Set up distributed tracing with Jaeger and Tempo to follow requests across services. Examine delays, service dependencies, and error propagation, with guidance on sampling, linking logs to traces, and troubleshooting missing trace data.
中文简介正在准备中。当前显示英语简介。
- Investigating slow requests across services
- Understanding service dependencies
- Tracing how errors spread
wshobson/agents☆ 4.1万2026年10月20日 更新
Add structured logs, performance metrics, and traces that follow requests across Python services. Establish consistent log fields and request IDs so production failures can be investigated using recorded activity and service health signals.
中文简介正在准备中。当前显示英语简介。
- Adding searchable JSON logs
- Collecting service metrics with Prometheus
- Following requests across multiple services
wshobson/agents☆ 4.1万2026年10月20日 更新
Write incident review documents that focus on system conditions and learning. Organize timelines, examine root causes with evidence, and turn findings into practical follow-up actions with owners and deadlines, supported by a meeting facilitation guide.
中文简介正在准备中。当前显示英语简介。
- Writing a review after a service outage
- Analyzing root causes with the 5 Whys method
- Preparing an incident review meeting
wshobson/agents☆ 4.1万2026年10月20日 更新
Configure Turborepo builds for projects containing multiple apps and shared packages. Set task dependencies, reuse saved build outputs locally or remotely, limit runs to affected packages, and investigate why cached results are not being reused.
中文简介正在准备中。当前显示英语简介。
- Setting up build tasks in a new Turborepo project
- Sharing cached build outputs between local machines and CI
- Running builds only for affected packages
wshobson/agents☆ 4.1万2026年10月20日 更新
Generate Kubernetes YAML files that define how applications run, connect, receive configuration, and use persistent storage. Include resource limits, health checks, security settings, labels, and validation guidance for production-oriented deployments.
中文简介正在准备中。当前显示英语简介。
- Creating Deployment and Service manifests
- Separating configuration with ConfigMaps and Secrets
- Defining persistent storage for applications
wshobson/agents☆ 4.1万2026年10月20日 更新
Set up Kubernetes deployments with ArgoCD or Flux CD using GitOps, an approach that stores the desired system configuration in Git. Configure automatic synchronization, staged rollouts, secret management, and deployment workflows across environments or clusters.
中文简介正在准备中。当前显示英语简介。
- Setting up automatic deployments from Git
- Managing deployments across multiple Kubernetes clusters
- Configuring canary or blue-green releases
wshobson/agents☆ 4.1万2026年10月20日 更新
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.
中文简介正在准备中。当前显示英语简介。
- Prepare an on-call shift handoff summary
- Transfer incident response leadership during an active incident
- Arrange asynchronous handoffs across time zones
wshobson/agents☆ 4.1万2026年10月20日 更新
Create incident response runbooks with ordered recovery steps, severity levels, escalation contacts, and status update templates. Help on-call engineers follow clear procedures during outages, verify recovery, and keep stakeholders informed.
中文简介正在准备中。当前显示英语简介。
- Writing a payment service outage runbook
- Documenting database incident recovery
- Preparing guides for new on-call engineers
wshobson/agents☆ 4.1万2026年10月20日 更新
Investigate active macOS connection failures without changing network settings. Uses built-in tools to distinguish local network, DNS name lookup, upstream path, and application problems, then reports evidence, confidence, and the next useful diagnostic check.
中文简介正在准备中。当前显示英语简介。
- Investigate API or MCP service timeouts
- Check failed or inconsistent DNS lookups
- Locate likely causes of video call lag
wshobson/agents☆ 4.1万2026年10月20日 更新
Build Helm charts, reusable packages for deploying Kubernetes applications. Organize templates, manage configuration values for different environments, document settings, and validate charts before packaging or installation, with guidance for troubleshooting deployment and dependency problems.
中文简介正在准备中。当前显示英语简介。
- Create a Helm chart from scratch
- Package a Kubernetes application for distribution
- Manage deployment settings across environments
wshobson/agents☆ 4.1万2026年10月20日 更新
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.
中文简介正在准备中。当前显示英语简介。
- Designing CI/CD pipelines across multiple environments
- Introducing canary or blue-green releases
- Investigating stalled approvals and release gates
wshobson/agents☆ 4.1万2026年10月20日 更新
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.
中文简介正在准备中。当前显示英语简介。
- Trace requests across multiple services
- Create communication metrics and dashboards
- Investigate latency, errors, and connectivity issues
wshobson/agents☆ 4.1万2026年10月20日 更新
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.
中文简介正在准备中。当前显示英语简介。
- Moving API keys and passwords out of source code
- Connecting CI/CD pipelines to secret stores
- Planning automated or manual credential rotation
wshobson/agents☆ 4.1万2026年10月20日 更新
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.
中文简介正在准备中。当前显示英语简介。
- Create reusable cloud infrastructure modules
- Standardize Terraform conventions across a team
- Connect network and database modules
wshobson/agents☆ 4.1万2026年10月20日 更新
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.
中文简介正在准备中。当前显示英语简介。
- Automating builds and tests in GitLab
- Reviewing caches to improve pipeline performance
- Separating staging and production deployments
wshobson/agents☆ 4.1万2026年10月20日 更新
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.
中文简介正在准备中。当前显示英语简介。
- Install Linkerd on Kubernetes
- Configure service authentication and access policies
- Shift a portion of traffic to a new release
wshobson/agents☆ 4.1万2026年10月20日 更新
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.
中文简介正在准备中。当前显示英语简介。
- Finding oversized or idle cloud resources
- Comparing pricing models for steady workloads
- Reviewing storage tiers and retention policies
wshobson/agents☆ 4.1万2026年10月20日 更新
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.
中文简介正在准备中。当前显示英语简介。
- Introduce zero-trust service communication
- Plan certificate rotation and expiry monitoring
- Investigate TLS handshake failures
wshobson/agents☆ 4.1万2026年10月20日 更新
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.
中文简介正在准备中。当前显示英语简介。
- Send a small share of traffic to a new service version
- Configure retries, timeouts, and failure isolation
- Copy traffic to a test environment
wshobson/agents☆ 4.1万2026年10月20日 更新
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.
中文简介正在准备中。当前显示英语简介。
- Connect an on-premises data center to the cloud
- Plan connectivity for a gradual cloud migration
- Design redundant links and automatic failover
wshobson/agents☆ 4.1万2026年10月20日 更新
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.
中文简介正在准备中。当前显示英语简介。
- Automating tests for pushes and pull requests
- Building and publishing Docker images
- Deploying to Kubernetes with production approvals
wshobson/agents☆ 4.1万2026年10月20日 更新
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.
中文简介正在准备中。当前显示英语简介。
- Planning a system across multiple cloud providers
- Designing disaster recovery in another cloud
- Comparing cloud services for a workload
wshobson/agents☆ 4.1万2026年10月20日 更新
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.
中文简介正在准备中。当前显示英语简介。
- Check version consistency and changelog readiness
- Build release packages and test basic behavior
- Prepare checksums and release notes
codewhale-hq/Codewhale☆ 4.1万2026年10月22日 更新
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.
中文简介正在准备中。当前显示英语简介。
- Checking workers in a Codewhale fleet run
- Assessing whether a temporary failure warrants a restart
- Resuming a run after a manager restart
codewhale-hq/Codewhale☆ 4.1万2026年10月22日 更新