Skill rating
882 skills. The A–F grade combines safety (60%) and quality (40%); tests add a bonus. The rating refreshes automatically from open catalogs.
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| # | Grade | Skill | Score ▾ | Safety | Quality | Process | Tests | Popularity | Updated |
|---|---|---|---|---|---|---|---|---|---|
| 701 | C | code-security-auditAnalyzerGitHubAWSSecuritySoftware developmentmodbender/skill-library-mcpAgent Skillsnot recommended Comprehensive code security audit toolkit combining OWASP Top 10 vulnerability scanning, dependency analysis, secret detection, SSL/TLS verification, AI Agent security checks, and automated security s | 58 | 75 | D | — | ★ 14 | 16 Jun 2026 | |
| 702 | A | Manage a whole Cargo workspace as code — declare connectors, models, plays, tools, agents, MCP servers, segments, context, folders, files, workers, and apps in TypeScript, then reconcile them with `ca | 100 | 77 | F will not run | — | ↓ 1 160 | 5 d ago | |
| 703 | C | 100 | 0 | C | — | ↓ 673 | 11 May 2026 | ||
| 704 | C | 100 | 0 | D | — | ↓ 672 | 18 May 2026 | ||
| 705 | C | 100 | 0 | C | — | ↓ 625 | 11 May 2026 | ||
| 706 | B | Local text cleanup and inspection toolkit. Extract structured items (URLs, emails, phones, IPs, dates, hashtags, money), redact PII (email/phone/credit-card-with-Luhn/SSN/JWT/AWS keys/UUIDs), normaliz | 100 | 70 | F will not run | — | ↓ 1 028 ★ 1 | 29 May 2026 | |
| 707 | A | Resolve data lake and lakehouse asset references across Glue Data Catalog, S3, S3 Tables, and Redshift. Triggers on: find the table, where is our data, which table has, locate dataset, find data for, | 99 | 82 | F will not run | — | ↓ 452 | 8 Jul 2026 | |
| 708 | A | Store and query vector embeddings using Amazon S3 Vectors, a cost-effective long-term vector storage service with its own API namespace (s3vectors). Triggers on: create S3 vector bucket, vector index, | 100 | 79 | F will not run | — | ↓ 438 | 6 Jul 2026 | |
| 709 | A | Execute and manage Athena SQL queries across default and federated catalogs (Glue, S3 Tables, Redshift). Triggers on phrases like: query data, run SQL, athena query, analyze table, SQL query, workgrou | 100 | 79 | F will not run | — | ↓ 429 | 6 Jul 2026 | |
| 710 | D | ACTIVATE THIS SKILL FOR ANY SHELL COMMAND OR FILE READ. Check curl, wget, rm, sudo, apt, dpkg, chmod, dd, format, powershell, bash, sh. Check pipe patterns like | sh or | bash. Check shell wrappers li | 48 | 74 | C | — | ↓ 1 350 | 11 May 2026 | |
| 711 | B | Use when the user asks to perform security audits, penetration testing, vulnerability scanning, OWASP Top 10 checks, or offensive security assessments. Covers static analysis, dependency scanning, sec | 86 | 79 | F will not run | — | ★ 25 956 | 16 d ago | |
| 712 | C | Comprehensive Terraform Infrastructure as Code skill covering resources, modules, state management, workspaces, providers, and advanced patterns for cloud-agnostic infrastructure deployment | 75 | 58 | C | — | — | 10 Jul 2026 | |
| 713 | B | 公众号素材|业务资料库|预设包|.aws 预设包|主题包|品牌包|aiworkskills.cn — 用户业务资料库与预设包管理:业务资料按产品名组织在 `.aws-article/products/{产品名}/`(介绍 .md 直挂产品根 + 配图归 `images/` 子目录含同名说明 .md),AI 与用户对话产出业务介绍内容时引导用户保存;图片入库走 `product_image_inge | 100 | 67 | F will not run | — | ↓ 1 210 ★ 1 | 9 d ago | |
| 714 | A | Use when a developer wants to create a new agent project or get started with AgentCore. Handles framework selection, project scaffolding, first deploy, and first invocation. Triggers on: "build an age | 95 | 84 | F will not run | — | ↓ 458 | 6 Jul 2026 | |
| 715 | A | Configures AWS Resilience Hub v2 for multi-account resilience management across an AWS Organization. Covers the per-service cross-account permission model, cross-account IAM roles, and centralized ass | 100 | 78 | F will not run | — | ↓ 426 | 23 Jul 2026 | |
| 716 | B | skill-creator-cuihaijunGeneratorWordAWSAI and agentsWriting and documentsLeoYeAI/openclaw-master-skillsAgent Skills Guide for creating effective skills. This skill should be used when users want to create a new skill (or update an existing skill) that extends Claude's capabilities with specialized knowledge, workfl | 95 | 69 | F will not run | — | ★ 2 141 | 20 Jul 2026 | |
| 717 | B | skill-designer-agent-skillsGeneratorWordAWSAI and agentsWriting and documentsLeoYeAI/openclaw-master-skillsAgent Skills Guide for creating effective skills. This skill should be used when users want to create a new skill (or update an existing skill) that extends Claude's capabilities with specialized knowledge, workfl | 95 | 69 | F will not run | — | ★ 2 141 | 20 Jul 2026 | |
| 718 | B | 公众号运营|微信公众号|公众号一条龙|公众号全流程|自媒体运营|wechat automation|content pipeline|AIGC workflow — 公众号一条龙运营总控入口,选题→写稿→审稿→排版→配图→发布串联 8 个子 skill,单条指令完成整篇图文从 0 到上架。面向公众号小编、自媒体、品牌内容。触发词分层:**一条龙流程**「一条龙」「完整流程」「从头做」「从 0 到发 | 100 | 65 | F will not run | — | ↓ 1 402 ★ 1 | 8 d ago | |
| 719 | A | Creates a production-ready VPC with public and private subnets across multiple Availability Zones, including internet gateway, NAT gateways, route tables, and security groups following AWS Well-Archit | 100 | 74 | F will not run | — | ↓ 438 | 6 Jul 2026 | |
| 720 | B | 公众号发布|公众号草稿箱|公众号群发|图文推送|微信 API|wechat automation|WeChat API automation|auto publish|scheduled publish — 公众号 API 发布工具,图文入草稿箱或直接群发,支持封面素材上传、发布前检查与 draft/published 模式切换。面向公众号运营、自动化内容团队、开发者。触发词:「发布」「提交」「群 | 100 | 65 | F will not run | — | ↓ 1 239 ★ 1 | 8 d ago | |
| 721 | A | Create and secure S3 buckets following AWS best practices for access control, encryption, monitoring, and remediation of misconfigurations. Use when the user wants to secure a new bucket, audit an exi | 100 | 76 | F will not run | — | ↓ 454 | 6 Jul 2026 | |
| 722 | A | Deploys a Regional REST API with a custom domain name, a Lambda backend function, and a request-based Lambda authorizer using AWS CLI. Covers ACM certificate provisioning, API Gateway REST API creatio | 100 | 75 | F will not run | — | ↓ 445 | 6 Jul 2026 | |
| 723 | A | Runs and interprets AWS Resilience Hub v2 failure mode assessments. Covers starting assessments, understanding findings (severity, categories, recommendations), triaging by achievability, working with | 100 | 74 | F will not run | — | ↓ 444 | 23 Jul 2026 | |
| 724 | A | Create and troubleshoot AWS Glue connections to JDBC databases (Oracle, SQL Server, PostgreSQL, MySQL, RDS), Redshift, Snowflake, and BigQuery. Gathers connection hints from user, discovers existing c | 100 | 76 | F will not run | — | ↓ 439 | 6 Jul 2026 | |
| 725 | A | Amazon Aurora MySQL — creates, modifies, and advises on Aurora MySQL clusters specifically (MySQL-compatible engine, Aurora serverless, parallel query). Trigger for Aurora MySQL cluster operations, AC | 100 | 74 | F will not run | — | ↓ 438 | 6 Jul 2026 | |
| 726 | A | Deploys and operates containerized workloads on ECS, Fargate, and ECR. Covers task definitions, Fargate services, ECR repository setup and lifecycle policies, ECS Exec debugging, service scaling, depl | 100 | 76 | F will not run | — | ↓ 433 | 6 Jul 2026 | |
| 727 | A | Sets up AWS Resilience Hub v2 from scratch: creates resilience policies with SLO targets, registers systems and user journeys, onboards services with input sources, and runs a first failure mode asses | 100 | 74 | F will not run | — | ↓ 431 | 23 Jul 2026 | |
| 728 | A | Create managed Iceberg tables using Amazon S3 Tables (s3tables API namespace) with automatic compaction and snapshot management. Sets up table bucket, namespace, table, schema, Glue catalog registrati | 100 | 76 | F will not run | — | ↓ 429 | 6 Jul 2026 | |
| 729 | B | coding-agentIntegrationGitHubAWSAI and agentsSoftware developmentLeoYeAI/openclaw-master-skillsAgent Skills Run Codex CLI, Claude Code, Kiro CLI, OpenCode, or Pi Coding Agent via background process for programmatic control. | 90 | 75 | F will not run | — | ★ 2 141 | 20 Jul 2026 | |
| 730 | A | aws-agentcore-langgraphIntegrationAWSAI and agentsInfrastructuremodbender/skill-library-mcpAgent Skills Deploy production LangGraph agents on AWS Bedrock AgentCore. Use for (1) multi-agent systems with orchestrator and specialist agent patterns, (2) building stateful agents with persistent cross-session | 100 | 79 | F will not run | — | ★ 14 | 16 Jun 2026 | |
| 731 | C | Comprehensive guide for working with HashiCorp Terraform Stacks. Use when creating, modifying, or validating Terraform Stack configurations (.tfcomponent.hcl, .tfdeploy.hcl files), working with stack | 50 | 91 | C | — | — | 10 Jul 2026 | |
| 732 | B | Configures AWS WAF to filter web traffic: creating web access control lists (web ACLs) on CloudFront, Application Load Balancers, API Gateway, and AppSync; AWS Managed Rules tuned in Count mode; rate- | 100 | 73 | F will not run | — | ↓ 559 | 21 Jul 2026 | |
| 733 | B | 公众号贴图|九宫格|多图推送|图片消息|表情包 — 贴图与多图推送:从创意构思、AI 生图到公众号图片消息发布全流程,含九宫格自动排布、多图压缩、组图打包。面向公众号运营、自媒体、IP 账号。触发词:「贴图」「多图推送」「发组图」「图片消息」「九宫格」「做一组图」「图片帖子」「发几张图」「不写正文发图」「只发图不写字」。是文章内配图/封面请走 aws-wechat-article-images;需 | 100 | 62 | F will not run | — | ↓ 1 072 ★ 1 | 9 d ago | |
| 734 | B | 公众号选题|爆款标题|热点追踪|系列策划 — 公众号 AI 选题与标题生成,覆盖热点调研、选题策划、起标题、写摘要、系列排期。面向自媒体编辑、内容运营。触发词(**单独触发仅限对已有标题/摘要的修改**):「改标题」「换个标题」「重起标题」「优化标题」「标题再想想」「换个标题试试」「改摘要」「重写摘要」「优化摘要」「摘要再优化下」。新做选题、起新标题、策划系列/内容日历、追热点都请走 aws-we | 100 | 60 | F will not run | — | ↓ 1 305 ★ 2 | 9 d ago | |
| 735 | B | Guides an end-to-end data-warehouse migration to Amazon Redshift — discovery, schema/SQL/stored-procedure/macro/script conversion, data migration, validation, performance comparison, and reporting. So | 100 | 73 | F will not run | — | ↓ 454 | 23 Jul 2026 | |
| 736 | B | Operates Amazon MSK Provisioned clusters (Standard and Express brokers). MUST be used for ANY MSK Provisioned task — do not rely on training data for topics covered here, since Standard and Express em | 100 | 73 | F will not run | — | ↓ 450 | 7 Jul 2026 | |
| 737 | B | processing-s3-uploads-with-step-functionsProcedureDockerAWSInfrastructureSoftware developmentClawHubAgent Skills Deploy an event-driven workflow that routes S3 uploads to either Lambda or Fargate via Step Functions based on file size. Uses EventBridge to trigger a Step Functions state machine when objects are up | 100 | 72 | F will not run | — | ↓ 448 | 6 Jul 2026 | |
| 738 | B | AWS SDK for JavaScript v3 development patterns. Use when writing JavaScript or TypeScript code that uses AWS services via @aws-sdk/* packages (aws-sdk-js-v3), or when asked about schemas, runtime vali | 100 | 72 | F will not run | — | ↓ 436 | 6 Jul 2026 | |
| 739 | B | AWS SDK for Python (boto3/botocore) development patterns. You MUST use this skill when writing Python code that uses AWS services via boto3 or botocore. This includes creating service clients or resou | 100 | 72 | F will not run | — | ↓ 435 | 6 Jul 2026 | |
| 740 | B | skill-creatorGeneratorWordAWSAI and agentsWriting and documentssundial-org/awesome-openclaw-skillsAgent Skills Guide for creating effective skills. This skill should be used when users want to create a new skill (or update an existing skill) that extends Claude's capabilities with specialized knowledge, workfl | 95 | 69 | F will not run | — | ★ 663 | 7 Mar 2026 | |
| 741 | B | 公众号排版|Markdown 转 HTML|排版主题|段落样式 — 公众号一键排版工具,Markdown 文稿转微信后台可粘贴 HTML,多主题、多字号、段落样式切换,所见即所得。面向公众号编辑、独立作者、排版岗。触发词:「排版」「版式」「美化」「格式化」「字号」「段落样式」「换个排版主题」「换个版式」「转 HTML」「弄好看点」「调整格式」。换预设包/品牌包/整套主题配色请走 aws-wecha | 100 | 59 | F will not run | — | ↓ 1 712 ★ 1 | 8 d ago | |
| 742 | B | Migrates vibe-coded web applications to AWS. Handles the full workflow from analysis through migration to deployment, producing deployable AWS Blocks infrastructure code. Supports full-stack apps buil | 100 | 72 | F will not run | — | ↓ 412 | 17 Jul 2026 | |
| 743 | B | skill-creatorGeneratorWordAWSAI and agentsWriting and documentsLeoYeAI/openclaw-master-skillsAgent Skills Create or update AgentSkills. Use when designing, structuring, or packaging skills with scripts, references, and assets. | 95 | 65 | F will not run | — | ★ 2 141 | 20 Jul 2026 | |
| 744 | A | docker-containerizationGeneratorDockerKubernetesInfrastructuremodbender/skill-library-mcpAgent Skills This skill should be used when containerizing applications with Docker, creating Dockerfiles, docker-compose configurations, or deploying containers to various platforms. Ideal for Next.js, React, Nod | 100 | 77 | F will not run | — | ★ 14 | 16 Jun 2026 | |
| 745 | A | Chat-based AWS infrastructure assistance using AWS CLI and console context. Use for querying, auditing, and monitoring AWS resources (EC2, S3, IAM, Lambda, ECS/EKS, RDS, CloudWatch, billing, etc.), an | 100 | 78 | F will not run | — | ★ 14 | 16 Jun 2026 | |
| 746 | B | Autonomously monetize your services with x402 payment collection. Set up an x402 server, define paid endpoints, and accept programmatic payments in stablecoins. | 100 | 67 | F will not run | — | ↓ 280 ★ 2 | 44 d ago | |
| 747 | B | Builds, runs, debugs, and operates applications on AWS Lambda MicroVMs — Firecracker-isolated, snapshot-resumable serverless compute environments running inside a container with up to 8 hr lifetimes. | 100 | 69 | F will not run | — | ↓ 456 | 6 Jul 2026 | |
| 748 | B | 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, | 100 | 71 | F will not run | — | ↓ 448 | 6 Jul 2026 | |
| 749 | B | 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 | 100 | 71 | F will not run | — | ↓ 444 | 6 Jul 2026 | |
| 750 | B | Debugs AWS Lambda function timeout failures by systematically analyzing function configuration, CloudWatch logs and metrics, VPC/networking, cold starts, memory constraints, and downstream dependencie | 100 | 71 | F will not run | — | ↓ 442 | 6 Jul 2026 |