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Work with Apache Beam I/O connectors, components that read and write external data. Get guidance on connector usage, unit and integration tests, troubleshooting data connections, and the basic structure of new connectors.

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• Add BigQuery or Kafka reads and writes to a pipeline
• Run unit and integration tests for connectors
• Investigate data source or destination issues

Run flowctl catalog status to check the control-plane state of an Estuary resource, or list catalog specs to see which connectors exist and which are active. Use when checking whether a task is running, disabled, or failing, interpreting status output, or enumerating connectors. Use when user says "check task status", "is my capture running", "catalog status", "flowctl catalog status", "what's wrong with my capture", "task failing", "check catalog status", "collection status", "derivation status", "why is my task disabled", "list my connectors", "show me my connectors", "list captures", "list materializations", "what connectors do I have", or "show me all my active connectors".

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Find and call external service actions through Kortix connectors, choosing the appropriate connected account. Use the CLI for agent tasks or the TypeScript SDK for reusable workflows, with third-party credentials handled by the gateway.

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• Finding available external service actions
• Choosing among connected accounts
• Adding a service connection

Deploy Prisma Access to secure access to internal applications for remote users and branches. Configure connectors, GlobalProtect agents, access policies based on user groups and device security, and centralized logging through Strata Cloud Manager.

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• Migrating VPN and branch security to Prisma Access
• Restricting internal app access by user and device
• Integrating access controls with existing Palo Alto NGFW systems

Deploy the QM package from an organization-owned deployment repository to Fly.io or AWS. Set up an administrator, choose a model provider and sign-in method, configure connectors, and optionally activate Slack, with acceptance checks before handoff.

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• Deploy QM to Fly.io or AWS
• Set up an initial QM administrator
• Configure a model provider and sign-in method

Deploy QM to Fly.io or AWS, set up administrator access, and configure connectors. The workflow covers model provider and sign-in choices, optional Slack activation, automated live checks, and a manual web acceptance check.

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• Deploying QM to Fly.io or AWS
• Setting up initial administrator access
• Configuring connectors and optional Slack access

Build Apache Beam connectors that read and write external data. This guide covers Java implementation, schema support for structured records, access from Python and Go, Managed API integration, and testing.

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• Add a connector for an external data system
• Make a Java connector available to Python and Go
• Integrate a connector with Beam YAML and the Managed API

按照现有项目的实现方式添加外部API集成功能，统一配置、身份验证、错误处理、注册与测试，使新增集成与项目中已有的连接器保持一致。

• 为现有项目添加Jira集成
• 按现有方式实现Slack集成
• 完善集成注册与测试

Create and edit Draw.io diagrams through text commands, then export them as PNG, PDF, or SVG files. Manage shapes, connectors, and pages, undo edits, and retrieve structured JSON output that an AI agent can read.

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• Create a diagram with shapes and connectors
• Update labels and layouts in an existing diagram
• Organize a diagram across multiple pages

Organize Power Automate flows by business impact and responsible team using FlowStudio’s cached records. Find resources without active owners, audit connections to other services, review compliance metadata, and configure notifications for failures or missing runs.

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• Review flows for missing governance information
• Find resources owned by departing employees
• Audit connectors and premium license needs

Configure Zscaler Private Access to replace VPN access with access to specific internal applications. The skill covers connectors, application groups, identity and device checks, browser access, and logging for deployment and migration reviews.

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• Migrating remote access from VPN to ZPA
• Limiting application access by user group and device condition
• Providing contractors with browser access to approved applications

Build an OpenCTI pipeline that adds external context to indicators of compromise, such as suspicious IP addresses. Connect intelligence services, relate indicators to known attackers and campaigns, and score confidence to help analysts prioritize investigations.

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• Deploying OpenCTI and configuring enrichment connectors
• Automatically adding context to suspicious IP addresses and domains
• Relating indicators to known attackers and campaigns

Build LlamaIndex applications that retrieve relevant material before generating answers, a method called RAG. Connect documents, websites, and databases to support document questions, conversational search, structured summaries, and checks of answer relevance and source consistency.

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• Building question answering over internal documents
• Creating a chatbot that remembers the conversation
• Searching information across files, websites, and databases

Connect cognee to additional databases and data sources through community packages. The skill covers installing and registering adapters, importing data through connectors, configuring monitoring, and developing extension packages with examples and tests.

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• Connect cognee to Qdrant or another database
• Import data from Slack or Gmail
• Configure monitoring with Keywords AI

Maintain an ongoing social content calendar, learn the owner's writing style, and prepare Canva graphics and captions. Adapt approved content across channels and stage posts for review, with manual posting plans available when connectors are absent.

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• Plan and maintain a monthly social posting calendar
• Draft captions in an established personal or brand voice
• Adapt approved content for multiple social channels

Guides developers in restricting server file access to approved directories. It covers validated download paths, agent file tools, local data connectors, and sandbox settings to address path traversal, where supplied paths escape their allowed location.

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• Reviewing file download routes
• Restricting agent file access to a workspace
• Checking local file connectors for cloud deployment

Guides building AI applications that search documents before answering questions, an approach called RAG. Covers importing files and web data, creating searchable indexes, adding conversational interfaces, and evaluating whether answers match the retrieved material.

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• Build a question-answering system for internal documents
• Create a chatbot that remembers conversation context
• Search information across files, web pages, and databases

Create and edit FigJam boards through Figma's use_figma tool. Organize meeting or brainstorming content with sections, sticky notes, shapes, connectors, and tables, and inspect existing board elements before updating their text, styling, or positions.

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• Prepare a brainstorming board with sticky notes
• Build a retrospective or meeting board
• Draw diagrams with shapes and connectors

Create and edit FigJam boards through Figma's use_figma tool. Organize meeting or brainstorming content with sections, sticky notes, shapes, connectors, and tables, and inspect existing board elements before updating their text, styling, or positions.

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• Prepare a brainstorming board with sticky notes
• Build a retrospective or meeting board
• Draw diagrams with shapes and connectors

Integrate database drivers and connectors — connection pooling, query builders, ORM configuration, and multi-database abstraction layers.

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Export pcbComponent designs to Gerber files with RF connectors and fab service formatting for PCB manufacturing. TRIGGER: user asks to export a PCB design to Gerber, generate manufacturing files, or write out a pcbComponent for fabrication. Invoke BEFORE writing export code — gerberWrite signature (pcbComponent, connectors, filename) is non-obvious. SKIP: importing/reading PCB files (use matlab-read-pcb-layout), building PCB geometry (use matlab-assemble-pcb-layout), EM analysis (use matlab-analyze-em), material/stackup setup (use matlab-manage-pcb-material).

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Show integrations status: connected and available connectors, what each unlocks. "which connectors do I have"

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You are an expert in Airbyte, the open-source data integration platform with 300+ pre-built connectors. You help developers sync data from SaaS tools, databases, and APIs into data warehouses and lakes — handling incremental syncs, CDC (Change Data Capture), schema evolution, and error recovery for production data pipelines.

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Set up Claude Tag for oncall for a team, from that team's standing (public) oncall / monitoring channel. Two things: it sets the channel up for monitoring, so alerts and incident posts here (from a person or another Slack bot) get triaged and acted on automatically, and it finds and sets up the connectors, plugins and skills Claude uses for oncall. A workspace can have several such channels; run once in each, by anyone, and every run adds or updates that team's section in the one oncall memory in shared workspace memory. Use on "set up oncall", "init oncall", "configure Claude for on-call". Surveys the agent connectors an admin configured for Claude, proves one with a read-only pull so access is verified, explores tools, Slack, repos and docs to learn how oncall works here, then recommends what's missing and walks the team through setup. The result goes into the indexed oncall memory every channel reuses; the other skills (incident init, investigation, handoff) pick it up automatically.

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