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Set up a managed Kubernetes environment on Google Cloud, from choosing Autopilot or Standard to creating a GKE cluster, obtaining kubectl connection credentials, and deploying workloads. Includes guidance on private clusters and resource requests.

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• Choosing between Autopilot and Standard
• Creating a private GKE cluster
• Obtaining kubectl credentials for a cluster

Manage credentials for Git access and deployments in KubeSphere DevOps. Covers SSH keys, passwords, API tokens, and Kubernetes connection settings, including their use in Jenkins pipelines and troubleshooting synchronization failures.

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• Register credentials for private Git repositories
• Use deployment credentials in Jenkins pipelines
• Investigate credentials missing from Jenkins

Create and review Kubernetes configuration files with examples for health checks, access permissions, resource limits, and automatic scaling. Use the included kubectl commands to investigate container crashes, memory shortages, and deployment problems.

中文简介正在准备中。当前显示英语简介。

• Create Kubernetes deployment configuration
• Review health checks and resource limits
• Investigate repeatedly crashing containers

Investigate business email compromise, where impersonated executives or vendors request payments or sensitive data. Check sender details, unusual communication patterns, mailbox changes, and payment approval procedures to develop detection rules and verification controls.

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• Investigating emails impersonating executives or vendors
• Reviewing requests to change vendor bank details
• Building detection rules for fraudulent payment requests

Audit Kubernetes access rules to find excessive permissions and service account token abuse paths. Trace which users or workloads could gain cluster administrator access, then produce prioritized findings and recommendations for reducing permissions.

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• Reviewing Kubernetes privilege escalation paths
• Checking permissions after an RBAC change
• Tracing workloads with overprivileged service accounts

Reconstruct Windows folder browsing activity from Shellbag registry records using SBECmd and ShellBags Explorer. Investigate traces of deleted directories, disconnected USB drives, and network shares while accounting for limits in what the records and timestamps show.

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• Reconstructing a user's folder browsing history
• Investigating browsing traces on disconnected USB drives
• Checking access traces for deleted folders

Helps deploy, manage, and troubleshoot applications on Kubernetes using kubectl and Helm. Covers container logs, resource settings, network access, and deployment strategies to investigate failures and review how applications run.

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• Investigating repeatedly crashing containers
• Reviewing deployment and resource settings
• Troubleshooting service connectivity and DNS

Investigate suspicious email forwarding and hidden inbox rules that may expose messages after an account compromise. The skill guides log analysis, validation, and reporting, helping analysts document evidence, assess risk, and recommend response actions.

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• Investigating external forwarding after an account compromise
• Checking rules that delete security alerts
• Hunting for rules that forward executive emails

Operate FrontendIntegration resources from existing YAML definitions using kubectl, the Kubernetes command-line tool. Manage updates and enabled state, inspect build output, troubleshoot failures, and install or manage the frontend-forge extension.

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• Create a FrontendIntegration from existing YAML
• Update, enable, or disable a FrontendIntegration
• Inspect build output and troubleshoot failures

Assess Kubernetes security from an existing pod or API access point. Covers permission checks, exposed node services, secrets, host access, and cloud metadata to explain how configuration weaknesses can expand access across a cluster.

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• Review service account permissions and RBAC settings
• Assess host access and secrets exposure from pods
• Trace access paths from a cluster to cloud infrastructure

2025年最前沿的AI原生开发范式——VibeCoding。覆盖：Prompt-to-Product工作流、多轮对话管理、AI编码助手协作策略、代码质量保障、v0.dev/Lovable/Claude Code/Replit Agent工具链集成。触发词：vibecoding、VibeCoding、AI原生开发、提示即产品、AI pair programming、conversation-driven coding、prompt engineering for products

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Monitor a specific Vercel deployment in Codex and report when it becomes ready or fails. The skill identifies the exact deployment, checks its recorded state, and includes dashboard and preview links in the notification.

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• Wait for a PR preview deployment to become ready
• Monitor the deployment for a specific commit
• Receive a notification when deployment succeeds or fails

Trace how JWT, JWS, and JWE tokens become accepted identities or privileges in a CTF sandbox. Examine headers, key selection, and claims, the token's attributes, then preserve a minimal reproducible path demonstrating validation confusion.

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• Inspect token headers and key selection in a CTF sandbox
• Trace how token claims become application permissions
• Build a minimal reproduction of token acceptance confusion

Set up AI email screening that compares writing style and communication habits to identify impersonation and suspicious payment requests. Connect detection policies to quarantine, warning banners, and analyst review workflows.

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• Detecting executive impersonation in emails
• Reviewing vendor payment change requests
• Flagging unusual employee email behavior

Investigate suspected email account takeovers by examining audit logs, sign-ins, inbox rules, and app permissions. Identify suspicious forwarding, unlikely travel between sign-ins, and unusual access, then summarize findings and recommended containment actions in a severity-rated report.

中文简介正在准备中。当前显示英语简介。

• Investigating suspected business email compromise
• Checking for suspicious external forwarding rules
• Reviewing unusual sign-ins and app permissions

Guides migration of existing AI inference workloads to self-hosted GKE, Google’s managed Kubernetes service. Covers requirements, GPU sizing, deployment configuration, model storage, validation, and traffic cutover using gcloud and kubectl.

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• Migrating an existing Cloud Run AI service to GKE
• Planning a self-hosted replacement for Gemini API inference
• Sizing GPUs and preparing deployment configuration

Code review from the Kent Beck Simple Design 4 Rules perspective. God Object splitting, SRP, duplication removal, naming, cyclomatic complexity. Triggered by "kent beck", "simple design", "simplify", "refactoring" ("리팩토링"), "refactor", "god object", "SRP" keywords.

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Find over-permissive RBAC roles and service-account token abuse paths in Kubernetes using kubectl auth can-i, rbac-police, kubectl-who-can, and rakkess during authorized cluster security reviews.

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Trace OAuth and OIDC sign-in flows in a CTF sandbox, from redirects through token exchange to application acceptance. Show where tokens become a recognized identity or permission, and preserve the smallest reproducible flow.

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• Trace sign-in redirects and callback parameters
• Inspect state, nonce, and PKCE validation
• Check how tokens become application identity or permissions

Review suspicious emails for phishing and business email fraud by examining sender authentication, message content, links, and attachments. Organize indicators of compromise, which are traces of malicious activity, and recommend controls for the email environment.

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• Investigating a suspected phishing email
• Reviewing SPF, DKIM, and DMARC settings
• Checking for business email fraud

Design and refactor Python components with clear responsibilities and simple structure. Assess when to split large classes, combine objects instead of extending them, and extract shared code without introducing unnecessary abstractions.

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• Defining responsibilities for a new Python component
• Splitting oversized classes and functions
• Deciding when to extract shared code

Audit Kubernetes RBAC, the rules that assign access through roles, to identify excessive permissions, risky role assignments, and paths to gaining higher privileges. Review service accounts and produce findings with recommended permission changes.

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• Reviewing access permissions in shared Kubernetes clusters
• Finding accounts that can read secrets or gain higher privileges
• Checking service account token mounts

Investigate Office 365 account compromise by reviewing audit logs, email forwarding rules, mailbox permissions, and application access grants. Produce a JSON report with risk scores and a timeline showing suspicious activity and affected mailboxes.

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• Investigating suspicious email forwarding
• Reviewing mailbox delegation changes
• Checking suspicious application access grants

Organize the outputs of a substantial work session into linked knowledge pages with sources. A seven-phase review checks classification rules, identifies reusable workflows, audits overlapping skills, and verifies that saved pages and skills can be found.

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• Saving the findings from a completed research session
• Organizing outputs from a development session
• Finding workflows worth turning into reusable skills