agent

全平台付费广告审计，采用并行子代理委派机制。分析 Google Ads、Meta Ads、LinkedIn Ads、TikTok Ads 和 Microsoft Ads…

Full inventory and audit of AWS Glue Data Catalog assets across S3 Tables, Redshift-federated, and remote Iceberg catalogs. Triggers on: inventory the catalog, audit databases, list all tables, catalog overview, data landscape, enumerate catalogs, data inventory, search the catalog. Do NOT use for finding specific data (use finding-data-lake-assets), running queries (use querying-data-lake), or creating tables (use creating-data-lake-table).

Manage Elastic Cloud organization access: invite users, assign roles to Serverless projects, and create or revoke Cloud API keys. Use when granting, modifying, or auditing user access.

Expert in CrewAI - the leading role-based multi-agent framework

Guide for creating effective skills. This skill should be used when users want to create a new skill (or update an existing skill) that extends Claude's…

Run composable security analysis.

Create managed Iceberg tables using Amazon S3 Tables (s3tables API namespace) with automatic compaction and snapshot management. Sets up table bucket, namespace, table, schema, Glue catalog registration, partitioning, IAM access control. Triggers on: create table, data lake table, analytics table, structured data storage, S3 Tables, Iceberg, Athena table, partitioning strategy, access permissions. Do NOT use for: importing files (use ingesting-into-data-lake), vector storage (use storing-and-querying-vectors), querying existing tables (use querying-data-lake), or locating existing table (use finding-data-lake-assets).

Create, update, and organize Google Calendar events and schedules. Check availability, book time, and manage calendars. Use when asked to schedule a meeting,…

Generate format-controlled research reports with evidence tracking, citations, source governance, and multi-pass synthesis. This skill should be used when users request a research report, literature review, market or industry analysis, competitive landscape, policy or technical brief. Triggers: "帮我调研一下", "深度研究", "综述报告", "深入分析", "research this topic", "write a report on", "survey the literature on", "competitive analysis of", "技术选型分析", "竞品研究", "政策分析", "行业报告". V6 adds: source-type governance, AS_OF freshness checks, mandatory counter-review, and citation registry. V6.1 adds: source accessibility (circular verification forbidden, exclusive advantage encouraged).

Core context and guardrails for OpenWork native app

Analyse video content by extracting frames with ffmpeg and using AI vision

使用 Vercel AI SDK v6 稳定版构建后端 AI。涵盖 Output API（替代 generateObject/streamObject）、语音合成、转录、嵌入、MCP 工具及安全指南。包含 v4→v5 迁移和 15 种错误解决方案及变通方法。适用场景：实现 AI SDK v5/v6、版本迁移、排查 AI_APICallError、Workers 启动问题、Output API 错误、Gemini 缓存问题、Anthropic 工具错误、MCP 工具或流恢复失败。

使用 HTML/CSS/JavaScript/React 构建高质量的可视化 Web 产物——包括网页、落地页、仪表盘、交互式原型、HTML 幻灯片、动画演示、UI 模型、数据可视化等。当用户的请求涉及可视化、交互式或前端交付物时，请使用此技能，包括： - 创建网页、落地页、仪表盘、营销页面 - 构建交互式原型或 UI 模型（带设备边框） - 构建 HTML 幻灯片/演示文稿 - 创建 CSS/JS 动画或基于时间轴的动画演示 - 将设计模型、截图或 PRD 转换为交互式实现 - 数据可视化（Chart.js / D3 等） - 设计系统 / UI Kit 探索 即使用户没有明确提及“HTML”或“网页”，只要其意图是生成可视化、交互式或用于展示的内容，均适用此技能。 不适用场景：纯后端逻辑、CLI 工具、数据处理脚本、非可视化代码任务、命令行调试。

Browser automation powers web testing, scraping, and AI agent interactions. The difference between a flaky script and a reliable system comes down to…

Instrument a Python application with the Elastic Distribution of OpenTelemetry (EDOT) Python agent for automatic tracing, metrics, and logs. Use when adding observability to a Python service that has no existing APM agent.

Build type-safe LLM applications with DSPy.rb — Ruby's programmatic prompt framework with signatures, modules, agents, and optimization. Use when implementing…

Transform AI agents from task-followers into proactive partners that anticipate needs and continuously improve. Includes memory architecture with…

Resolve data lake and lakehouse asset references across Glue Data Catalog, S3, S3 Tables, and Redshift. Triggers on: find the table, where is our data, which table has, locate dataset, find data for, search catalog, what tables match, Redshift table, lakehouse table, data lake table, warehouse table, reverse lookup S3 path. Do NOT use for: full catalog audits (use exploring-data-catalog), running queries (use querying-data-lake), creating tables (use creating-data-lake-table).

Instrument a Java application with the Elastic Distribution of OpenTelemetry (EDOT) Java agent for automatic tracing, metrics, and logs. Use when adding observability to a Java service that has no existing APM agent.

Instrument a .NET application with the Elastic Distribution of OpenTelemetry (EDOT) .NET SDK for automatic tracing, metrics, and logs. Use when adding observability to a .NET service that has no existing APM agent.