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Prepare handoffs between engineers responsible for responding to system incidents. Organize active incidents, investigations, recent changes, and upcoming events into shift summaries, with guidance for mid-incident transfers, asynchronous updates, and checks that the incoming engineer receives alerts.

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• Prepare an on-call shift handoff summary
• Transfer incident response leadership during an active incident
• Arrange asynchronous handoffs across time zones

Manage API keys, passwords, and certificates used in CI/CD, the automated process for testing and deploying software. Connect secret stores, plan credential rotation, restrict access, and prevent sensitive values from appearing in logs.

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• Moving API keys and passwords out of source code
• Connecting CI/CD pipelines to secret stores
• Planning automated or manual credential rotation

Build GitLab workflows that automate building, testing, and deployment. The skill covers pipeline stages, dependency caching, runners that execute jobs, and manual approval before production deployment, with examples for Docker, Kubernetes, and Terraform.

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• Automating builds and tests in GitLab
• Reviewing caches to improve pipeline performance
• Separating staging and production deployments

Set up monitoring for communication between services in Istio or Linkerd environments. Combine metrics, logs, and distributed traces, which follow requests across services, to investigate delays and errors, visualize dependencies, and define service quality targets.

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• Trace requests across multiple services
• Create communication metrics and dashboards
• Investigate latency, errors, and connectivity issues

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.

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

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.

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

Create GitHub Actions workflows to automate testing, builds, and deployments. Includes patterns for Docker image publishing, Kubernetes deployment, security scans, and testing across multiple environments, plus reusable workflows and approval steps for production releases.

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• Automating tests for pushes and pull requests
• Building and publishing Docker images
• Deploying to Kubernetes with production approvals

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.

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

Configure Linkerd to manage communication between services on Kubernetes. Covers installation, mutual authentication between services, access policies, gradual traffic shifts to new releases, retries, timeouts, and monitoring commands for inspecting traffic and diagnosing connection issues.

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• Install Linkerd on Kubernetes
• Configure service authentication and access policies
• Shift a portion of traffic to a new release

Design CI/CD pipelines that move applications through development, staging, and production. Define approval and security checks, gradual release strategies, health checks, and rollback procedures, and investigate gates or deployments that fail to progress.

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• Designing CI/CD pipelines across multiple environments
• Introducing canary or blue-green releases
• Investigating stalled approvals and release gates

Set up mutual TLS, where services verify each other's certificates, to secure internal communication. The skill guides certificate hierarchy, rotation, gradual enforcement, and troubleshooting connection failures across services and clusters.

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• Introduce zero-trust service communication
• Plan certificate rotation and expiry monitoring
• Investigate TLS handshake failures

Configure how traffic moves between services in Istio, a system for managing service communication. Includes routing, load balancing, gradual releases, retries, failure isolation, copied traffic for testing, and commands for inspecting configuration.

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• Send a small share of traffic to a new service version
• Configure retries, timeouts, and failure isolation
• Copy traffic to a test environment

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.

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

Prepare a specified software version for release by checking version consistency and changelog readiness, building packages, and testing basic behavior. Produce checksums, release notes, and a readiness report; public release actions require separate authorization.

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• Check version consistency and changelog readiness
• Build release packages and test basic behavior
• Prepare checksums and release notes

Manage Codewhale fleet runs by inspecting workers, the agents carrying out tasks, and reviewing logs and artifacts. Classify failures, choose a supported recovery action or draft a request for human review, and summarize evidence and follow-up ownership.

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• Checking workers in a Codewhale fleet run
• Assessing whether a temporary failure warrants a restart
• Resuming a run after a manager restart

Diagnose missing recall, failed captures, and connection errors in the OpenViking memory plugin for Codex. Check installation, configuration, authentication, and server readiness, then use the findings to guide fixes and verify that memory works again.

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• Investigate missing recall or unsaved conversations
• Check plugin status after installation or updates
• Diagnose 401 and 403 authentication errors

Diagnose OpenViking memory problems by checking plugin installation, client settings, server connections, and recent activity. The skill helps trace missing recalled context, failed saves, and authentication errors, then guides targeted fixes and checks whether they worked.

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• Investigating missing recalled context
• Checking whether conversation records were saved
• Troubleshooting 401 or 403 authentication errors

Set up and maintain an OpenViking server, from configuration and installation to startup, shutdown, and health checks. Includes troubleshooting through logs and a data cleanup procedure with backups and explicit deletion confirmation.

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• Setting up an OpenViking server
• Checking server health and investigating startup failures
• Resetting stored data after creating a backup

Prepare and publish Windows apps to the Microsoft Store using msstore. Covers account credentials, application packaging, submission tracking, beta testing groups, gradual releases, and automated publishing through CI/CD pipelines.

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• Set up credentials for Microsoft Store publishing
• Package and submit a Windows app
• Check submission status and update listing metadata

Manage Namecheap domains and DNS records, which connect domain names to services, through its API. List domains, edit records, switch nameservers, and configure email forwarding, with guidance for initial credentials and allowed IP setup.

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• List registered domains and current DNS records
• Add or update A, CNAME, MX, and TXT records
• Switch nameservers for a domain

Create multi-stage Dockerfiles that separate building an application from running it. Guides image selection, caching, file inclusion, permissions, and health checks to produce smaller container images with only the dependencies needed at runtime.

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• Separating build and runtime stages
• Reducing files and packages in the final image
• Reordering layers to reuse the build cache

Plan the deployment and management of MCP-connected agents in Microsoft 365. Get admin center instructions for approval, user and group assignments, access controls, security reviews, and monitoring throughout the agent lifecycle.

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• Rolling out an agent to selected departments
• Reviewing authentication and permissions before deployment
• Planning internal or public store publication

Create a structured review after a production incident, focusing on systems and processes without blaming individuals. Reconstruct events, quantify impact, investigate causes, and document specific follow-up actions with named owners and deadlines.

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• Write a review after a production outage
• Reconstruct an incident timeline from records
• Separate root causes from contributing factors

Turn existing Azure infrastructure into Terraform code using Azure Verified Modules, reusable infrastructure components. Discover resources, document dependencies, derive import addresses from module source, and check plans for unwanted changes to the live environment.

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• Bring existing Azure resources under Terraform management
• Generate code for a subscription or resource group
• Document resource dependencies and architecture