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Design a Google Cloud system for data analysis or machine learning with AI agents. Turn requirements into product choices, an architecture diagram, infrastructure configuration, deployment instructions, and validation steps, with user reviews between phases.

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• Design a data analysis system with multiple AI agents
• Choose Google Cloud products for analytical requirements
• Prepare an architecture diagram and deployment guide

Integrate Google's IMA DAI SDK for dynamic ad insertion into web, mobile, and TV video players. The skill guides setup and stream requests for live or on-demand HLS and DASH content configured in Google Ad Manager.

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• Adding DAI live playback to a web video player
• Integrating on-demand video playback on Android or iOS
• Implementing DAI playback for tvOS, Cast, or Roku

Create, reply to, and resolve comments on Google Drive files, including Docs, Sheets, and Slides. Include exact quotes, cell ranges, or slide numbers so readers can locate feedback even when comments appear without an attached location.

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• Reviewing a document with quoted passages in comments
• Leaving feedback on specific spreadsheet cells
• Commenting on slide text with slide numbers

Plan and carry out agent deployments on Google Cloud using agents-cli. The guide covers deployment targets, permissions, secrets, automated build and deployment pipelines, verification, and recovery procedures for agents built with supported frameworks.

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• Comparing Agent Runtime, Cloud Run, and GKE
• Setting up automated build and deployment pipelines
• Configuring secrets and service account permissions

Manage Google Workspace via the gws CLI — Drive, Gmail, Sheets, Docs, Slides, People, Chat, Meet, Forms, and cross-service workflows. Use when asked to send email, read/write spreadsheets, upload files to Drive, manage contacts, create presentations, send Chat messages, create docs, or any Google Workspace operation. Also triggers on "gws", "Google Drive", "Google Sheets", "Gmail", "Google Docs", "Google Slides", "Google Chat", "Google Meet", "Google Forms", "check my inbox", "upload to Drive", "read spreadsheet", "send an email", "create a doc", "send a chat message", "create a presentation".

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Locates and loads the right Google product skill on demand from a remote catalog index, instead of preloading every skill. Use at the START of any request touching a Google product, API, or developer platform - including Google Cloud (GKE, Cloud Run, IAM, BigQuery, Vertex AI, Spanner), Google Ads, Google Analytics, Google Workspace (Gmail, Drive, Admin SDK), Chrome and Chrome extensions, Android, Firebase, YouTube, Google Maps, Gemini and the Gemini API, Google Play, and Flutter. Consult the index before answering from memory or searching the web. Don't use for non-Google products.

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에이전트로 Gmail 메일과 Calendar 일정을 확인하고, Drive 파일 검색·공유부터 Docs 문서 작성과 Sheets 표 업데이트까지 함께 처리합니다.

• 오늘 일정과 긴급 메일 확인
• Gmail 메일 검색과 답장
• Drive 자료 검색과 공유

Create and edit Google Forms, inspect existing forms, and read survey responses through an agent. The skill connects answers to their questions and retrieves every response when a complete set is requested.

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• Create a feedback survey
• Update an existing form's description
• Read survey responses alongside their questions

Build and simulate quantum circuits in Python with Cirq. Compare noise effects, test parameter values, transform circuits for hardware constraints, and prepare experiments for Google Quantum AI or supported providers when the required access is available.

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• Building and simulating quantum circuits
• Comparing measurement results at different noise levels
• Testing circuits across a range of parameter values

Set up automated Android builds and Google Play publishing with GitHub Actions. Supports TWA, React Native, Flutter, and native Android, with signing setup, separate testing and production tracks, and automatic build-number increments on main.

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• Setting up Google Play publishing from GitHub
• Separating internal, alpha, beta, and production releases
• Automating versionCode increments on main

Create an expense tracker in Google Sheets with columns for date, category, description, and amount. Add an initial expense entry, then give a manager read-only access to the spreadsheet.

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• Creating a new expense tracking spreadsheet
• Adding column headers and an initial expense entry
• Sharing expense records with a manager for viewing

Send a team announcement through Gmail, then post a notice in a Google Chat space. Use email for the announcement details and a chat message to ask teammates to check their inbox.

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• Announce policy changes by email and chat
• Send an important update through both channels
• Ask a team in Google Chat to check an announcement email

Find Gmail messages with attachments, retrieve the attached files, and upload them to a chosen Google Drive folder. The workflow includes filtering messages by sender and checking message details before downloading.

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• Save attachments from a specific sender
• Store emailed documents in a chosen Drive folder
• Find messages with attachments and inspect their details

Manage Google Drive files, folders, and shared drives through gws commands. Search, upload, download, and export files, review comments, and manage sharing permissions to organize documents and control who can access them.

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• Find files and folders in Google Drive
• Upload files and export documents
• Review and update sharing permissions

Manage Google Keep notes through an agent, including creating, retrieving, listing, and deleting notes. The skill also covers downloading attachments and working with note permissions, which control access.

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• Create a new Google Keep note
• List notes and retrieve their contents
• Download a note attachment

Review Google Cloud workloads using the Performance Optimization pillar of the Well-Architected Framework. Assess performance requirements and architecture, then get actionable recommendations for resource allocation, caching, independent components, automatic scaling, and ongoing monitoring.

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• Review resource capacity for expected peak demand
• Assess automatic scaling for traffic spikes
• Review component design for independent scaling

Create and connect to managed MySQL, PostgreSQL, or SQL Server databases on Google Cloud. This skill guides instance setup, database creation, access permissions, and connection steps, with references for backups, security, and Terraform configuration.

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• Create a PostgreSQL database on Google Cloud
• Connect to a database through Cloud SQL Auth Proxy
• Review database permissions and backup options

Evaluate AI models and agents on Google Cloud using test datasets and scoring criteria. Generate simulated user scenarios, analyze failures, and compare results across changes to guide improvements to prompts and code.

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• Build evaluation datasets from conversation logs
• Generate simulated user scenarios
• Choose scoring criteria for responses and tool use

Turn plain-language requests into Cloud Logging queries for Google Cloud. Generate service-specific filters to find errors, investigate issues, or review audit logs using LQL, the language used to search these logs.

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• Finding recent error logs
• Filtering logs for a specific Google Cloud service
• Investigating who changed or accessed a resource

Coordinate employee offboarding across Okta, Google Workspace, Google Drive, and GitHub. Revoke access, reclaim licenses, and report checklist results, with human approval required for ownership transfers and no account deletion.

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• Process newly flagged employee departures
• Offboard a specific employee on request
• Transfer document ownership with human approval

Create and debug formulas for Excel and Google Sheets, including formulas that return multiple results. Get placement instructions, worked examples, checks for blanks and duplicates, and equivalent formulas when moving between platforms.

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• Create formulas from sample data and expected results
• Fix errors caused by blanks or duplicate values
• Convert formulas between Excel and Google Sheets

Audit Google Ads conversion measurement, search terms, keywords, creative assets, bidding, budgets, and settings. Use account evidence to identify wasted spend and prioritize improvements across Search, Shopping, Performance Max, and Demand Gen without changing campaigns.

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• Checking conversion tracking and account settings
• Finding wasted spend in search terms reports
• Reviewing negative keywords against business relevance

Audit Microsoft Advertising tracking, search and audience campaigns, Google Ads imports, keywords, bidding, and budgets. Get prioritized recommendations with supporting evidence and clearly marked gaps, while keeping campaign changes outside the audit.

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• Check UET tracking and conversion settings
• Review campaigns imported from Google Ads
• Audit keywords, bidding, and budget allocation

Manage Google Tasks through gog: view task lists, add or update tasks, mark work complete, and remove entries. The workflow includes explicit account selection and checks before changes.

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• Reviewing tasks in a task list
• Adding or updating tasks
• Marking tasks complete or reopening them