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Investigate suspected malicious changes in open-source software on GitHub by comparing repository history, APIs, and archives. Attempt to recover deleted evidence, identify signs of compromise, and produce a report separating verified facts from hypotheses.

한국어 요약은 준비 중입니다. 영어 요약을 표시하고 있습니다.

• Investigate suspicious commits or workflow changes
• Attempt to recover commits hidden by rewritten history
• Trace possible credential leaks

Manage email, schedules, files, documents, and spreadsheets across Google services. Search and reply in Gmail, create Calendar events, share Drive files, and update Docs or Sheets through a command-line interface or the bundled Python client.

한국어 요약은 준비 중입니다. 영어 요약을 표시하고 있습니다.

• Reviewing today's schedule and urgent email
• Finding and replying to Gmail messages
• Finding and sharing Drive files

Guides implementation and maintenance of Claude applications using language-specific references and official SDKs, the libraries used to call the API. Covers tool integration, streaming responses, model migration, cost reviews, prompt audits, and evaluation workflows.

한국어 요약은 준비 중입니다. 영어 요약을 표시하고 있습니다.

• Adding Claude API calls to an application
• Building an agent that uses custom tools
• Migrating existing Claude integrations to another model

Create and update dashboards with charts, metrics, and tables drawn from connected data sources or attached files. Link displayed values to their sources so readers can inspect queries, calculations, and freshness while reviewing business indicators or recurring reports.

한국어 요약은 준비 중입니다. 영어 요약을 표시하고 있습니다.

• Track KPIs and progress toward targets
• Visualize CSV, TSV, or JSON data
• Build recurring reports from connected data

Build Claude applications using guidance for the official Anthropic SDK. Choose an integration approach, implement streaming and tool use, and follow workflows for model migration, prompt audits, evaluation, and cost optimization.

한국어 요약은 준비 중입니다. 영어 요약을 표시하고 있습니다.

• Build a summarization app with Claude API
• Choose how to run an agent with custom tools
• Migrate existing code to a newer Claude model

Guide HyperFrames video projects from setup and component selection through checks, previews, and rendering. Use command-line tools to inspect timelines, diagnose failures, compare frames, and choose local, batch, or cloud rendering for the finished composition.

한국어 요약은 준비 중입니다. 영어 요약을 표시하고 있습니다.

• Set up and preview a HyperFrames video project
• Diagnose build or rendering failures
• Render multiple videos from variable data

Plan video production and combine tools for footage search, capture, generation, audio, analysis, and captions. Select tools for each task based on quality, budget, available credentials, and offline needs, with guidance for source rights and review.

한국어 요약은 준비 중입니다. 영어 요약을 표시하고 있습니다.

• Turning a video concept into a script and storyboard
• Finding footage and music while recording usage rights
• Planning narration, music, and sound effects

Build Python workflows for filtering, grouping, joining, and reshaping table data with Polars. Get guidance on migrating pandas code and using lazy evaluation, which optimizes a processing plan before execution, for large datasets.

한국어 요약은 준비 중입니다. 영어 요약을 표시하고 있습니다.

• Filtering and summarizing large CSV files
• Migrating pandas processing code to Polars
• Joining and reshaping multiple tables

Find and download public cancer imaging data from NCI Imaging Data Commons. Select CT, MR, PET, or pathology datasets using metadata, view images in a browser, and check licenses and citations before using the data.

한국어 요약은 준비 중입니다. 영어 요약을 표시하고 있습니다.

• Find cancer images by disease, modality, or anatomical site
• Download selected DICOM image series
• View radiology and pathology images in a browser

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.

한국어 요약은 준비 중입니다. 영어 요약을 표시하고 있습니다.

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

Create or update reusable skills for AI agents. Plan clear instructions, organize scripts, reference documents, and templates, then validate the skill and package its files for distribution.

한국어 요약은 준비 중입니다. 영어 요약을 표시하고 있습니다.

• Turn recurring tasks into reusable agent skills
• Simplify an existing SKILL.md and organize references
• Bundle scripts and templates with a skill

Build and maintain an inventory of hardware, software, and cloud resources. Use guidance on automated discovery, ownership records, tagging checks, and integration with a configuration database to support operations and audit preparation.

한국어 요약은 준비 중입니다. 영어 요약을 표시하고 있습니다.

• Defining fields for an IT asset inventory
• Planning resource discovery across AWS, Azure, and GCP
• Checking ownership and cost allocation tags

Guide an authorized Android security assessment from app inventory and APK acquisition to decompilation, embedded secret checks, exposed component review, runtime inspection, and network traffic analysis. The skill provides documentation and examples rather than bundled executable helpers.

한국어 요약은 준비 중입니다. 영어 요약을 표시하고 있습니다.

• Inventory Android apps within an authorized scope
• Check APKs for embedded secrets and internal URLs
• Review exposed components and Firebase configuration

Adapt a resume to one specific job posting by mapping requirements to evidence from real experience. Identify gaps, revise emphasis and wording, check readability for applicant tracking systems, and optionally draft a cover letter.

한국어 요약은 준비 중입니다. 영어 요약을 표시하고 있습니다.

• Tailoring a resume to a specific job posting
• Mapping job requirements to relevant experience
• Checking wording and readability for hiring systems

Plan and configure connections between on-premises data centers and AWS, Azure, GCP, or OCI using VPNs or dedicated links. Cover routing, redundant connections, security controls, monitoring, troubleshooting, and connection costs.

한국어 요약은 준비 중입니다. 영어 요약을 표시하고 있습니다.

• Connect an on-premises data center to the cloud
• Plan connectivity for a gradual cloud migration
• Design redundant links and automatic failover

Build reusable Terraform modules for AWS, Azure, GCP, and OCI. Organize cloud infrastructure as code with documented inputs, validation, usage examples, provider version constraints, and Terratest tests for consistent provisioning.

한국어 요약은 준비 중입니다. 영어 요약을 표시하고 있습니다.

• Create reusable cloud infrastructure modules
• Standardize Terraform conventions across a team
• Connect network and database modules

Review cloud spending across AWS, Azure, GCP, and OCI. Guides resource sizing, discount commitments, storage policies, cost allocation tags, and budget alerts to identify waste and establish ongoing cost management while considering performance and reliability.

한국어 요약은 준비 중입니다. 영어 요약을 표시하고 있습니다.

• Finding oversized or idle cloud resources
• Comparing pricing models for steady workloads
• Reviewing storage tiers and retention policies

Plan systems across AWS, Azure, GCP, and OCI by comparing services and architecture patterns. Helps guide service selection, disaster recovery, migration planning, and cost decisions while considering ways to reduce dependence on a single provider.

한국어 요약은 준비 중입니다. 영어 요약을 표시하고 있습니다.

• Planning a system across multiple cloud providers
• Designing disaster recovery in another cloud
• Comparing cloud services for a workload

Create or update Claude skills that capture specialized knowledge and repeatable workflows. Guides the organization of instructions, scripts, references, and templates, then covers initialization, validation, and packaging into a distributable skill file.

한국어 요약은 준비 중입니다. 영어 요약을 표시하고 있습니다.

• Turning recurring work into a reusable Claude skill
• Organizing internal knowledge and API instructions
• Revising an existing skill after practical use

Turn recurring procedures and specialized knowledge into reusable agent skills. It guides the design of SKILL.md, scripts, reference documents, and output assets, then validates the structure and packages the files for distribution.

한국어 요약은 준비 중입니다. 영어 요약을 표시하고 있습니다.

• Turning a recurring task into an agent skill
• Organizing internal knowledge and reference documents
• Bundling scripts and templates with a skill

Turn written descriptions of processes, systems, and ideas into editable Excalidraw diagrams. Create flowcharts, mind maps, relationship diagrams, and architecture diagrams, then receive an .excalidraw file to open and refine.

한국어 요약은 준비 중입니다. 영어 요약을 표시하고 있습니다.

• Visualizing business procedures as flowcharts
• Explaining system components and connections
• Organizing brainstorming ideas into mind maps

Review Python and BigQuery pipelines for excessive costs, duplicate writes on reruns, and hard-to-diagnose failures. Receive a structured assessment with specific function and line references, prioritized fixes, and rough estimates of the largest cost risks.

한국어 요약은 준비 중입니다. 영어 요약을 표시하고 있습니다.

• Check BigQuery pipeline code before production use
• Estimate job counts and cost risks in loops
• Review duplicate writes when rerunning failed jobs

Manage the credentials Arize uses to call LLM providers such as OpenAI and Anthropic. Create, inspect, update, or delete connections, configure allowed models and authentication methods, and retrieve connection IDs for use in evaluations.

한국어 요약은 준비 중입니다. 영어 요약을 표시하고 있습니다.

• Connect an LLM provider to Arize
• Review existing connections and allowed models
• Rotate stored provider API keys

Assess serverless functions, primarily AWS Lambda, for unsafe execution of external input and unauthorized changes to code or added libraries. Combine source inspection, activity logs, and permission reviews to identify injection risks and recommend detection and prevention measures.

한국어 요약은 준비 중입니다. 영어 요약을 표시하고 있습니다.

• Reviewing Lambda event handlers for injection vulnerabilities
• Investigating unauthorized function or layer changes
• Checking privilege escalation through Lambda execution roles