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| # | Skill | Repository | Stars | Used in | Tokens | Auto-check | Licence | Updated |
|---|---|---|---|---|---|---|---|---|
| 1 | Finds or validates a usable SageMaker execution role before deploying or training, so scripts do not try to create IAM roles they lack permission to create. | huggingface/ | 11k | 1 repo | ~1.8k | Automated safety check: Pass | Apache-2.0 | yesterday |
| 2 | Chooses the right serving container and current image URI for deploying a Hugging Face model to a SageMaker endpoint, preferring Hugging Face images over generic ones. | huggingface/ | 11k | 1 repo | ~4.6k | Automated safety check: Pass | Apache-2.0 | yesterday |
| 3 | Cuts cloud spend across AWS, Azure, GCP and OCI with cost tagging, rightsizing, commitment and spot pricing models, and architecture changes. | wshobson/ | 40k | 14 repos | ~1.7k | Automated safety check: Pass | MIT | 4 days ago |
| 4 | Sets up an isolated Python environment with a supported interpreter and current boto3 before any SageMaker deployment, training or AWS automation code runs. | huggingface/ | 11k | 2 repos | ~1.7k | Automated safety check: Pass | Apache-2.0 | yesterday |
| 5 | Map of the agent-squad Python framework for async multi-agent orchestration: which agent, classifier, storage and tool provider to pick, and the pitfalls to avoid. | 2FastLabs/ | 7.8k | — | ~4.7k | Automated safety check: Pass | Apache-2.0 | yesterday |
| 6 | Review a Terraform AWS Provider PR's end-user documentation (website/docs//.markdown): whether docs are needed, description openings, argument/attribute style, section structure, tags wording, code… | hashicorp/ | 11k | — | ~1.3k | Automated safety check: Pass | MPL-2.0 | today |
| 7 | AWS Cloud Development Kit (CDK) expert for building cloud infrastructure with TypeScript/Python. | zxkane/ | 367 | 2 repos | ~2.5k | Automated safety check: Pass | MIT | 3 mo ago |
| 8 | Comprehensive DevOps skill for CI/CD, infrastructure automation, containerization, and cloud platforms (AWS, GCP, Azure). Includes pipeline setup… | maslennikov-ig/ | 260 | 6 repos | ~1.1k | Automated safety check: Notes | Unknown | 7 mo ago |
| 9 | Pattern for wrapping third-party SDK clients (Stripe, Resend, AWS, etc.) with Effect. | UsefulSoftwareCo/ | 4.1k | 1 repo | ~1.4k | Automated safety check: Pass | MIT | today |
| 10 | AWS serverless and event-driven architecture expert based on Well-Architected Framework. | zxkane/ | 367 | 4 repos | ~3.2k | Automated safety check: Pass | MIT | 3 mo ago |
| 11 | Draw cloud architecture diagrams for AWS, Azure or GCP with the official provider icon sets, using TerraVision. | patrickchugh/ | 1.6k | — | ~5.6k | Automated safety check: Notes | AGPL-3.0-only | 3 days ago |
| 12 | 12.Thesvg Fetch brand SVG logos and cloud architecture icons (AWS, Azure, GCP) from theSVG. | glincker/ | 2.8k | — | ~1.5k | Automated safety check: Pass | MIT | today |
| 13 | Add or extend Redis commands in the Lettuce client API end-to-end — a new core command, a family of new commands, an extension to an existing command's options, or a module/area command… | redis/ | 5.8k | — | ~7.7k | Automated safety check: Notes | MIT | today |
| 14 | 14.Foundatio A skill your agent uses when working with Foundatio infrastructure abstractions for .NET -- caching, queuing, messaging, file storage, distributed locking, or background jobs. | FoundatioFx/ | 2.1k | — | ~3.9k | Automated safety check: Pass | Apache-2.0 | today |
| 15 | Generates Excalidraw diagram files from plain descriptions, choosing among flowcharts, mind maps, architecture, swimlane, class, sequence and ER diagrams. | tech-leads-club/ | 7k | — | ~3.6k | Automated safety check: Pass | CC-BY-4.0 | yesterday |
| 16 | Review Terraform AWS Provider helper code: finders, status functions, waiters, sweepers, data sources, and list resources. | hashicorp/ | 11k | — | ~978 | Automated safety check: Pass | MPL-2.0 | today |
| 17 | A skill your agent uses when writing or editing Javadoc for Lettuce public API — new methods, classes, deprecations, or when a reviewer asks to fix or improve doc comments. | redis/ | 5.8k | — | ~809 | Automated safety check: Pass | MIT | today |
| 18 | Provision and verify an OSWorld-V2 checkout after clone. An agent skill from xlang-ai/OSWorld-V2. | xlang-ai/ | 355 | 1 repo | ~2.6k | Automated safety check: Notes | Apache-2.0 | 8 days ago |
| 19 | 19.Cognito AWS Cognito user authentication and authorization service. An agent skill from itsmostafa/aws-agent-skills. | itsmostafa/ | 1.2k | 1 repo | ~2.3k | Automated safety check: Pass | MIT | 4 days ago |
| 20 | Creates, validates and renders Mermaid diagrams to SVG, PNG or ASCII, including C4 and AWS architecture-beta, flowcharts, sequence diagrams and ERDs. | tech-leads-club/ | 7k | — | ~4.6k | Automated safety check: Pass | CC-BY-4.0 | yesterday |
| 21 | Migrate a legacy AWS Glue development endpoint to a Glue interactive session, following the official AWS migration checklist. | aws-samples/ | 1.5k | — | ~3.6k | Automated safety check: Pass | MIT-0 | 1 mo ago |
| 22 | Review Terraform AWS Provider Resource Identity: the identity-strategy annotations (@ArnIdentity, @SingletonIdentity, @IdentityAttribute), multi-attribute @ImportIDHandler parsers, and region… | hashicorp/ | 11k | — | ~692 | Automated safety check: Pass | MPL-2.0 | today |
| 23 | Add a new AWS event source attribute (e.g., Kinesis, Kafka, MQ) to the Lambda .NET Annotations framework, including the attribute class, source generator integration, CloudFormation writer, unit… | aws/ | 1.7k | — | ~3k | Automated safety check: Pass | Apache-2.0 | today |
| 24 | Deploy, resume, verify, update, recover, reset, or destroy production Dirextalk services and nodes on AWS, and wire local agent runtimes. | YingSuiAI/ | 457 | — | ~7.2k | Automated safety check: Pass | MIT | 1 mo ago |
| 25 | 25.Terrashark Prevent Terraform/OpenTofu hallucinations by diagnosing and fixing failure modes: identity churn, secret exposure, blast-radius mistakes, CI drift, and compliance gate gaps. | LukasNiessen/ | 715 | — | ~843 | Automated safety check: Pass | MIT | 7 days ago |
| 26 | Analyze environment variables in JavaScript/TypeScript projects. | qdhenry/ | 1.3k | — | ~2.8k | Automated safety check: Notes | No licence | 7 mo ago |
| 27 | Advances RStudio's pinned copilot-language-server dependency to a specified release, then uploads it to S3, verifies the install, and opens a PR. | rstudio/ | 5.1k | — | ~1.1k | Automated safety check: Pass | Unknown | today |
| 28 | 28.Ecspresso ECS deployment tool - deploy, manage, and troubleshoot ECS services | kayac/ | 1.1k | — | ~1.4k | Automated safety check: Pass | MIT | 4 days ago |
| 29 | 29.Spotinfo Query Spot/preemptible VM prices, savings and interruption risk across AWS, GCP and Azure with the spotinfo CLI. | alexei-led/ | 164 | — | ~1.8k | Automated safety check: Pass | Apache-2.0 | 4 days ago |
| 30 | Review Terraform AWS Provider resource lifecycle: CRUD step order, smerr/smarterr error handling, and AutoFlex model-to-SDK conversion. | hashicorp/ | 11k | — | ~990 | Automated safety check: Pass | MPL-2.0 | today |
| 31 | Answers AWS architecture, security and service-selection questions by searching AWS documentation through MCP tools first, then adapting advice to your stack and team. | tech-leads-club/ | 7k | — | ~2.1k | Automated safety check: Pass | CC-BY-4.0 | yesterday |
| 32 | A skill your agent uses when creating or updating splunkconfig.yml, designing Splunk Enterprise lab topology, multisite IDXC, SHC layout, architecture plan before config, or AWS Terraform block for… | splunk/ | 138 | — | ~3.5k | Automated safety check: Pass | Proprietary | 3 days ago |
| 33 | A skill your agent uses when asked to help install or uninstall BoltMCP | boltmcp/ | 371 | — | ~2.3k | Automated safety check: Pass | No licence | 2 days ago |
| 34 | 大厂 AI 模拟面试官。覆盖阿里、腾讯、字节跳动、百度、美团、京东、华为、滴滴、拼多多、Google、Meta、Amazon、Microsoft 等国内外头部互联网/科技公司。用户输入目标公司名、岗位名和 JD 内容,上传简历后,Agent 扮演大厂面试官,结合 JD 要求与简历情况,输出 10 道高质量面试题(含难度、参考答案提示、追问方向),并支持生成「好答案 vs 差答案」对比示例、HR… | jennifer88huang/ | 371 | — | ~3.1k | Automated safety check: Notes | No licence | 3 mo ago |
| 35 | Verify or select a SageMaker execution role before creating models, endpoints, or training jobs. | waybarrios/ | 533 | — | ~1.6k | Automated safety check: Pass | Apache-2.0 | 3 days ago |
| 36 | 36.Drawio AWS A skill your agent uses when the user asks for an AWS architecture diagram — VPC/networking, event-driven, landing zone, multi-AZ, serverless pipeline, or any diagram built with AWS service icons. | sparklabx/ | 654 | — | ~1.6k | Automated safety check: Pass | MIT | yesterday |
| 37 | 37.Implement Implement a planned DynamoDB-Toolbox feature end-to-end and open a pull request. | dynamodb-toolbox/ | 2k | — | ~1.8k | Automated safety check: Pass | MIT | 6 days ago |
| 38 | Review Terraform AWS Provider Plugin Framework schema shape: model structs, Required/Optional/Computed combinations, plan modifiers (no ForceNew), nested-block custom types, validators, sensitive… | hashicorp/ | 11k | — | ~1k | Automated safety check: Pass | MPL-2.0 | today |
| 39 | Runs agent-browser on cloud browser sessions hosted by AWS Bedrock AgentCore, with credentials taken from the environment or the AWS CLI. | vercel-labs/ | 44k | — | ~1k | Automated safety check: Pass | Apache-2.0 | yesterday |
| 40 | Deep static code review of an mql provider for logic errors, nil-handling bugs, pagination truncation, caching/id collisions, and other defects that silently give users wrong data. | mondoohq/ | 412 | — | ~2.9k | Automated safety check: Pass | Unknown | today |
| 41 | "Learn then Build" — help developers understand AWS Well-Architected best practices for their specific workload, then produce actionable visual artifacts (architecture diagrams with WA annotations… | aws-samples/ | 273 | — | ~3.8k | Automated safety check: Pass | MIT-0 | 3 days ago |
| 42 | Bumps the build-time and installed Node.js versions in the RStudio repository, uploads the binaries to S3, verifies the install and opens a PR. | rstudio/ | 5.1k | — | ~2.7k | Automated safety check: Pass | Unknown | today |
| 43 | Detect dangling DNS records and subdomain-takeover risks across a multi-cloud environment by running the bundled findmytakeover tool. | anirudhbiyani/ | 180 | — | ~1.8k | Automated safety check: Pass | GPL-3.0 | 1 mo ago |
| 44 | Design AWS architectures for startups using serverless patterns and IaC templates. | alirezarezvani/ | 28k | 1 repo | ~2.5k | Automated safety check: Pass | MIT | 1 mo ago |
| 45 | Guide AWS CDK contributions from GitHub issue analysis to PR-ready code. | cdklabs/ | 110 | — | ~4.6k | Automated safety check: Pass | Apache-2.0 | 3 mo ago |
| 46 | 46.Phidown Search, filter, download, and analyze Copernicus Data Space products with the phidown project. | ESA-PhiLab/ | 105 | — | ~1k | Automated safety check: Pass | Apache-2.0 | 1 mo ago |
| 47 | 47.Plan Write the technical implementation strategy for a spec'd DynamoDB-Toolbox task. | dynamodb-toolbox/ | 2k | — | ~1.5k | Automated safety check: Pass | MIT | 6 days ago |
| 48 | 48.Frugal Cloud cost awareness for agents. An agent skill from yuanboP/frugal. | yuanboP/ | 198 | — | ~2.1k | Automated safety check: Pass | MIT | 2 mo ago |