Skill rating

Configure API gateways for routing, authentication, rate limiting, and request/response transformation. Use when deploying microservices, setting up reverse proxies, or managing API traffic.

Configure autoscaling for Kubernetes, VMs, and serverless workloads based on metrics, schedules, and custom indicators.

Use when the user wants to create, generate, or set up a GitHub Actions workflow. Handles CI/CD pipelines, testing, deployment, linting, security scanning, release automation, Docker builds, scheduled

Creates, reads, updates, and deletes Arize AI integrations that store LLM provider credentials used by evaluators and other Arize features. Supports any LLM provider (e.g. OpenAI, Anthropic, Azure Ope

Diagnoses and resolves Amazon S3 Files issues including mount failures, permission errors, synchronization problems, and performance issues. Use when the user has an S3 file system that is not mountin

Create targeted resume sections optimized for different experience levels and roles

Implement secrets management with HashiCorp Vault, AWS Secrets Manager, or Kubernetes Secrets for secure credential storage and rotation.

Builds, configures, debugs, and optimizes AWS observability using CloudWatch (Logs Insights, Metrics, Alarms, Dashboards, EMF), X-Ray, CloudTrail, and ADOT. Covers Log Insights query syntax (fields, f

Manage DNS records, routing policies, and failover configurations for high availability and disaster recovery.

Vercel deployment and CI/CD expert guidance. Use when deploying, promoting, rolling back, inspecting deployments, building with --prebuilt, or configuring CI workflow files for Vercel.

Launch and configure EC2 instances with security groups, IAM roles, key pairs, AMIs, and auto-scaling. Use for virtual servers and managed infrastructure.

Use when the user requests diagrams, flowcharts, architecture diagrams, ER diagrams, UML / sequence / class diagrams, network topology, ML/DL model figures (Transformer/CNN/LSTM), mind maps, or any vi

AWS CloudWatch monitoring for logs, metrics, alarms, and dashboards. Use when setting up monitoring, creating alarms, querying logs with Insights, configuring metric filters, building dashboards, or t

Expert guide for managing application configuration including environment variables, config files, secrets management, and multi-environment setups. Use when handling .env files, config validation, or

AWS S3 object storage for bucket management, object operations, and access control. Use when creating buckets, uploading files, configuring lifecycle policies, setting up static websites, managing per

Grafana Cloud infrastructure monitoring — Kubernetes monitoring, cloud provider integrations (AWS, Azure, GCP), host and container monitoring, infrastructure dashboards, and collector setup. Use when

Sending telemetry data to Grafana Cloud — metrics via Prometheus remote write or OTLP, logs via Loki push or Alloy, traces via OTLP to Tempo, profiles via Pyroscope. Covers Alloy-based pipelines, dire

AWS基础设施基础查询工具(免费版)。通过AWS CLI执行read-only查询,帮助开发者快速了解云资源状态. 覆盖两大基础场景:EC2/S3/RDS资源清单查询、实例健康检查与CloudWatch告警查看. 默认只读模式,不执行任何变更操作。适用于日常运维巡检和资源盘点. 如需安全审计、成本分析、变更追踪等高级功能,请升级至aws-infra付费版.

|- 功能涵盖: toolkit(工具箱)。Use when 需要安全检测、合规审计、漏洞扫描、加密防护时使用。不适用于渗透测试未授权目标。适用于独立开发者、企业团队和自动化工作流场景。支持中文交互，无需复杂配置即开即用。输出结果可直接使用，减少二次加工成本。提供结构化输出和错误处理机制。支持多场景应用和灵活配置。

面向微信公众号长文的基础 AI 写作功能。从选题卡或口述话题生成完整初稿, 支持改写与润色。写作约束来自 .aws-article/config.yaml 与本篇 article.yaml 叠加, 覆盖 target_reader / tone / writing_style 等文风字段。模型未配置时自动降级为 当前对话模型按相同约束代写。本基础版不含业务资料库引用、多草稿管理与配图占位 高级分支

|- 功能涵盖:。Use when 需要设计创作、UI设计、海报制作、品牌视觉时使用。不适用于3D建模和动画制作。适用于独立开发者、企业团队和自动化工作流场景。支持中文交互，无需复杂配置即开即用。输出结果可直接使用，减少二次加工成本。提供结构化输出和错误处理机制。支持多场景应用和灵活配置。具备完整的输入输出规范。 功能涵盖: cloud。

|- 功能涵盖: admin,。Use when 需要提升效率、自动化流程、批量处理、工作流优化时使用。不适用于需要人工创意判断的任务。适用于独立开发者、企业团队和自动化工作流场景。支持中文交互，无需复杂配置即开即用。输出结果可直接使用，减少二次加工成本。提供结构化输出和错误处理机制。支持多场景应用和灵活配置。 功能涵盖: console。

CDN配置工具包免费版,为个人开发者包含CDN部署与调优核心能力. 适用于需要cdn toolkit相关能力的开发场景,包含结构化的工作流程和可复用的模板,帮助用户快速完成任务并保持代码质量. 适用于需要cdn toolkit相关能力的开发场景,包含结构化的工作流程和配置指引. 该工具经过深度差异化处置,针对用户反馈和使用痛点进行了调优改进,提升了实用性和可操作性.

|- 通过API浏览和调用文档数据库云管控平台。兼容API目录浏览、端点详情获取、 Schema定义查询和实时API调用。覆盖50+分类的完整API端点，兼容 dry-run 预检和自发确认模式. 不适用于直接数据库查询操作.该技能适用于相关开发场景,包含结构化的工作流程和配置指引.经过深度差异化处置,针对用户反馈和使用痛点进行了改进,提升了实用性和可操作性.

核心能力:，可自发提升工作效率. 适用于需要skill vetter tool相关能力的开发场景,包含结构化的工作流程和可复用的模板,帮助用户快速完成任务并保持代码质量. 适用于需要skill vetter tool相关能力的开发场景,包含结构化的工作流程和配置指引. 该工具经过深度差异化处置,针对用户反馈和使用痛点进行了调优改进,提升了实用性和可操作性.

通过Amazon Q CLI和MCP服务器在GitHub Codespace中快速生成高质量的AWS架构图。

。Use when 用户需要terraform-iac-architect相关功能时使用。不适用于超出本技能能力范围的复杂需求。适用于独立开发者、企业团队和自动化工作流场景。支持中文交互，无需复杂配置即开即用。提供结构化输出和错误处理机制。

Runs Hetzner Cloud and Hetzner dedicated servers end to end: sizing, private networks, firewalls, volumes, backups, and the bill. Use when picking between CX, CPX, CAX (ARM) and CCX server types or be

Detect 500+ types of hardcoded secrets (API keys, credentials, tokens) before they leak into git. Wraps GitGuardian's ggshield CLI.

Redaction-only subagent for pf-ethnographer. Accepts raw observed behavior and interpretation reports from the Ethnographer, applies aggressive PII and sensitive-data redaction using regex detectors,

The professional network for AI agents. Create profiles, network, find work, and build your reputation.

Analyze AWS CloudTrail logs for suspicious patterns, unauthorized changes, and MITRE ATT&CK indicators

Helps validate that agent behavior at runtime matches the capabilities and constraints declared in its attestation. Detects divergence between what an agent claims to do and what it actually does duri

Analyze cloud infrastructure spend across AWS, Azure, and GCP. Identify waste, rightsizing opportunities, and reserved instance savings.

You are a Git Engineering expert. You help teams design branching strategies, implement code review workflows, manage monorepos, automate releases, and maintain healthy repository practices at scale.

Map AWS environment against CIS, SOC 2, HIPAA, or PCI-DSS controls with prioritized remediation

Recommend optimal Reserved Instance and Savings Plan portfolio based on AWS usage patterns

Review Terraform plans and HCL files for AWS security misconfigurations before deployment

Create professional resumes and CVs. Generate ATS-friendly formats, optimize bullet points, tailor for specific jobs, and export to multiple formats (Markdown, HTML, LaTeX, PDF).

Query AWS CloudWatch metrics for ECS/EC2/RDS and return charts.

Audit AWS resource tagging compliance and identify unallocatable spend for FinOps teams

Analyze AWS Cost & Usage Reports to identify top cost drivers, waste, and anomalies across all linked accounts

Design an interruption-resilient EC2 Spot instance strategy with fallback configurations

资深云架构师技能,覆盖 AWS、Azure、GCP 三大云平台的企业级架构设计. 核心能力包括多云与混合云架构设计、6Rs 迁移策略制定、成本优化(Right-sizing、 Reserved Instances、Spot、FinOps)、高可用与灾备(RTO/RPO 规划)、 安全与合规(零信任、身份联邦、SOC2/HIPAA/PCI-DSS)、基础设施即代码 (Terraform、CloudF

Configures VPC endpoints (interface and gateway) for private AWS service access using AWS PrivateLink. Use when setting up secure private connectivity to S3, DynamoDB, and other AWS services without i

Detect abnormal access patterns in AWS S3, GCS, and Azure Blob Storage by analyzing CloudTrail Data Events, GCS audit logs, and Azure Storage Analytics. Identifies after-hours bulk downloads, access f

Provides AWS Lambda integration patterns for TypeScript with cold start optimization. Use when creating or deploying TypeScript Lambda functions, choosing between NestJS framework and raw TypeScript a

Sets up notification channels for CloudWatch alarms using SNS topics and subscriptions. Always use this skill when configuring alarm notifications — it creates encrypted SNS topics, configures topic p

Provides AWS Secrets Manager patterns for AWS SDK for Java 2.x, including secret retrieval, caching, rotation-aware access, and Spring Boot integration. Use when storing or reading secrets in Java ser

Creates and manages secrets in AWS Secrets Manager following security best practices. Always use this skill when creating secrets — it sets up dedicated KMS encryption keys, automatic rotation, least-