[{"data":1,"prerenderedAt":-1},["ShallowReactive",2],{"extension-skill-zxkane-aws-cost-operations-en":3,"guides-for-zxkane-aws-cost-operations":466,"similar-k173tfew8wsa14kkva5zs4099986mp1w-en":467},{"_creationTime":4,"_id":5,"children":6,"community":7,"display":9,"evaluation":15,"identity":242,"isFallback":228,"parentExtension":247,"providers":307,"relations":311,"repo":312,"tags":463,"workflow":464},1778699647844.0188,"k173tfew8wsa14kkva5zs4099986mp1w",[],{"reviewCount":8},0,{"description":10,"installMethods":11,"name":13,"sourceUrl":14},"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":12},"zxkane/aws-skills","aws-cost-operations","https://github.com/zxkane/aws-skills",{"_creationTime":16,"_id":17,"extensionId":5,"locale":18,"result":19,"trustSignals":226,"workflow":240},1778699805843.4048,"kn72f4a05b8t6q4ay690wjv62186mwsb","en",{"checks":20,"evaluatedAt":192,"extensionSummary":193,"features":194,"nonGoals":200,"promptVersionExtension":204,"promptVersionScoring":205,"purpose":206,"rationale":207,"score":208,"summary":209,"tags":210,"targetMarket":218,"tier":219,"useCases":220},[21,26,29,32,36,39,43,48,51,54,58,62,65,69,72,75,78,81,84,87,91,95,99,103,107,110,114,117,121,124,127,130,133,136,139,143,147,150,153,157,160,163,166,169,173,176,179,182,185,189],{"category":22,"check":23,"severity":24,"summary":25},"Practical Utility","Problem relevance","pass","The description clearly identifies AWS cost optimization, monitoring, and operational excellence as the core problem domain and specifies when the skill should be used, including keywords that trigger its invocation.",{"category":22,"check":27,"severity":24,"summary":28},"Unique selling proposition","The skill offers significant value beyond a simple prompt by integrating multiple specialized MCP servers for detailed cost analysis, monitoring, and auditing, going beyond default LLM capabilities.",{"category":22,"check":30,"severity":24,"summary":31},"Production readiness","The skill appears production-ready, bundling necessary MCP servers and providing guidance across the entire lifecycle of AWS cost management and operations.",{"category":33,"check":34,"severity":24,"summary":35},"Scope","Single responsibility principle","The skill focuses on AWS cost optimization, monitoring, and operational excellence, with a coherent set of integrated MCP servers and AWS CLI tools.",{"category":33,"check":37,"severity":24,"summary":38},"Description quality","The description accurately reflects the skill's capabilities, clearly outlining its purpose, use cases, and relevant keywords without being misleading.",{"category":40,"check":41,"severity":24,"summary":42},"Invocation","Scoped tools","The skill exposes a set of narrow, verb-noun specialized tools prefixed with `mcp__` or `aws`, avoiding generalist command execution.",{"category":44,"check":45,"severity":46,"summary":47},"Documentation","Configuration & parameter reference","not_applicable","The skill primarily relies on MCP servers and AWS CLI commands, which manage their own parameters and configurations; no explicit tool parameters are documented as missing.",{"category":33,"check":49,"severity":24,"summary":50},"Tool naming","Tool names are descriptive and follow a consistent `mcp__plugin_server__tool` or `aws \u003Cservice> \u003Ccommand>` pattern.",{"category":33,"check":52,"severity":24,"summary":53},"Minimal I/O surface","The skill's tools and their expected inputs/outputs, as implied by the SKILL.md and allowed tools, appear minimal and focused on their stated tasks.",{"category":55,"check":56,"severity":24,"summary":57},"License","License usability","The project is licensed under the MIT License, which is a permissive open-source license, and a LICENSE file is present.",{"category":59,"check":60,"severity":24,"summary":61},"Maintenance","Commit recency","The last commit was on April 22, 2026, which is within the last 3 months.",{"category":59,"check":63,"severity":46,"summary":64},"Dependency Management","The skill does not appear to explicitly manage third-party dependencies beyond what is implicitly handled by the MCP framework and AWS CLI.",{"category":66,"check":67,"severity":24,"summary":68},"Security","Secret Management","The skill does not appear to handle or echo secrets; it relies on the AWS CLI and MCP servers which are expected to manage credentials securely.",{"category":66,"check":70,"severity":24,"summary":71},"Injection","The skill's primary interaction is through scoped MCP tools and AWS CLI commands, mitigating risks of arbitrary code execution from external data.",{"category":66,"check":73,"severity":24,"summary":74},"Transitive Supply-Chain Grenades","The skill relies on bundled AWS CLI and MCP tools, and does not appear to fetch external code or markdown at runtime for execution.",{"category":66,"check":76,"severity":24,"summary":77},"Sandbox Isolation","The skill operates within the AWS CLI and MCP framework, which are designed to run in isolated environments and affect only AWS resources.",{"category":66,"check":79,"severity":24,"summary":80},"Sandbox escape primitives","No detached process spawns or deny-retry loops were identified in the skill's SKILL.md or related documentation.",{"category":66,"check":82,"severity":24,"summary":83},"Data Exfiltration","The skill's documented purpose and tools focus on AWS resource management and do not indicate any intent to exfiltrate confidential data.",{"category":66,"check":85,"severity":24,"summary":86},"Hidden Text Tricks","The bundled content, including SKILL.md and references, appears free of hidden steering tricks or obfuscated instructions.",{"category":88,"check":89,"severity":24,"summary":90},"Hooks","Opaque code execution","The skill's hooks and scripts are plain text and readable, with no evidence of base64 encoding, obfuscation, or runtime fetching of code.",{"category":92,"check":93,"severity":24,"summary":94},"Portability","Structural Assumption","The skill makes reasonable assumptions about AWS CLI and MCP server availability but does not assume a specific project structure.",{"category":96,"check":97,"severity":24,"summary":98},"Trust","Issues Attention","No open issues were found in the last 90 days, indicating active maintenance or no current user-reported problems.",{"category":100,"check":101,"severity":24,"summary":102},"Version","Release Management","The plugin's README mentions installation via versioned commands like `aws-cost-ops@aws-skills`, implying versioning is in place.",{"category":104,"check":105,"severity":24,"summary":106},"Execution","Validation","The skill relies on the AWS CLI and MCP servers for input validation, which are expected to handle this robustly.",{"category":66,"check":108,"severity":24,"summary":109},"Unguarded Destructive Operations","Destructive operations, if any, are assumed to be handled by the underlying AWS CLI commands which typically require explicit user confirmation or IAM policies.",{"category":111,"check":112,"severity":24,"summary":113},"Code Execution","Error Handling","The skill relies on the AWS CLI and MCP servers for error handling, which typically provide structured error messages.",{"category":111,"check":115,"severity":46,"summary":116},"Logging","The skill itself does not perform actions requiring a local audit log; logging of AWS API calls is handled by CloudTrail.",{"category":118,"check":119,"severity":24,"summary":120},"Compliance","GDPR","The skill focuses on AWS infrastructure and costs, not personal data, and thus does not pose GDPR risks.",{"category":118,"check":122,"severity":24,"summary":123},"Target market","The skill operates on global AWS services and does not contain any regional or jurisdictional restrictions, making it globally applicable.",{"category":92,"check":125,"severity":24,"summary":126},"Runtime stability","The skill's dependencies are standard AWS CLI and MCP servers, ensuring broad runtime stability across POSIX-compliant environments.",{"category":44,"check":128,"severity":24,"summary":129},"README","The README provides a good overview of the plugin suite, installation instructions, and core principles.",{"category":33,"check":131,"severity":24,"summary":132},"Tool surface size","The skill exposes a reasonable number of tools, implied by the 'allowed-tools' list, fitting within the target range.",{"category":40,"check":134,"severity":24,"summary":135},"Overlapping near-synonym tools","The tool names, like `mcp__pricing__*` and `mcp__costexp__*`, appear distinct and cover specific functional areas.",{"category":44,"check":137,"severity":24,"summary":138},"Phantom features","All advertised features in the README and SKILL.md appear to have corresponding tools or documentation references.",{"category":140,"check":141,"severity":24,"summary":142},"Install","Installation instruction","The README provides clear installation instructions for both marketplace and individual skill installation via npx.",{"category":144,"check":145,"severity":24,"summary":146},"Errors","Actionable error messages","The skill relies on AWS CLI and MCP servers for error messages, which typically provide context and troubleshooting guidance.",{"category":104,"check":148,"severity":24,"summary":149},"Pinned dependencies","The skill relies on standard AWS CLI and MCP versions, implicitly managed and versioned by the Claude Code environment.",{"category":33,"check":151,"severity":46,"summary":152},"Dry-run preview","The skill's primary focus is on analysis and information retrieval; destructive operations are handled by underlying AWS services with their own safeguards.",{"category":154,"check":155,"severity":24,"summary":156},"Protocol","Idempotent retry & timeouts","The skill utilizes AWS CLI and MCP protocols, which are expected to handle retries and timeouts appropriately.",{"category":118,"check":158,"severity":24,"summary":159},"Telemetry opt-in","There is no indication of telemetry being collected by this skill; it relies on AWS service logging (CloudTrail) and MCP protocols.",{"category":40,"check":161,"severity":24,"summary":162},"Precise Purpose","The skill's purpose is precisely defined, covering AWS cost optimization, monitoring, and operational excellence, with clear triggers and boundaries.",{"category":40,"check":164,"severity":24,"summary":165},"Concise Frontmatter","The frontmatter in SKILL.md is concise and effectively summarizes the skill's core capabilities and triggers.",{"category":44,"check":167,"severity":24,"summary":168},"Concise Body","The SKILL.md body is concise, using separate reference files for detailed patterns and documentation.",{"category":170,"check":171,"severity":24,"summary":172},"Context","Progressive Disclosure","The skill defers detailed procedures and references to separate files like `operations-patterns.md` and `cloudwatch-alarms.md`, following progressive disclosure.",{"category":170,"check":174,"severity":24,"summary":175},"Forked exploration","The `context: fork` is set in the SKILL.md, indicating that deep exploration or analysis will return a summary to the main conversation.",{"category":22,"check":177,"severity":24,"summary":178},"Usage examples","The README provides several end-to-end usage examples for CDK, cost optimization, monitoring, security, and AI agent deployment.",{"category":22,"check":180,"severity":24,"summary":181},"Edge cases","The `references/cloudwatch-alarms.md` and `references/operations-patterns.md` files document specific configurations and best practices that implicitly cover some edge cases.",{"category":111,"check":183,"severity":24,"summary":184},"Tool Fallback","The skill indicates it requires `aws-mcp-setup` but also mentions auto-loading, implying a fallback or integration mechanism is in place.",{"category":186,"check":187,"severity":24,"summary":188},"Safety","Halt on unexpected state","The skill's reliance on AWS CLI and MCP servers suggests that pre-conditions for operations would be handled by those underlying tools.",{"category":92,"check":190,"severity":24,"summary":191},"Cross-skill coupling","The skill is self-contained and clearly defines its scope, with no implicit reliance on other skills.",1778699805727,"This skill provides expertise in AWS cost optimization, monitoring, and operational excellence, leveraging integrated MCP servers and AWS CLI for detailed analysis and management. It covers pre-deployment cost estimation, historical spending analysis, CloudWatch metrics and alarms, and CloudTrail auditing.",[195,196,197,198,199],"AWS cost estimation and analysis","CloudWatch monitoring and alerting","CloudTrail auditing","Operational excellence best practices","Integration with multiple AWS MCP servers",[201,202,203],"Managing non-AWS cloud environments","Performing deep code reviews or debugging application logic","Handling AWS security credential management directly (relies on external configuration)","3.0.0","4.4.0","To act as an expert assistant for optimizing AWS costs, monitoring infrastructure performance, and ensuring operational excellence by utilizing integrated MCP servers and AWS tools.","The skill is well-documented, follows best practices, and integrates effectively with AWS services and MCP servers. No critical or warning findings were identified.",97,"A comprehensive AWS cost optimization and operations skill with integrated MCP servers.",[211,212,213,214,215,216,217],"aws","cost-optimization","monitoring","operations","cloudwatch","aws-cli","mcp","global","verified",[221,222,223,224,225],"Optimizing AWS spending and reducing bills","Estimating costs for new AWS deployments","Setting up comprehensive monitoring and alerting for AWS resources","Analyzing historical AWS spending patterns and trends","Auditing AWS API activity for security and 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Gateway, Runtime, Memory, Identity, Code Interpreter, Browser, Observability, Agent Registry, and Evaluations","aws-agentic-ai",{"claudeCode":359},"inline plugin source from marketplace.json at plugins/aws-agentic-ai",[],{"basePath":364,"description":365,"displayName":359,"installMethods":366,"rationale":367,"selectedPaths":368,"source":330,"sourceLanguage":18,"type":246},"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":12},"SKILL.md frontmatter at plugins/aws-agentic-ai/skills/aws-agentic-ai/SKILL.md",[369,371,374,376,378,380,383,385,387,389,391],{"path":370,"priority":324},"SKILL.md",{"path":372,"priority":373},"references/agentcore-oauth-integration.md","medium",{"path":375,"priority":373},"references/agentcore-runtime-core.md",{"path":377,"priority":373},"references/agentcore-runtime-deploy.md",{"path":379,"priority":373},"references/agentcore-runtime-protocols.md",{"path":381,"priority":382},"scripts/Dockerfile.runtime-template","low",{"path":384,"priority":382},"scripts/a2a-server-template.py",{"path":386,"priority":382},"scripts/agui-server-template.py",{"path":388,"priority":382},"scripts/gateway-custom-resource-lambda.py",{"path":390,"priority":382},"scripts/mcp-server-template.py",{"path":392,"priority":382},"scripts/runtime-fastapi-template.py",{"basePath":394,"description":395,"displayName":396,"installMethods":397,"rationale":398,"selectedPaths":399,"source":330,"sourceLanguage":18,"type":246},"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":12},"SKILL.md frontmatter at plugins/aws-cdk/skills/aws-cdk-development/SKILL.md",[400,401,403],{"path":370,"priority":324},{"path":402,"priority":373},"references/cdk-patterns.md",{"path":404,"priority":382},"scripts/validate-stack.sh",{"basePath":406,"description":407,"displayName":408,"installMethods":409,"rationale":410,"selectedPaths":411,"source":330,"sourceLanguage":18,"type":246},"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":12},"SKILL.md frontmatter at plugins/aws-common/skills/aws-mcp-setup/SKILL.md",[412],{"path":370,"priority":324},{"basePath":243,"description":10,"displayName":13,"installMethods":414,"rationale":415,"selectedPaths":416,"source":330,"sourceLanguage":18,"type":246},{"claudeCode":12},"SKILL.md frontmatter at plugins/aws-cost-ops/skills/aws-cost-operations/SKILL.md",[417,418,420],{"path":370,"priority":324},{"path":419,"priority":373},"references/cloudwatch-alarms.md",{"path":421,"priority":373},"references/operations-patterns.md",{"basePath":423,"description":424,"displayName":425,"installMethods":426,"rationale":427,"selectedPaths":428,"source":330,"sourceLanguage":18,"type":246},"plugins/serverless-eda/skills/aws-serverless-eda","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 Lambda with TypeScript/Python, API Gateway (REST/HTTP), DynamoDB, Step Functions, EventBridge, SQS, SNS, and serverless patterns. Essential when user mentions serverless, Lambda, API Gateway, event-driven, async processing, queues, pub/sub, or wants to build scalable serverless applications with AWS best practices.","aws-serverless-eda",{"claudeCode":12},"SKILL.md frontmatter at plugins/serverless-eda/skills/aws-serverless-eda/SKILL.md",[429,430,432,434,436,438,440],{"path":370,"priority":324},{"path":431,"priority":373},"references/deployment-best-practices.md",{"path":433,"priority":373},"references/eda-patterns.md",{"path":435,"priority":373},"references/observability-best-practices.md",{"path":437,"priority":373},"references/performance-optimization.md",{"path":439,"priority":373},"references/security-best-practices.md",{"path":441,"priority":373},"references/serverless-patterns.md",{"sources":443},[444],"manual",{"closedIssues90d":8,"description":446,"forks":234,"homepage":447,"license":238,"openIssues90d":8,"pushedAt":235,"readmeSize":232,"stars":236,"topics":448},"Claude Code plugins and agent skills for AWS development — CDK, serverless, cost ops, and Bedrock AgentCore","https://skills.sh/zxkane/aws-skills",[211,341,449,450,451,452,453,454,455,456,457,458,217],"aws-serverless-architecture","claude-code","claude-plugin","claude-skills","event-driven-architecture","agent-skills","aws-agentcore","anthropic","aws-cost-optimization","bedrock-agentcore",{"classifiedAt":460,"discoverAt":461,"extractAt":462,"githubAt":462,"updatedAt":460},1778699647625,1778699643110,1778699645346,[211,216,215,212,217,213,214],{"evaluatedAt":241,"extractAt":291,"updatedAt":465},1778699908945,[],[468,498,527,554,577,598],{"_creationTime":469,"_id":470,"community":471,"display":472,"identity":478,"providers":482,"relations":491,"tags":494,"workflow":495},1778692306427.0989,"k1796t5tyzzwfm2x9bbbaaw5y586ndfk",{"reviewCount":8},{"description":473,"installMethods":474,"name":476,"sourceUrl":477},"Production incidents dashboard. Reads ECS health, Sentry errors, CI failures. Offers to dispatch fix agents for active fires.",{"claudeCode":475},"Lifecycle-Innovations-Limited/claude-ops","ops-fires","https://github.com/Lifecycle-Innovations-Limited/claude-ops",{"basePath":479,"githubOwner":480,"githubRepo":481,"locale":18,"slug":476,"type":246},"claude-ops/skills/ops-fires","Lifecycle-Innovations-Limited","claude-ops",{"evaluate":483,"extract":490},{"promptVersionExtension":204,"promptVersionScoring":205,"score":484,"tags":485,"targetMarket":218,"tier":219},100,[486,213,276,487,211,488,489],"incident-management","automation","sentry","ci-cd",{"commitSha":281},{"parentExtensionId":492,"repoId":493},"k17d0t6ns7y6t377pfprg128hd86nm89","kd7d52tcek2e34r805zs06b10d86n39v",[487,211,489,276,486,213,488],{"evaluatedAt":496,"extractAt":497,"updatedAt":496},1778692547909,1778692306427,{"_creationTime":499,"_id":500,"community":501,"display":502,"identity":508,"providers":511,"relations":520,"tags":523,"workflow":524},1778691344230.127,"k171ek0rpwqxg9vk3fqg7067jn86mq22",{"reviewCount":8},{"description":503,"installMethods":504,"name":506,"sourceUrl":507},"Designs cloud architectures, creates migration plans, generates cost optimization recommendations, and produces disaster recovery strategies across AWS, Azure, and GCP. 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