Skill rating

Troubleshoots failing applications by discovering and analyzing CloudWatch log groups to identify error patterns, root causes, and actionable solutions. Use when an application is experiencing failure

Provides AWS Lambda integration patterns for PHP with Symfony using the Bref framework. Creates Lambda handler classes, configures runtime layers, sets up SQS/SNS event triggers, implements warm-up st

Enables internet access for AWS Lambda functions deployed in VPC subnets by creating NAT Gateway infrastructure, configuring public/private subnet routing, and updating security groups. Use when a VPC

Provides AWS messaging patterns using AWS SDK for Java 2.x for SQS queues and SNS topics. Handles sending/receiving messages, FIFO queues, DLQ, subscriptions, and pub/sub patterns. Use when implementi

Provides TypeScript patterns for DynamoDB-Toolbox v2 including schema/table/entity modeling, .build() command workflow, query/scan access patterns, batch and transaction operations, and single-table d

Enables a multi-region AWS CloudTrail trail with S3 log storage, CloudWatch Logs integration, and CloudWatch Logs Insights queries for security monitoring and compliance auditing. Use when setting up

Provides Amazon DynamoDB patterns using AWS SDK for Java 2.x. Use when creating, querying, scanning, or performing CRUD operations on DynamoDB tables, working with indexes, batch operations, transacti

Connects an existing AWS Lambda function to Amazon API Gateway by creating a REST or HTTP API with resource/method setup, Lambda proxy integration, permissions, and deployment. Always use this skill w

Provides AWS Lambda patterns using AWS SDK for Java 2.x. Use when invoking Lambda functions, creating/updating functions, managing function configurations, working with Lambda layers, or integrating L

Provides AWS SDK for Java 2.x client configuration, credential resolution, HTTP client tuning, timeout, retry, and testing patterns. Use when creating or hardening AWS service clients, wiring Spring B

Expert DevOps troubleshooter specializing in rapid incident response, advanced debugging, and modern observability.

Connects an AWS Lambda function to DynamoDB with IAM roles, stream event source mapping, and read/write permissions. Use when setting up Lambda-DynamoDB integration, processing DynamoDB stream events,

Strategic job application planning and Resume SEO optimization. Approaches applications like marketing campaigns with market research, opportunity qualification, and content optimization. Activate on

Provides AWS Key Management Service (KMS) patterns using AWS SDK for Java 2.x. Use when creating/managing encryption keys, encrypting/decrypting data, generating data keys, digital signing, key rotati

Provides AWS RDS (Relational Database Service) management patterns using AWS SDK for Java 2.x. Use when creating, modifying, monitoring, or managing Amazon RDS database instances, snapshots, parameter

Query and download public cancer imaging data from NCI Imaging Data Commons using idc-index. Use for accessing large-scale radiology (CT, MR, PET) and pathology datasets for AI training or research. N

Manage SSL/TLS certificates with automated provisioning, renewal, and monitoring using Let's Encrypt, ACM, or Vault.

Provides Amazon S3 patterns and examples using AWS SDK for Java 2.x. Use when working with S3 buckets, uploading/downloading objects, multipart uploads, presigned URLs, S3 Transfer Manager, object ope

Creates an API Gateway stage with CloudWatch logging, X-Ray tracing, throttling, WAF integration, and IAM roles following AWS best practices. Use when deploying a REST API to different environments su

Expert backend architect specializing in scalable API design, microservices architecture, and distributed systems.

Debugs AWS Lambda function timeout failures by systematically analyzing function configuration, CloudWatch logs and metrics, VPC/networking, cold starts, memory constraints, and downstream dependencie

Exports Amazon RDS or Aurora database snapshots to Amazon S3 in Apache Parquet format for analytics, backup, or data migration. Handles snapshot selection or creation, IAM role setup, KMS encryption,

Reconnaissance and methodology playbook. Use when mapping assets, discovering endpoints, fingerprinting technology, and building a structured testing plan for a new target.

Configures Neon Serverless Driver for Next.js, Vercel Edge Functions, AWS Lambda, and other serverless environments. Installs @neondatabase/serverless, sets up environment variables, and creates worki

AWS serverless and event-driven architecture expert based on Well-Architected Framework. Use when building serverless APIs, Lambda functions, REST APIs, microservices, or async workflows. Covers Lambd

Scan code for security vulnerabilities including OWASP Top 10, secrets, and misconfigurations. Use when you need comprehensive security analysis of a codebase.

Analyzes AWS infrastructure for cost savings. Right-sizing, Reserved Instances, Savings Plans, unused resources.

提供单云架构设计、基础成本估算与优选实践建议，帮助个人开发者规划云架构方案。

AWS S3 (aws.amazon.com). Use this skill for ANY AWS S3 request — reading, creating, updating, and deleting data. Whenever a task involves AWS S3, use this skill instead of calling the API directly.

整合4个互补skill的营销组合包，覆盖Operations等领域。组合内各skill协同工作，提供从数据输入到结果输出的端到端处理能力。针对运维操作繁琐易出错、aws: 存在易出错问题 (风险)等痛点提供解决方案。组合购买可节省20.0%费用，相比单独购买更经济。包含4个经质量审核的skill，整体评分81.3分。

AWS基础设施只读检查工具。通过AWS CLI执行read-only查询,帮助开发者和管理员快速了解云资源状态. 覆盖五大场景:EC2/S3/RDS资源清单、实例健康检查与CloudWatch告警、IAM用户与安全组审计、 Cost Explorer成本分析、CloudTrail变更追踪。默认只读模式,所有变更操作需显式确认并使用--dry-run. 适用于日常运维、安全审计、成本优化和故障排查场

Server-Side Request Forgery (SSRF) vulnerability scanner (OWASP A10:2021). Detects URL-fetching sinks in Python/Java/Node.js/PHP/Go/Ruby that accept user-controlled URLs without validation. Flags clou

Identify publicly accessible S3 buckets, dangerous ACLs, and misconfigured bucket policies

Specialized skill for building production-ready serverless applications on AWS. Covers Lambda functions, API Gateway, DynamoDB, SQS/SNS event-driven patterns, SAM/CDK deployment, and cold start optimi

Hippius decentralized storage on Bittensor Subnet 75 — upload files, query storage, manage buckets via S3-compatible API. Use when user asks to upload to Hippius, check storage status, set up Hippius

This skill provides a minimal CLI tool for interacting with Cloudflare R2 storage using Python. The script (r2.py) implements upload, download, list, and delete operations via the Cloudflare R2 S3-...

AWS STS (aws.amazon.com). Use this skill for ANY AWS STS request — searching and reading data. Whenever a task involves AWS STS, use this skill instead of calling the API directly.

Launches an EC2 instance with secure, cost-efficient defaults including AMI selection, burstable instance sizing, least-privilege IAM roles, hardened security groups, encrypted EBS volumes, and compre

Provides patterns to configure AWS RDS (Aurora, MySQL, PostgreSQL) with Spring Boot applications. Configures HikariCP connection pools, implements read/write splitting, sets up IAM database authentica

Provides AWS Lambda integration patterns for Java with cold start optimization. Use when deploying Java functions to AWS Lambda, choosing between Micronaut and Raw Java approaches, optimizing cold sta

Manages MongoDB Atlas Stream Processing (ASP) workflows. Handles workspace provisioning, data source/sink connections, processor lifecycle operations, debugging diagnostics, and tier sizing. Supports

Master essential security scanning tools for network discovery, vulnerability assessment, web application testing, wireless security, and compliance validation. This skill covers tool selection, confi

Intelligent code security scanner with hybrid local-cloud detection. Fingerprints packages, runs static behavioral analysis, and consults cloud threat intelligence (enabled by default, can be disabled

Recruitment agencies charge $15,000–$30,000 per hire. In-house HR teams spend 23 days on average to fill a single position. This skill does the same work in under 10 minutes.

Git 安全扫描器 - 检查提交中的敏感信息泄露（API keys、密码、token）

Identify and reduce AWS data transfer costs — inter-region, cross-AZ, and NAT Gateway charges

Detect AWS idle and zombie resources consuming cost with zero meaningful utilization

Screen job applications against requirements and score candidates

Git 安全扫描器 - 检查提交中的敏感信息泄露（API keys、密码、token）

Verified email delivery integration. Send, track, schedule with multi-provider support (SendGrid, Mailgun, AWS SES, SMTP). GDPR/CAN-SPAM compliant.