DevOps & Infra

ferroxlabs Skill

SMART goals, OKRs for personal life, quarterly planning systems, accountability frameworks, review cadence, and evidence-based approaches to achieving meaningful goals. Use when the user asks about goal setting architect, or needs help with smart goals, okrs for personal life, quarterly planning systems, accountability frameworks, review cadence, and evidence-based approaches to achieving meaningful goals. Do NOT use when the request requires professional specialized advice or falls outside the scope of goal setting architect.

ferroxlabs Skill

The founder says "I don't know what to do," "should I keep going or walk away," or "I'm burnt out." Load when they're paralyzed, when the question is push vs. pivot, or when they're asking permission to quit. No pep talks.

ferroxlabs Skill

Synthesizes First Principles thinking, Inversion, Second-Order Thinking, Bayesian Updating, and Pre-mortem analysis into The Decision Architecture - a systematic framework for making better decisions under uncertainty. Use when the user asks about decision making framework, related techniques, best practices, or needs guidance in this domain. Do NOT use when the request is outside the scope of decision making framework or requires a different specialized skill.

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Use this skill to investigate and troubleshoot AWS PrivateLink and VPC Interface Endpoint problems by analyzing endpoint creation, DNS resolution, endpoint status, endpoint service configuration, NLB requirements, connection acceptance, connectivity failures, security groups, cross-AZ issues, private DNS, split-horizon DNS, cross-account access, endpoint policies, throughput, latency, and following structured runbooks. Activate when: endpoint creation failures, DNS not resolving, endpoint stuck in pending, endpoint service creation issues, NLB not associated, connection acceptance problems, connectivity failures through endpoints, security group blocking traffic, cross-AZ data transfer concerns, private DNS not working, split-horizon DNS issues, cross-account endpoint access denied, endpoint policy errors, throughput limitations, latency through endpoints, or the user says something is wrong with PrivateLink without naming specific symptoms.

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Use this skill to investigate and troubleshoot AWS Security Hub problems by analyzing security standards, findings, controls, integrations, multi-account aggregation, automation, and following structured runbooks. Activate when: CIS benchmark failures, PCI DSS compliance issues, NIST 800-53 control failures, finding aggregation problems, ASFF format errors, finding workflow issues, control evaluation failures, disabled controls, custom control problems, GuardDuty integration gaps, Config integration issues, third-party integration failures, cross-account aggregation problems, delegated administrator setup, custom action errors, automated remediation failures, cross-region aggregation issues, finding replication problems, compliance scoring gaps, reporting issues, or the user says something is wrong with Security Hub without naming specific symptoms.

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Use this skill to investigate and troubleshoot AWS Supply Chain problems by analyzing instance creation, data integration, demand planning, supply planning, inventory visibility, connectors, and S3 integration using structured runbooks. Activate when: instance creation failures, data integration errors, demand planning issues, supply planning problems, inventory visibility failures, connector errors, S3 integration issues, or the user says something is wrong with Supply Chain.

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Use this skill to investigate and troubleshoot AWS Audit Manager problems by analyzing assessment creation, frameworks, controls, evidence collection, delegation, reports, custom frameworks, and following structured runbooks. Activate when: assessment creation failures, framework issues, control evaluation errors, evidence collection problems, delegation failures, report generation errors, custom framework issues, or the user says something is wrong with Audit Manager.

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Use this skill to investigate and troubleshoot AWS CodeArtifact problems by analyzing repository configuration, authentication, package management, and following structured runbooks. Activate when: Repository creation failures, upstream connection issues, auth token problems, domain permission errors, npm/pip/Maven package issues, package publishing failures, version conflicts, domain configuration errors, cross-account access, CI/CD integration problems, build tool configuration issues, or the user says something is wrong with CodeArtifact without naming specific symptoms.

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Use this skill to investigate and troubleshoot Amazon CodeCatalyst problems by analyzing space creation, project configuration, workflow failures, action errors, dev environment issues, IDE connectivity, source repositories, pull requests, deployments, environment configuration, AWS connections, IAM roles, blueprints, and following structured runbooks. Activate when: space creation failures, project issues, workflow errors, action failures, dev environment problems, IDE connectivity issues, repository errors, pull request problems, deployment failures, environment configuration issues, AWS connection errors, IAM role problems, blueprint errors, or the user says something is wrong with CodeCatalyst.

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Use this skill to investigate and troubleshoot AWS Cost Explorer and Budgets problems by analyzing unexpected costs, cost allocation, tagging, budget alerts, forecast accuracy, budget actions, anomaly detection, savings recommendations, CUR reports, and organizational billing following structured runbooks. Activate when: unexpected cost spikes, cost allocation issues, untagged resources, budget alerts not firing, forecast inaccuracy, budget action failures, anomaly detection problems, false positive anomalies, RI/SP recommendation issues, utilization tracking, CUR setup problems, report delivery failures, linked account cost visibility, consolidated billing issues, or the user says something is wrong with Cost Explorer or Budgets without naming specific symptoms.

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Use this skill to investigate and troubleshoot AWS Data Exchange problems by analyzing dataset creation, revision publishing, subscriptions, entitlements, S3 exports, API assets, Redshift query access, Lake Formation access, provider configuration, subscriber management, event notifications, and following structured runbooks. Activate when: dataset creation failures, revision publishing errors, subscription issues, entitlement problems, export failures, API asset errors, or the user says something is wrong with Data Exchange.

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Use this skill to investigate and troubleshoot AWS Glue DataBrew problems by analyzing projects, recipe jobs, profile jobs, datasets, data quality rules, schedules, output formats, S3 permissions, and following structured runbooks. Activate when: project creation failures, recipe job errors, profile job failures, dataset connection issues, data quality rule failures, schedule problems, output format errors, S3 permission denied, or the user says something is wrong with DataBrew without naming specific symptoms.

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Use this skill to investigate and troubleshoot AWS IoT Analytics problems by analyzing channels, pipelines, data stores, datasets, SQL queries, container activities, and data retention using structured runbooks. Activate when: channel ingestion failures, pipeline processing errors, data store query issues, dataset computation failures, SQL errors, container activity problems, or the user says something is wrong with IoT Analytics.

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Use this skill to investigate and troubleshoot AWS Elemental MediaConnect problems by analyzing flow creation, source connectivity, output delivery, VPC interfaces, encryption, transport streams, bandwidth, monitoring, maintenance events, multi-region flows, and following structured runbooks. Activate when: flow creation failures, source connectivity issues, output delivery problems, entitlement errors, VPC interface failures, encryption misconfigurations, transport stream errors, bandwidth constraints, monitoring gaps, maintenance events, multi-region flow issues, or the user says something is wrong with MediaConnect.

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Use this skill to investigate and troubleshoot AWS Elemental MediaConvert problems by analyzing job failures, input/output configurations, queue management, encoding settings, IAM roles, performance, and DRM configurations using structured runbooks. Activate when: job failures, stuck jobs, output errors, input file issues, codec support problems, output format errors, quality settings, queue management, reserved pricing, S3 input/output issues, IAM role problems, encoding speed, parallel job issues, content protection, key management, or the user says something is wrong with MediaConvert without naming specific symptoms.

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Use this skill to investigate and troubleshoot AWS Elemental MediaPackage problems by analyzing channel configuration, origin endpoints, HLS/DASH/CMAF packaging, DRM, CDN authorization, live-to-VOD, and harvest jobs using structured runbooks. Activate when: channel creation failures, origin endpoint errors, HLS/DASH/CMAF packaging issues, DRM configuration problems, CDN auth failures, live-to-VOD issues, harvest job failures, or the user says something is wrong with MediaPackage without naming specific symptoms.

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Use this skill to investigate and troubleshoot advanced AWS Site-to-Site VPN problems including accelerated VPN, ECMP, certificate-based authentication, private IP VPN, CloudWatch monitoring, log analysis, BGP route propagation, static route failover, tunnel health checks, DPD timeouts, and multi-tunnel load balancing using structured runbooks. Activate when: accelerated VPN issues, ECMP configuration problems, certificate-based auth failures, private IP VPN errors, VPN monitoring gaps, log analysis needs, BGP propagation issues, static route failover failures, tunnel health check problems, DPD timeout issues, multi-tunnel load balancing errors, or the user says something is wrong with Site-to-Site VPN.

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Use this skill to investigate and troubleshoot AWS Systems Manager Change Manager problems by analyzing change templates, change requests, approval workflows, runbook execution, scheduling, and following structured runbooks. Activate when: change template errors, change request failures, approval workflow issues, runbook execution problems, scheduling conflicts, or the user says something is wrong with Change Manager.

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Use this skill to investigate and troubleshoot AWS Clean Rooms ML problems by analyzing training model failures, configured model errors, audience generation issues, lookalike models, collaboration ML config, privacy budgets, seed audiences, output configuration, S3 data access, IAM permissions, differential privacy, and following structured runbooks. Activate when: training model failures, configured model errors, audience generation issues, lookalike model problems, collaboration ML configuration errors, privacy budget exhaustion, seed audience errors, output configuration failures, S3 data access issues, IAM permission errors, differential privacy problems, or the user says something is wrong with Clean Rooms ML.

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Use this skill to investigate and troubleshoot AWS Control Tower problems by analyzing landing zone state, organizational unit configuration, account provisioning, guardrail compliance, and following structured runbooks. Activate when: landing zone setup or update fails, account provisioning via Account Factory fails, guardrails (controls) fail to enable or show non-compliant, drift is detected on OUs or accounts, Service Catalog provisioned products are stuck, SSO/IAM Identity Center access issues, CloudTrail or Config aggregation is broken, nested OU issues, account enrollment or import fails, customizations pipeline errors, or the user says something is wrong with Control Tower without naming specific symptoms.

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Use this skill to investigate and troubleshoot AWS Ground Station problems by analyzing satellite contacts, antenna configuration, data delivery, mission profiles, and ground station locations using structured runbooks. Activate when: contact scheduling failures, antenna configuration errors, data delivery issues, mission profile problems, or the user says something is wrong with Ground Station.

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Use this skill to investigate and troubleshoot AWS HealthImaging problems by analyzing datastore creation, DICOM import jobs, image set retrieval, copy/deletion operations, access control, encryption, and integration issues using structured runbooks. Activate when: datastore creation failures, import job errors, DICOM validation problems, image set retrieval issues, copy job failures, deletion errors, access control problems, encryption configuration issues, or the user says something is wrong with HealthImaging.

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Use this skill to investigate and troubleshoot AWS Lake Formation problems by analyzing permission grants, revoke issues, IAM vs LF permissions, data location registration, S3 path issues, database and table permissions, column-level security, cross-account sharing, RAM integration, governed tables, transactions, compaction, blueprint failures, workflow issues, Athena/Redshift/EMR access, Glue integration, data filters, tag-based access control, and following structured runbooks. Activate when: grant failures, revoke issues, IAM-LF permission conflicts, data location registration errors, S3 path problems, catalog permission issues, column-level security not working, cross-account sharing failures, governed table transaction errors, blueprint failures, query access denied from analytics services, data filter issues, or the user says something is wrong with Lake Formation without naming specific symptoms.

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Use this skill to investigate and troubleshoot AWS Organizations problems by analyzing account management, SCPs, OU structure, delegated administration, billing, organization policies, service access, and following structured runbooks. Activate when: account creation failures, account closure issues, account suspension, SCP evaluation problems, SCP conflicts, SCP inheritance confusion, OU structure issues, OU limits, delegated administrator setup, trusted access problems, consolidated billing issues, cost allocation, tag policies, AI opt-out policies, backup policies, service integration failures, feature enablement, account migration, organization restructuring, or the user says something is wrong with AWS Organizations without naming specific symptoms.

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Use this skill to investigate and troubleshoot AWS Resilience Hub problems by analyzing application creation, resiliency policies, assessments, recommendations, drift detection, SOP generation, and following structured runbooks. Activate when: application import failures, policy configuration errors, assessment failures, recommendation issues, drift detection problems, SOP generation errors, or the user says something is wrong with Resilience Hub without naming specific symptoms.

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Use this skill to investigate and troubleshoot AWS Service Quotas problems by analyzing quota lookups, quota increase requests, applied vs default quotas, CloudWatch quota alarms, utilization monitoring, organization quotas, quota templates, common service-specific quota issues (EC2, Lambda, VPC), quota request automation, and the Service Quotas API. Activate when: hitting service limits, quota increase request issues, quota alarm configuration, utilization monitoring, organization-wide quota management, EC2 instance limits, Lambda concurrency limits, VPC resource limits, automated quota management, or the user says something is wrong with service quotas without naming specific symptoms.

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Use this skill to investigate and troubleshoot AWS Step Functions problems by analyzing execution failures, input/output processing, error handling, service integrations, Map state issues, Express workflow logging, callback patterns, performance bottlenecks, and deployment errors. Activate when: execution failures or timeouts, task state errors, permission denied on service calls, input/output path processing issues, payload size exceeded, Catch/Retry not working as expected, Lambda/ECS/DynamoDB/API Gateway integration failures, Map state concurrency or item processing problems, distributed Map issues, Express workflow logging gaps, synchronous vs asynchronous Express invocation confusion, task token callback failures, heartbeat timeouts, execution history event limit, throttling, state machine definition errors, version/alias deployment issues, or the user says something is wrong with Step Functions without naming specific symptoms.

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Use this skill to investigate and troubleshoot AWS CloudFormation and CDK problems by analyzing stack events, template errors, drift state, resource failures, and following structured runbooks. Activate when: CREATE_FAILED, UPDATE_FAILED, DELETE_FAILED, UPDATE_ROLLBACK_FAILED, template syntax errors, circular dependencies, parameter issues, resource creation failures, dependency failures, resource timeouts, resource already exists, drift detection, drift remediation, resource import, nested stack failures, output reference errors, custom resource Lambda failures, custom resource timeouts, cleanup on delete failures, StackSet operation failures, StackSet instance failures, StackSet deployment timeouts, change set failures, replacement detection, CDK synth errors, CDK deploy failures, CDK bootstrap issues, or the user says something is wrong with CloudFormation or CDK without naming specific symptoms.

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Use this skill to investigate and troubleshoot AWS Control Catalog problems by analyzing control listing, control details, objective mapping, common controls, regional availability, API usage, and following structured runbooks. Activate when: control listing failures, control detail retrieval errors, objective mapping issues, common control problems, regional availability questions, API usage errors, or the user says something is wrong with Control Catalog.

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Use this skill to investigate and troubleshoot AWS Deadline Cloud problems by analyzing farm creation, fleet configuration, queues, job submission, worker agents, worker hosts, storage profiles, job attachments, budgets, license endpoints, monitors, identity management, custom job templates, and following structured runbooks. Activate when: farm creation failures, fleet configuration issues, queue problems, job submission errors, worker agent failures, worker host issues, storage profile errors, job attachment problems, budget configuration issues, license endpoint errors, monitor configuration failures, identity management problems, custom job template errors, or the user says something is wrong with Deadline Cloud.

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Use this skill to investigate and troubleshoot AWS Elemental Link problems by analyzing device registration, connectivity, input configuration, video quality, network settings, HDMI/SDI inputs, MediaLive integration, firmware updates, monitoring, multi-device management, and following structured runbooks. Activate when: device registration failures, connectivity issues, input configuration errors, video quality degradation, network problems, HDMI/SDI input errors, MediaLive integration failures, channel attachment issues, firmware update problems, device monitoring gaps, multi-device management issues, or the user says something is wrong with Elemental Link.

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Use this skill to investigate and troubleshoot AWS Nitro Enclaves problems by analyzing enclave creation, image builds, startup errors, vsock communication, KMS integration, attestation, resource allocation, ACM integration, cryptographic attestation, and parent instance issues following structured runbooks. Activate when: enclave creation failures, image build errors, enclave start problems, vsock communication issues, KMS integration failures, attestation errors, memory or CPU allocation issues, ACM integration problems, or the user says something is wrong with Nitro Enclaves.

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Use this skill to investigate and troubleshoot AWS Service Catalog problems by analyzing portfolio management, product provisioning, constraints, provisioned products, governance, organization sharing, and following structured runbooks. Activate when: portfolio creation failures, product provisioning errors, launch constraint issues, template constraint problems, provisioned product failures, update errors, tag option issues, budget integration problems, organization sharing failures, StackSet constraint errors, Terraform product issues, or the user says something is wrong with Service Catalog.

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Use this skill to investigate and troubleshoot AWS Systems Manager Automation problems by analyzing automation execution failures, step errors, document creation, versioning, approval workflows, rate control, cross-account automation, multi-region execution, change calendar integration, maintenance windows, custom actions, output parameters, and service roles. Activate when: automation execution failures, step execution errors, document creation issues, approval workflow failures, rate control problems, cross-account automation errors, multi-region execution issues, change calendar blocks, maintenance window automation failures, custom action errors, output parameter issues, service role problems, or the user says something is wrong with SSM Automation.

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Use this skill to investigate and troubleshoot AWS Storage Gateway problems by analyzing gateway deployment, file gateway shares, volume gateway issues, tape gateway operations, cache performance, networking, backup/recovery, security, and following structured runbooks. Activate when: gateway deployment failures, gateway offline, activation issues, file share problems, NFS/SMB share errors, cache refresh failures, volume gateway issues, cached vs stored volume problems, tape gateway failures, virtual tape issues, cache performance degradation, upload bandwidth problems, connectivity failures, firewall port issues, snapshot failures, recovery problems, AD integration errors, encryption issues, or the user says something is wrong with Storage Gateway without naming specific symptoms.

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Use this skill to investigate and troubleshoot AWS Transit Gateway (TGW) problems by analyzing TGW creation, route table configuration, attachment failures, VPC attachment issues, subnet routing, cross-AZ connectivity, inter-region peering, peering route propagation, VPN attachments, BGP over TGW, Direct Connect gateway attachments, transit VIF configuration, route propagation, blackhole routes, route table associations, multicast domains, group membership, and following structured runbooks. Activate when: TGW creation failures, route table issues, attachment failures, VPC attachment problems, subnet routing errors, cross-AZ connectivity issues, inter-region peering failures, peering route propagation not working, VPN attachment errors, BGP session failures over TGW, DX gateway attachment issues, transit VIF problems, route propagation failures, blackhole routes blocking traffic, route table association errors, multicast domain issues, multicast group membership problems, or the user says something is wrong w