DevOps & Infra

ascend-ai-coding Bundle

Directly launch Docker containers on Ascend NPU servers for users. Collect requirements and execute docker run commands with proper NPU device mounting, networking, volume mounts, and environment variables. Use when users need to: (1) Start a Docker container on an NPU server, (2) Create containers with NPU device access, (3) Configure and launch containers with specific networking or mount requirements.

ascend-ai-coding Bundle

Guide for connecting to remote servers via SSH, managing containers, and executing commands remotely. Covers SSH connection setup with multiple authentication methods (SSH key, sshpass, Paramiko, Fabric, tmux interactive), Docker container connection and command execution, file transfer, and troubleshooting. Use this skill whenever users need to: (1) Connect to a remote server or VPS via SSH, (2) Execute commands on remote machines, (3) Transfer files to/from remote servers, (4) Connect to Docker containers on remote hosts, (5) Set up SSH password authentication tools. Even if the user just says 'help me run something on my server' or 'connect to my machine', this skill applies.

ascend-ai-coding Bundle

Generates an executable, end-to-end VERL reinforcement learning quickstart runbook for Ascend/NPU (docker image, dataset preprocessing, model setup, main_ppo training, and examples/run_*.sh flow). Use when users mention verl, quickstart, PPO/GRPO, gsm8k, run_*.sh, Ascend, or NPU training.

ascend-ai-coding Bundle

Kubernetes 集群健康检查与安全修复 — 诊断问题，用户确认后执行修复

ascend-ai-coding Bundle

Automates GitCode open-source repo merge workflow: commit → push → issue → PR → pipeline → review → /lgtm & /approve → merge. Invoke when user wants to submit code to a GitCode open-source repository.

aws-samples Bundle

Use this skill to investigate and troubleshoot AWS Certificate Manager (ACM) problems by analyzing certificate status, validation state, renewal configuration, and following structured runbooks. Activate when: DNS validation failures, email validation issues, certificate pending validation, auto-renewal failures, imported certificate expiry, CloudFront certificate errors (us-east-1 requirement), ALB/NLB certificate issues, API Gateway custom domain certificate problems, private CA issues, certificate import failures, chain of trust errors, key algorithm problems, certificate transparency logging concerns, in-use certificate deletion errors, orphaned certificates, or the user says something is wrong with ACM without naming specific symptoms.

aws-samples Bundle

Use this skill to investigate and troubleshoot Amazon Managed Grafana (AMG) problems by analyzing workspace configurations, data source connectivity, dashboard errors, authentication/SSO settings, alerting rules, plugin issues, API access, VPC connectivity, and IAM permissions using structured runbooks. Activate when: workspace creation or upgrade failures, SSO/SAML authentication issues, user/role mapping problems, CloudWatch or Prometheus data source errors, OpenSearch connectivity failures, cross-account data source access, dashboard rendering errors, query failures, dashboard import/export issues, alert rule failures, notification channel problems, plugin availability or configuration issues, VPC connectivity problems, private data source access, API key issues, Terraform/CloudFormation provisioning errors, or the user says something is wrong with Managed Grafana without naming specific symptoms.

aws-samples Bundle

Use this skill to investigate and troubleshoot AWS Database Migration Service (DMS) problems by analyzing task failures, source/target endpoint connectivity, replication instance sizing, schema conversion, CDC replication lag, data validation, LOB handling, and following structured runbooks. Activate when: migration task failures, task stuck or not progressing, CDC replication lag, source endpoint connectivity issues, source-specific errors, supplemental logging not configured, target endpoint errors, data type mapping failures, target apply errors, replication instance undersized, storage full on replication instance, schema conversion errors, table mapping issues, throughput bottlenecks, latency problems, LOB handling failures, data validation mismatches, row count discrepancies, IAM role misconfiguration, VPC/subnet connectivity problems, or the user says something is wrong with DMS without naming specific symptoms.

aws-samples Bundle

Use this skill to investigate and troubleshoot AWS Elastic Disaster Recovery (DRS) problems by analyzing source server registration, replication status, launch configuration, recovery instance issues, failback operations, drill testing, networking configuration, and following structured runbooks. Activate when: source server not replicating, replication lag, launch failures, recovery instance errors, failback problems, drill test failures, networking connectivity issues, agent installation problems, or the user says something is wrong with DRS without naming specific symptoms.

aws-samples Bundle

Use this skill to investigate and troubleshoot EC2 instance problems by collecting OS-level diagnostic data and following structured runbooks. Activate when: an instance is unreachable or unresponsive, instance status checks are failing (system or instance status), instance is stuck in pending/stopping/shutting-down state, SSH or RDP connections fail, instance performance is degraded (high CPU, memory, disk, or network), EBS volumes won't attach or mount, instance store data is lost, networking issues (ENI, security group, NACL, VPC routing), IAM/IMDS credential failures, instance launch failures (InsufficientInstanceCapacity, limit exceeded), boot or initialization failures (user-data, cloud-init), or the user says something is wrong with an EC2 instance without naming specific symptoms. Also activate when the user wants to inspect instance-level artifacts like system logs, screenshot, network configuration, metadata, or storage configuration.

aws-samples Bundle

Use this skill to investigate and troubleshoot Amazon Elastic Container Registry (ECR) problems by analyzing repository configuration, image management, authentication, and following structured runbooks. Activate when: Docker push/pull failures, authentication token errors, image scanning issues, lifecycle policy problems, tag immutability conflicts, repository creation failures, cross-account access denied, cross-region replication lag, repository policy errors, encryption configuration issues, pull throughput bottlenecks, caching problems, ECR Public gallery issues, or the user says something is wrong with ECR without naming specific symptoms.

aws-samples Bundle

Use this skill to investigate and troubleshoot Amazon EKS problems by analyzing cluster configurations, node health, pod scheduling, networking, IAM/RBAC, storage, scaling, add-ons, and following structured runbooks. Activate when: cluster creation failures, node not ready, pod pending or CrashLoopBackOff, OOMKilled, image pull errors, VPC CNI issues, CoreDNS failures, service connectivity problems, ingress/ALB issues, IRSA failures, aws-auth ConfigMap misconfiguration, RBAC denied, pod identity issues, EBS/EFS CSI driver problems, PVC pending, cluster autoscaler or Karpenter issues, HPA not scaling, add-on failures, version compatibility, cluster upgrades, or the user says something is wrong with EKS without naming specific symptoms.

aws-samples Bundle

Use this skill to investigate and troubleshoot Amazon EMR problems by analyzing cluster launch failures, termination issues, bootstrap actions, step failures, Spark tuning, YARN resource management, shuffle issues, EMRFS/S3 issues, HDFS problems, VPC configuration, security groups, managed scaling, instance fleets, EMR on EKS virtual clusters, job run failures, EMR Serverless application failures, capacity issues, Kerberos authentication, Lake Formation integration, EMR Studio, Jupyter issues, and following structured runbooks. Activate when: cluster won't launch, unexpected termination, bootstrap action failures, step execution errors, Spark performance issues, YARN resource contention, shuffle failures, S3 read/write errors, HDFS capacity issues, VPC connectivity problems, scaling not working, EMR on EKS failures, Serverless job errors, security configuration issues, or the user says something is wrong with EMR.

aws-samples Bundle

Use this skill to investigate and troubleshoot AWS Fault Injection Simulator (FIS) problems by analyzing experiment templates, target selection, actions, stop conditions, IAM roles, experiment execution, and following structured runbooks. Activate when: experiment template errors, target resolution failures, action execution problems, stop condition triggers, IAM permission issues, experiment failures, or the user says something is wrong with FIS without naming specific symptoms.

aws-samples Bundle

Use this skill to investigate and troubleshoot AWS IAM problems by analyzing policies, roles, trust relationships, and following structured runbooks. Activate when: access denied errors, policy evaluation confusion, role assumption failures, cross-account access issues, permission boundary conflicts, SCP restrictions, MFA enforcement problems, credential rotation issues, federation failures, service-linked role issues, or the user says something is wrong with IAM without naming specific symptoms.

aws-samples Bundle

Use this skill to investigate and troubleshoot AWS KMS problems by analyzing key policies, grants, cross-account access, key states, encryption operations, service integrations, quotas, and following structured runbooks. Activate when: access denied on KMS operations, key policy evaluation issues, default key policy confusion, grant management problems, grant token issues, cross-account key access failures, ViaService condition errors, disabled key errors, pending deletion recovery, key rotation configuration, encryption context mismatches, asymmetric key issues, multi-region key problems, S3 SSE-KMS errors, EBS encryption failures, RDS encryption issues, request rate limit throttling, key quota limits, key policy vs IAM policy conflicts, audit logging gaps, or the user says something is wrong with KMS without naming specific symptoms.

aws-samples Bundle

Use this skill to investigate and troubleshoot Landing Zone Accelerator on AWS (LZA) problems by analyzing installation failures, pipeline execution, configuration files, CDK synthesis, CloudFormation stacks, upgrades, drift detection, and following structured runbooks. Activate when: LZA installation failures, pipeline errors, configuration file issues, CDK synth failures, CloudFormation stack errors, upgrade problems, drift detection, or the user says something is wrong with LZA.

aws-samples Bundle

Use this skill to investigate and troubleshoot AWS Application Migration Service (MGN) problems by analyzing source server registration, replication status, launch templates, cutover operations, post-migration validation, agent installation, and following structured runbooks. Activate when: source server not replicating, replication lag, launch failures, cutover errors, post-migration issues, agent problems, or the user says something is wrong with MGN without naming specific symptoms.

aws-samples Bundle

Use this skill to investigate and troubleshoot Amazon MSK (Managed Streaming for Apache Kafka) and MSK Serverless problems by analyzing cluster configurations, broker health, producer/consumer performance, connectivity, authentication, topic management, MSK Connect, security, monitoring, and Serverless capacity issues. Activate when: cluster creation failures, broker failures, storage full, producer throughput degradation, consumer lag, high latency, under- replicated partitions, client connection failures, authentication errors, VPC/security group issues, topic creation errors, partition rebalancing, retention issues, MSK Connect connector failures or scaling, IAM auth problems, SASL/SCRAM issues, TLS/mTLS errors, missing CloudWatch metrics, Prometheus open monitoring, MSK Serverless cluster issues, Serverless capacity/throughput limits, or the user says something is wrong with Kafka/MSK without naming specific symptoms.

aws-samples Bundle

Use this skill to investigate and troubleshoot AWS Resource Access Manager (RAM) problems by analyzing resource share creation, invitations, acceptance, supported resources, sharing failures, cross-account access, organization sharing, auto-sharing, managed permissions, custom permissions, access denied errors, resource visibility issues, and following structured runbooks. Activate when: resource share creation failures, invitation not received, acceptance errors, unsupported resource types, sharing failures, cross-account resource access issues, organization sharing not working, auto-sharing configuration problems, managed permission errors, custom permission issues, access denied when accessing shared resources, shared resources not visible, or the user says something is wrong with RAM without naming specific symptoms.

aws-samples Bundle

Use this skill to investigate and troubleshoot AWS Server Migration Service (SMS) problems by analyzing replication jobs, server catalog, AMI generation, application migration, multi-server migration, and scheduling using structured runbooks. Activate when: replication job failures, server catalog issues, AMI generation errors, application migration problems, multi-server coordination issues, scheduling errors, or the user says something is wrong with SMS without naming specific symptoms.

aws-samples Bundle

Use this skill to investigate and troubleshoot AWS Systems Manager problems by analyzing SSM Agent connectivity, Session Manager, Run Command, Patch Manager, State Manager, Parameter Store, Automation, Inventory, Maintenance Windows, and following structured runbooks. Activate when: SSM Agent not connecting, managed instance registration failures, hybrid activation issues, session failures, port forwarding problems, command failures, command timeouts, targeting issues, patch baseline problems, patching failures, compliance gaps, association failures, drift detection, parameter access denied, throughput limits, parameter tier issues, runbook failures, approval workflow problems, inventory collection failures, custom inventory issues, maintenance window execution failures, task failures, or the user says something is wrong with AWS Systems Manager without naming specific symptoms.

aws-samples Bundle

Use this skill to investigate and troubleshoot AWS VPC networking problems by analyzing network configurations, flow logs, and following structured runbooks. Activate when: resources can't communicate within a VPC, internet access is broken, cross-VPC connectivity fails (peering, Transit Gateway), DNS resolution fails, VPN or Direct Connect is down, security groups or NACLs are blocking traffic, NAT gateway issues, VPC endpoints not working, subnet IP exhaustion, route table misconfiguration, flow logs show unexpected REJECT entries, or the user says something is wrong with VPC networking without naming specific symptoms.

aws-samples Bundle

Use this skill to investigate and troubleshoot AWS CI/CD pipeline problems by analyzing CodePipeline executions, CodeBuild projects, CodeDeploy deployments, artifact management, and following structured runbooks. Activate when: pipeline execution failures, source stage errors, approval timeouts, cross-account pipeline issues, build failures, build timeouts, out-of-memory builds, Docker build issues, deployment failures, rollback problems, health check failures, lifecycle hook errors, artifact upload or download failures, encryption issues, S3 permissions, GitHub/CodeCommit source problems, ECR image issues, Lambda deploy failures, pipeline or deployment notifications not working, slow builds, slow deployments, or the user says something is wrong with their CI/CD pipeline without naming specific symptoms.

aws-samples Bundle

Use this skill to investigate and troubleshoot AWS Glue problems by analyzing ETL jobs, crawlers, connections, Data Catalog, DPU utilization, Spark execution, and job bookmarks following structured runbooks. Activate when: job failures, job timeouts, OOM errors, Spark executor or driver crashes, crawler failures, schema detection issues, partition problems, JDBC connection failures, VPC/subnet connectivity, S3 endpoint access, Data Catalog sync issues, schema evolution conflicts, DPU sizing problems, shuffle bottlenecks, data skew, transformation errors, bookmark issues, data quality failures, IAM permission errors, encryption problems, Glue Studio visual editor errors, job generation failures, or the user says something is wrong with Glue without naming specific symptoms.

aws-samples Bundle

Use this skill to investigate and troubleshoot AWS X-Ray distributed tracing problems by analyzing missing traces, incomplete traces, sampling rules, SDK instrumentation, daemon configuration, segment errors, Lambda tracing, ECS/EKS tracing, API Gateway tracing, service map issues, trace analysis, group configuration, filter expressions, anomaly detection, latency analysis, IAM permissions, encryption settings, and following structured runbooks. Activate when: traces not appearing, incomplete trace segments, sampling rules not applying, SDK instrumentation errors, daemon not forwarding, segment document errors, Lambda traces missing, ECS/EKS traces incomplete, API Gateway tracing issues, service map gaps, trace analysis problems, group filter not matching, filter expression errors, anomaly detection not working, latency analysis issues, IAM permission errors, encryption configuration problems, or the user says something is wrong with X-Ray without naming specific symptoms.

aws-samples Bundle

Use this skill to investigate and troubleshoot AWS Batch problems by analyzing job failures, compute environments, job queues, job definitions, networking, array jobs, multi-node parallel jobs, performance, and security using structured runbooks. Activate when: job failures, jobs stuck in RUNNABLE, job timeout, compute environment failures, EC2 vs Fargate issues, spot interruptions, job queue scheduling problems, job definition errors, container configuration issues, VPC networking problems, ECR access failures, array job failures, multi-node parallel issues, throughput bottlenecks, resource optimization, IAM role errors, secrets access problems, or the user says something is wrong with AWS Batch without naming specific symptoms.

aws-samples Bundle

Use this skill to investigate and troubleshoot AWS Wickr problems by analyzing network creation, admin console access, user provisioning, SSO integration, message delivery, file sharing, retention policies, compliance logging, bot integration, API access, federation, and following structured runbooks. Activate when: network creation failures, admin console issues, user provisioning errors, SSO problems, message delivery failures, file sharing issues, retention policy errors, compliance logging problems, bot integration failures, API access issues, federation problems, or the user says something is wrong with Wickr.

aws-samples Bundle

Use this skill to investigate and troubleshoot Amazon Aurora (MySQL and PostgreSQL) problems by analyzing cluster configurations, performance metrics, connectivity, parameter groups, and following structured runbooks. Activate when: cluster creation failures, storage issues, cluster endpoint confusion, cluster parameter groups, high CPU or wait events, memory pressure, Aurora I/O model issues, query performance, connection failures, endpoint confusion, RDS Proxy issues, connection limits, writer failover, reader failover, DNS propagation, reader lag, Aurora MySQL binlog replication, Aurora PostgreSQL logical replication, Serverless v2 scaling issues, cold start, capacity allocation, Global Database replication lag, planned failover, unplanned failover, backup failures, backtrack (MySQL only), clone issues, encryption, IAM database authentication, DMS to Aurora, MySQL/PostgreSQL migration, or the user says something is wrong with Aurora without naming specific symptoms.

aws-samples Bundle

Use this skill to investigate and troubleshoot AWS Backup problems by analyzing backup jobs, restore operations, backup plans, vault configurations, cross-account setups, and following structured runbooks. Activate when: backup job failures, restore failures, backup plan misconfiguration, vault access issues, vault lock problems, cross-region copy failures, cross-account backup issues, KMS encryption errors, IAM permission problems, service-specific backup issues (EC2, RDS, DynamoDB), compliance reporting gaps, audit manager findings, lifecycle rule confusion, resource selection failures, on-demand backup errors, point-in-time restore issues, or the user says something is wrong with AWS Backup without naming specific symptoms.

aws-samples Bundle

Use this skill to investigate and troubleshoot AWS Config problems by analyzing rule evaluations, conformance packs, aggregators, remediation actions, recorder configuration, and following structured runbooks. Activate when: rule evaluation failures, custom rule Lambda errors, managed rule issues, conformance pack deployment failures, organization conformance problems, aggregator authorization issues, cross-account aggregation failures, auto-remediation failures, SSM automation errors, recorder configuration problems, delivery channel issues, resource type recording gaps, advanced query errors, query performance issues, organization rule deployment, delegated admin setup, Security Hub integration, S3 delivery failures, or the user says something is wrong with AWS Config without naming specific symptoms.

aws-samples Bundle

Use this skill to investigate and troubleshoot AWS Direct Connect and Site-to-Site VPN problems by analyzing connections, virtual interfaces, VPN tunnels, BGP sessions, and following structured runbooks. Activate when: DX connection down, VIF creation failures, BGP session issues, LAG problems, VPN tunnel down, IKE negotiation failures, routing issues, throughput limits, failover problems, Transit Gateway attachment issues, MACsec encryption, latency, or the user says something is wrong with Direct Connect or VPN without naming specific symptoms.

aws-samples Bundle

Use this skill to investigate and troubleshoot AWS Lambda function problems by analyzing CloudWatch logs, metrics, configurations, and following structured runbooks. Activate when: a function is timing out, returning errors (5xx, unhandled exceptions), cold starts are too slow, concurrency is throttled, functions can't reach VPC resources or the internet, memory/CPU is insufficient, deployment fails, layers are missing, permissions are denied (IAM, resource policy), event source mappings fail, destinations aren't triggered, or the user says something is wrong with a Lambda function without naming specific symptoms.

aws-samples Bundle

Use this skill to investigate and troubleshoot AWS Signer problems by analyzing signing profiles, signing jobs, signature validation, Lambda code signing, IoT code signing, signing platforms, certificate issues, IAM permissions, cross-account signing, and notification configuration using structured runbooks. Activate when: signing profile failures, signing job errors, signature validation problems, Lambda code signing issues, IoT signing errors, platform compatibility issues, certificate problems, IAM permission errors, cross-account signing failures, or the user says something is wrong with AWS Signer.

aws-samples Bundle

Use this skill to investigate and troubleshoot AWS Amplify Hosting problems by analyzing build failures, deployment issues, custom domains, backend environments, SSR configuration, access control, and CDN performance using structured runbooks. Activate when: build failures, build settings wrong, environment variables missing, deployment failures, branch configuration issues, PR preview problems, custom domain not working, SSL certificate errors, backend environment issues, API integration failures, SSR rendering errors, compute configuration problems, access control misconfigured, basic auth not working, CDN caching issues, rewrite rules not matching, or the user says something is wrong with Amplify without naming specific symptoms.

aws-samples Bundle

Use this skill to investigate and troubleshoot AWS App Mesh problems by analyzing mesh configurations, virtual nodes, virtual services, virtual routers, Envoy proxy injection, proxy health, proxy configuration, route configuration, traffic shifting, mTLS, certificate management, access logging, tracing, EKS integration, and controller issues using structured runbooks. Activate when: mesh creation or configuration failures, virtual node/service/router issues, Envoy proxy injection failures, proxy health check failures, proxy configuration errors, route configuration problems, traffic shifting not working, mTLS setup issues, certificate management errors, access logging problems, tracing configuration issues, EKS integration failures, App Mesh controller issues, or the user says something is wrong with App Mesh without naming specific symptoms.