snapshot deltas.