[{"data":1,"prerenderedAt":-1},["ShallowReactive",2],{"extension-plugin-zxkane-aws-cost-ops-en":3,"guides-for-zxkane-aws-cost-ops":477,"similar-k177wyrfvtzepf2a05jpm75chh86np9f-en":478},{"_creationTime":4,"_id":5,"children":6,"community":48,"display":49,"evaluation":53,"identity":280,"isFallback":266,"parentExtension":283,"providers":316,"relations":322,"repo":323,"tags":474,"workflow":475},1778699647844.0173,"k177wyrfvtzepf2a05jpm75chh86np9f",[7],{"_creationTime":8,"_id":9,"community":10,"display":12,"identity":18,"providers":24,"relations":41,"tags":43,"workflow":44},1778699647844.0188,"k173tfew8wsa14kkva5zs4099986mp1w",{"reviewCount":11},0,{"description":13,"installMethods":14,"name":16,"sourceUrl":17},"AWS cost optimization, monitoring, and operational excellence expert. Use when analyzing AWS bills, estimating costs, setting up CloudWatch alarms, querying logs, auditing CloudTrail activity, or assessing security posture. Essential when user mentions AWS costs, spending, billing, budget, pricing, CloudWatch, observability, monitoring, alerting, CloudTrail, audit, or wants to optimize AWS infrastructure costs and operational efficiency.",{"claudeCode":15},"zxkane/aws-skills","aws-cost-operations","https://github.com/zxkane/aws-skills",{"basePath":19,"githubOwner":20,"githubRepo":21,"locale":22,"slug":16,"type":23},"plugins/aws-cost-ops/skills/aws-cost-operations","zxkane","aws-skills","en","skill",{"evaluate":25,"extract":39},{"promptVersionExtension":26,"promptVersionScoring":27,"score":28,"tags":29,"targetMarket":37,"tier":38},"3.0.0","4.4.0",97,[30,31,32,33,34,35,36],"aws","cost-optimization","monitoring","operations","cloudwatch","aws-cli","mcp","global","verified",{"commitSha":40},"HEAD",{"parentExtensionId":5,"repoId":42},"kd7708aervxaq6vqq9tdf93s2586mcqy",[30,35,34,31,36,32,33],{"evaluatedAt":45,"extractAt":46,"updatedAt":47},1778699805843,1778699647844,1778699908945,{"reviewCount":11},{"description":50,"installMethods":51,"name":52,"sourceUrl":17},"AWS cost optimization, monitoring, and operational excellence with integrated MCP servers for billing, cost analysis, observability, and security assessment",{"claudeCode":52},"aws-cost-ops",{"_creationTime":54,"_id":55,"extensionId":5,"locale":22,"result":56,"trustSignals":264,"workflow":278},1778699712837.8113,"kn76jywye33hjzh5yp831wb52186md9c",{"checks":57,"evaluatedAt":241,"extensionSummary":242,"features":243,"nonGoals":248,"promptVersionExtension":26,"promptVersionScoring":27,"purpose":252,"rationale":253,"score":254,"summary":255,"tags":256,"targetMarket":37,"tier":38,"useCases":259},[58,63,66,69,73,76,80,85,88,91,95,99,102,106,109,112,115,118,121,124,128,132,136,140,144,147,150,153,157,160,163,166,169,172,175,179,183,187,190,194,197,200,203,206,208,211,214,217,220,223,227,230,233,237],{"category":59,"check":60,"severity":61,"summary":62},"Practical Utility","Problem relevance","pass","The description clearly states that the extension addresses AWS cost optimization, monitoring, and operational excellence, which are concrete user problems.",{"category":59,"check":64,"severity":61,"summary":65},"Unique selling proposition","The extension integrates MCP servers for specific AWS tasks like cost analysis, monitoring, and security, offering value beyond basic AWS CLI commands or generic LLM capabilities.",{"category":59,"check":67,"severity":61,"summary":68},"Production readiness","The plugin provides integrated MCP servers for core AWS operations (pricing, cost explorer, CloudWatch) and references relevant documentation, covering a significant part of the operational lifecycle for AWS cost and operations.",{"category":70,"check":71,"severity":61,"summary":72},"Scope","Single responsibility principle","The plugin focuses on AWS cost optimization, monitoring, and operational excellence, with integrated MCP servers that support these specific domains.",{"category":70,"check":74,"severity":61,"summary":75},"Description quality","The displayed description accurately reflects the capabilities of the AWS Cost & Operations plugin as detailed in the SKILL.md and README.md.",{"category":77,"check":78,"severity":61,"summary":79},"Invocation","Scoped tools","The allowed tools are specific (e.g., `mcp__pricing__*`, `Bash(aws ce *)`) and clearly tied to the defined AWS cost and operations domain.",{"category":81,"check":82,"severity":83,"summary":84},"Documentation","Configuration & parameter reference","not_applicable","No explicit configuration parameters or environment variables are mentioned as being read by this specific skill's core logic, and the MCP servers abstract direct parameter interaction.",{"category":70,"check":86,"severity":61,"summary":87},"Tool naming","Tool names like `aws ce *` and `mcp__costexp__*` are descriptive and follow a consistent pattern within the AWS domain.",{"category":70,"check":89,"severity":61,"summary":90},"Minimal I/O surface","The tools and MCP interfaces are designed for specific AWS tasks, implying focused inputs and outputs rather than broad data blobs.",{"category":92,"check":93,"severity":61,"summary":94},"License","License usability","The extension is licensed under the MIT License, which is a permissive open-source license and is clearly stated in the LICENSE file and README.",{"category":96,"check":97,"severity":61,"summary":98},"Maintenance","Commit recency","The latest commit was on April 22, 2026, which is within the last 3 months.",{"category":96,"check":100,"severity":83,"summary":101},"Dependency Management","No third-party dependencies are explicitly managed or updated within this plugin's scope; it relies on the Claude Code environment and bundled MCPs.",{"category":103,"check":104,"severity":61,"summary":105},"Security","Secret Management","The skill interacts with AWS services which require credentials, but these are managed by the AWS CLI and Claude Code environment, not hardcoded or echoed.",{"category":103,"check":107,"severity":61,"summary":108},"Injection","The skill primarily uses AWS CLI commands and MCPs, which are designed to handle input safely, and there are no indications of executing untrusted third-party code.",{"category":103,"check":110,"severity":61,"summary":111},"Transitive Supply-Chain Grenades","The plugin relies on established AWS CLI commands and MCPs, with no runtime downloads or execution of external scripts.",{"category":103,"check":113,"severity":61,"summary":114},"Sandbox Isolation","The skill uses AWS CLI commands and MCPs, which operate within the Claude Code sandbox and do not attempt to modify files outside the project scope.",{"category":103,"check":116,"severity":61,"summary":117},"Sandbox escape primitives","There are no indications of detached process spawns or retry loops around denied tool calls within the skill's scripts or hooks.",{"category":103,"check":119,"severity":61,"summary":120},"Data Exfiltration","The skill's intended use is to query AWS data for analysis, not to exfiltrate confidential data to unauthorized third parties. Outbound calls are to AWS APIs.",{"category":103,"check":122,"severity":61,"summary":123},"Hidden Text Tricks","The bundled content (SKILL.md, README.md) appears free of hidden steering tricks or obfuscated characters.",{"category":125,"check":126,"severity":61,"summary":127},"Hooks","Opaque code execution","The skill relies on plain Bash commands and documented MCP interfaces, with no obfuscated or dynamically fetched code.",{"category":129,"check":130,"severity":61,"summary":131},"Portability","Structural Assumption","The skill primarily uses AWS CLI commands and MCPs, which are environment-agnostic and do not make assumptions about project file layouts.",{"category":133,"check":134,"severity":61,"summary":135},"Trust","Issues Attention","There are 0 issues opened and 0 closed in the last 90 days, indicating the repository is either new, has no current issues, or issues are disabled.",{"category":137,"check":138,"severity":61,"summary":139},"Versioning","Release Management","The repository has a recent commit date, and while no explicit versioning is declared in SKILL.md or package.json, the install instructions reference the repository directly, implying latest version usage.",{"category":141,"check":142,"severity":61,"summary":143},"Code Execution","Validation","The AWS CLI commands and MCP interfaces are expected to perform their own internal validation and sanitization of arguments.",{"category":103,"check":145,"severity":61,"summary":146},"Unguarded Destructive Operations","The primary functions are analytical (cost, monitoring, audit), and any potential write operations (like setting alarms) would be standard AWS API calls, not raw destructive commands.",{"category":141,"check":148,"severity":61,"summary":149},"Error Handling","Standard AWS CLI and MCP error handling is assumed to be in place, providing structured error messages for the agent to interpret.",{"category":141,"check":151,"severity":83,"summary":152},"Logging","The skill's primary interaction is with AWS services via CLI and MCPs; it does not appear to have local audit file logging requirements.",{"category":154,"check":155,"severity":61,"summary":156},"Compliance","GDPR","The skill operates on AWS service data and configurations, not directly on personal user data, and does not submit personal data to third parties.",{"category":154,"check":158,"severity":61,"summary":159},"Target market","The extension targets AWS services which are global in nature, and there are no regional restrictions or signals in the documentation.",{"category":129,"check":161,"severity":61,"summary":162},"Runtime stability","The skill relies on the AWS CLI and Claude Code environment, which are designed for cross-platform compatibility.",{"category":81,"check":164,"severity":61,"summary":165},"README","The README.md file is comprehensive, detailing the plugin's purpose, features, installation, and usage examples.",{"category":70,"check":167,"severity":61,"summary":168},"Tool surface size","The `allowed-tools` list is curated and specific, indicating a manageable number of tools rather than an overwhelming surface.",{"category":77,"check":170,"severity":61,"summary":171},"Overlapping near-synonym tools","The tool names and MCP prefixes (e.g., `mcp__pricing__`, `mcp__costexp__`, `Bash(aws ce *)`) are distinct and map to specific functionalities.",{"category":81,"check":173,"severity":61,"summary":174},"Phantom features","All advertised features, such as cost estimation and monitoring capabilities, are supported by the listed MCP servers and AWS CLI commands.",{"category":176,"check":177,"severity":61,"summary":178},"Install","Installation instruction","Clear installation instructions are provided in the README for both marketplace and npx methods, including dependency management.",{"category":180,"check":181,"severity":61,"summary":182},"Errors","Actionable error messages","Standard AWS CLI and MCP error handling is assumed to provide actionable messages through the Claude Code environment.",{"category":184,"check":185,"severity":83,"summary":186},"Execution","Pinned dependencies","The extension does not appear to bundle or manage external script dependencies with lockfiles; it relies on the Claude Code runtime and AWS CLI.",{"category":70,"check":188,"severity":61,"summary":189},"Dry-run preview","While not explicitly stated, AWS CLI commands for cost analysis and monitoring are generally read-only or provide previews for state-changing operations when applicable.",{"category":191,"check":192,"severity":61,"summary":193},"Protocol","Idempotent retry & timeouts","AWS CLI commands and MCP interactions are expected to follow standard AWS API behaviors regarding retries and timeouts, which Claude Code can manage.",{"category":154,"check":195,"severity":61,"summary":196},"Telemetry opt-in","There is no indication of telemetry being collected or sent to external services by this skill; interactions are with AWS APIs.",{"category":77,"check":198,"severity":61,"summary":199},"Name collisions","The specific skill name `aws-cost-operations` is distinct, and its associated tools do not appear to collide with Claude Code built-ins or other common MCP prefixes.",{"category":77,"check":201,"severity":83,"summary":202},"Hooks-off mechanism","The provided source code and metadata do not indicate the presence of any custom hooks that would require a hooks-off mechanism.",{"category":77,"check":204,"severity":83,"summary":205},"Hook matcher tightness","No custom hooks are declared in the provided SKILL.md for this specific plugin, therefore this check is not applicable.",{"category":103,"check":207,"severity":83,"summary":205},"Hook security",{"category":125,"check":209,"severity":83,"summary":210},"Silent prompt rewriting","There are no `UserPromptSubmit` hooks present in the plugin's configuration.",{"category":103,"check":212,"severity":83,"summary":213},"Permission Hook","There are no `PermissionRequest` hooks present in the plugin's configuration.",{"category":154,"check":215,"severity":83,"summary":216},"Hook privacy","No custom hooks are declared in the provided SKILL.md, meaning no logging or telemetry events are generated through hooks.",{"category":141,"check":218,"severity":83,"summary":219},"Hook dependency","No custom hooks are declared in the provided SKILL.md, thus no hook scripts need to be evaluated for readability or complexity.",{"category":81,"check":221,"severity":61,"summary":222},"Feature Transparency","The README clearly outlines the plugin's features and integrated MCP servers, and the SKILL.md details the tools and their purpose.",{"category":224,"check":225,"severity":61,"summary":226},"Convention","Layout convention adherence","The plugin structure follows standard conventions with a `.claude-plugin` directory and organized skill directories, and the README details installation.",{"category":224,"check":228,"severity":83,"summary":229},"Plugin state","This plugin does not appear to manage persistent state that would require storage under `${CLAUDE_PLUGIN_DATA}`.",{"category":103,"check":231,"severity":83,"summary":232},"Keychain-stored secrets","This plugin does not directly handle secrets through `userConfig`; AWS credentials are managed by the environment or AWS CLI.",{"category":234,"check":235,"severity":61,"summary":236},"Dependencies","Tagged release sourcing","The plugin relies on AWS CLI commands and internally defined MCPs, which do not require sourcing from external tagged releases.",{"category":238,"check":239,"severity":61,"summary":240},"Installation","Clean uninstall","The plugin's operations are confined to standard AWS CLI commands and MCP interactions, which are session-scoped and do not leave background processes or daemons.",1778699712714,"This plugin provides AWS cost optimization, monitoring, and operational excellence capabilities using integrated MCP servers for pricing, cost analysis, and CloudWatch. It leverages AWS CLI commands for interacting with services like CloudWatch, CloudTrail, and Budgets.",[244,245,246,247],"AWS cost estimation and optimization","Detailed cost analysis and reporting","CloudWatch metrics, alarms, and logs analysis","Operational excellence guidance for AWS",[249,250,251],"Direct management of AWS billing accounts","Performing infrastructure changes without user direction","Providing real-time AWS service health status beyond CloudWatch metrics","To empower users to effectively manage AWS spending, monitor infrastructure health, and improve operational efficiency through integrated tools and expert guidance.","The plugin demonstrates high quality across all checks, with no significant findings. Minor points like lack of explicit versioning or detailed MCP server configuration documentation are outweighed by its strong adherence to best practices and clear scope.",98,"A well-structured and documented plugin for AWS cost optimization and operational excellence.",[30,31,32,35,34,257,258],"billing","observability",[260,261,262,263],"Estimating costs before deploying AWS resources","Analyzing historical AWS spending patterns","Setting up CloudWatch alarms for critical metrics","Troubleshooting operational issues using 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Gateway, Runtime, Memory, Identity, Code Interpreter, Browser, Observability, Agent Registry, and Evaluations","aws-agentic-ai",{"claudeCode":370},"inline plugin source from marketplace.json at plugins/aws-agentic-ai",[],{"basePath":375,"description":376,"displayName":370,"installMethods":377,"rationale":378,"selectedPaths":379,"source":341,"sourceLanguage":22,"type":23},"plugins/aws-agentic-ai/skills/aws-agentic-ai","AWS Bedrock AgentCore comprehensive expert for deploying and managing AI agents at scale. Use when working with any AgentCore service including Gateway, Runtime, Memory, Identity, Code Interpreter, Browser, Observability, Agent Registry, or Evaluations. Covers agent deployment, MCP tool integration, credential management, agent discovery, governance workflows, and automated quality assessment. Essential when user mentions AgentCore, agent runtime, agent registry, agent evaluation, MCP gateway, deploy agent, register MCP server, discover agents, evaluate agent quality, agent credentials, or wants to build, deploy, catalog, or monitor AI agents on AWS.",{"claudeCode":15},"SKILL.md frontmatter at plugins/aws-agentic-ai/skills/aws-agentic-ai/SKILL.md",[380,382,385,387,389,391,394,396,398,400,402],{"path":381,"priority":335},"SKILL.md",{"path":383,"priority":384},"references/agentcore-oauth-integration.md","medium",{"path":386,"priority":384},"references/agentcore-runtime-core.md",{"path":388,"priority":384},"references/agentcore-runtime-deploy.md",{"path":390,"priority":384},"references/agentcore-runtime-protocols.md",{"path":392,"priority":393},"scripts/Dockerfile.runtime-template","low",{"path":395,"priority":393},"scripts/a2a-server-template.py",{"path":397,"priority":393},"scripts/agui-server-template.py",{"path":399,"priority":393},"scripts/gateway-custom-resource-lambda.py",{"path":401,"priority":393},"scripts/mcp-server-template.py",{"path":403,"priority":393},"scripts/runtime-fastapi-template.py",{"basePath":405,"description":406,"displayName":407,"installMethods":408,"rationale":409,"selectedPaths":410,"source":341,"sourceLanguage":22,"type":23},"plugins/aws-cdk/skills/aws-cdk-development","AWS Cloud Development Kit (CDK) expert for building cloud infrastructure with TypeScript/Python. Use when creating CDK stacks, defining CDK constructs, implementing infrastructure as code, or when the user mentions CDK, CloudFormation, IaC, cdk synth, cdk deploy, or wants to define AWS infrastructure programmatically. Covers CDK app structure, construct patterns, stack composition, and deployment workflows.","aws-cdk-development",{"claudeCode":15},"SKILL.md frontmatter at plugins/aws-cdk/skills/aws-cdk-development/SKILL.md",[411,412,414],{"path":381,"priority":335},{"path":413,"priority":384},"references/cdk-patterns.md",{"path":415,"priority":393},"scripts/validate-stack.sh",{"basePath":417,"description":418,"displayName":419,"installMethods":420,"rationale":421,"selectedPaths":422,"source":341,"sourceLanguage":22,"type":23},"plugins/aws-common/skills/aws-mcp-setup","Configure AWS MCP servers for documentation search and API access. Use when setting up AWS MCP, configuring AWS documentation tools, troubleshooting MCP connectivity, or when user mentions aws-mcp, awsdocs, uvx setup, or MCP server configuration. Covers both Full AWS MCP Server (with uvx + credentials) and lightweight Documentation MCP (no auth required).","aws-mcp-setup",{"claudeCode":15},"SKILL.md frontmatter at plugins/aws-common/skills/aws-mcp-setup/SKILL.md",[423],{"path":381,"priority":335},{"basePath":19,"description":13,"displayName":16,"installMethods":425,"rationale":426,"selectedPaths":427,"source":341,"sourceLanguage":22,"type":23},{"claudeCode":15},"SKILL.md frontmatter at plugins/aws-cost-ops/skills/aws-cost-operations/SKILL.md",[428,429,431],{"path":381,"priority":335},{"path":430,"priority":384},"references/cloudwatch-alarms.md",{"path":432,"priority":384},"references/operations-patterns.md",{"basePath":434,"description":435,"displayName":436,"installMethods":437,"rationale":438,"selectedPaths":439,"source":341,"sourceLanguage":22,"type":23},"plugins/serverless-eda/skills/aws-serverless-eda","AWS serverless and event-driven architecture expert based on Well-Architected Framework. 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