clean-workshopClean up AWS resources created by the AgentCore workshop. Use when someone wants to tear down, clean up, or remove workshop resources.sync-jaSync Japanese README translations with English source. Use when English READMEs change and Japanese versions need updating, or when improving Japanese translation fluency.run-workshopRun the AgentCore workshop steps sequentially to test the full attendee experience. Use when someone wants to execute, test, or run through the workshop.scaffold-workshopScaffold and draft a new AgentCore workshop. Use when someone wants to create, scaffold, or start a new workshop directory with boilerplate and initial content.
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aws-samples · Repositories and representative skills - Page 6
Repository-level view of 1,166 collected skills across 176 GitHub repositories.
implement-endpointImplement a Spring Boot REST endpoint aligned with local steering.refactor-serviceRefactor a Spring Boot service class for clarity, cohesion, and maintainability without changing behavior.review-prReview Spring Boot code changes against repository steering and provide actionable findings.write-testsAdd or improve tests for Spring Boot code changes using the smallest suitable test scope.
spec-workflowSpec-driven development loop with parallel task groups and the .claude/specs/<slug>/ structure (spec.md, design.md, tasks.md, review.md). Use before any non-trivial work that touches multiple files, involves architectural choices, or will be delegated to an…documentationTechnical writing patterns for READMEs, runbooks, and architecture docs, with accuracy verification. Use when writing documentation, creating runbooks, or documenting system architecture.git-workflowConventional commit style, branch naming, and merge-conflict resolution, with commit-commands plugin and `gh` CLI integration. Use when working with version control, creating branches, writing commits, or resolving merge conflicts.concurrent-cached-fetchWrite product code that fetches from external APIs concurrently and caches every response to disk, instead of looping calls one-at-a-time with no reuse. Use this skill WHENEVER you are writing or refactoring code that makes more than a handful of independent…
account-troubleshootingGuide for helping customers with account issues including password resets, identity verification, and account updates.order-trackingHelp customers check the status of their orders, understand delivery timelines, and escalate delayed shipments.pdf-processingExtract text and tables from PDF filesrefund-processingStep-by-step process for handling customer refund requests, including order verification, return window checks, and refund issuance.
eks-version-upgrade-readinessAnalyzes and transforms Kubernetes manifests, Helm charts, Kustomize overlays, Terraform, and AWS CDK code for Amazon EKS version upgrade compatibility. Detects removed and deprecated APIs, updates apiVersions and resource fields, validates addon…devops-agent-release-readiness-code-reviewFinal review gate for every ATX transformation. Runs a Release Readiness Review on the transformation's code changes via a draft PR to catch deployment risks. MUST be invoked at the end of every transformation, after the build passes, tests pass, and changes…kubernetes-readiness-migrationTwo-phase Kubernetes containerisation workflow: analyses a codebase against all 12-factor app principles and Kubernetes compatibility requirements to produce a readiness report with detailed microservice decomposition plan (minimal and full recommendations),…jboss-to-spring-bootMigrates Java EE/Jakarta EE enterprise applications from JBoss EAP/WildFly to Spring Boot 3.2.x standalone JARs. Covers EJB→Spring beans, JAX-RS→Spring MVC, CDI→Spring DI, JPA javax→jakarta, JMS→Spring JMS, JSF→Thymeleaf, security, batch, testing,…
report-authoringThe report-authoring methodology: required structure, language, evidence discipline, and figure selection. Read BEFORE your first create_report of a conversation - the tool validates shape; this is everything it cannot check.refresh-okf-mcp-tokenFetch or refresh an OAuth2 access token for the OKF Data wiki consumption MCP server. Use when the OKF MCP server returns 401/403/unauthorized/expired-token errors, when the user asks to refresh, renew, or get a new OKF MCP token, or when setting up…setupSet up the OKF MCP plugin — outputs a guide for the user to create their ~/.okf/credentials file with their OAuth2 client id/secret. Use when first enabling the plugin, when headersHelper fails with "Missing credentials", or when the user says "setup okf".okf-authoringAuthor Open Knowledge Format (OKF) bundles — knowledge represented as a directory of markdown files with YAML frontmatter. Use when asked to create, write, generate, enrich, or validate an OKF bundle or OKF concept docs; to turn a data source (Glue database,…
aws-bento-deckBuild AWS-branded BENTO presentations (self-contained .bento.html — NOT PowerPoint/PPTX) from the local AWS_Deck_Template. Three-phase workflow: co-author a deck plan as a DECK.md (per-slide layout choice, title, content slots, speaker notes), compile it into…overlay-managementManage workshop code overlays — TODO versions of source files for participant exercises. Use when editing app/ Lambda or agent files to ensure workshop overlays stay in sync.workshop-deploymentPackage code and assets, sync to S3, and push content to AWS Workshop Studio. Use when deploying workshop changes or when asked to update the workshop.agentic-app-builderBuild production-grade agentic AI applications using LangGraph, FastAPI, MCP tools, OpenTelemetry, and containerized microservices.
implementImplement code from an LLD spec using the current model. Reads the best LLD for a given problem, implements the code changes against the target repo, produces a unified diff, and captures detailed metrics (tokens, cache hits, wall-clock time, tool calls).…sweEnd-to-end Software Engineering skill that benchmarks how well a given LLM can take a problem from idea to a complete design package. Creates structured documentation under benchmarks/swe-benchmark-data/{repo-name}/{problem-name}/{model-name}/ with a GitHub…vllm-setupStand up a vLLM inference server for an open-weight coding model on a multi-GPU EC2 node (reference: g6e.12xlarge, 4xL40S). Drives the full flow end to end — verify the GPU node, install vLLM and its OS/Python dependencies (including the two Deep Learning…summarizeSummarize a /swe benchmark run for a given repo/problem/model triple. Reports artifact completion status (github-issue.md, lld.md, review.md, testing.md), error signals captured during the run, and a token-and-themes summary derived from the matching session…
eks-investigationDeep investigation of EKS review findings. Performs root cause analysis by researching best practices, gathering live diagnostic evidence, and correlating with workload patterns.eks-knowledgeDeep reference knowledge for Amazon EKS and Kubernetes operations, covering architecture, best practices, troubleshooting patterns, and AWS integrations. Activate when answering EKS/K8s questions that need detailed technical guidance.eks-report-compilerCompile an EKS assessment report from raw MCP check results. Used by the report compilation sub-agent.eks-upgrade-readinessCompile a comprehensive EKS upgrade readiness report from compacted MCP check results. Verifies component compatibility and generates an ordered upgrade plan.
office-excelRead and write Microsoft Excel (.xlsx) files. Use when the user asks to read, analyze, create, or convert Excel spreadsheets.office-powerpointRead and write Microsoft PowerPoint (.pptx) files. Use when the user asks to read, analyze, create, or convert PowerPoint presentations.office-wordRead and write Microsoft Word (.docx) files. Use when the user asks to read, analyze, create, or convert Word documents.pdf-to-markdownConvert PDF files to Markdown format and create PDFs from Markdown. Use when the user asks to read, analyze, extract content from PDFs, or generate PDF documents.
eks-failure-root-causeRoot cause analysis for CloudFormation deployment failures. Use ONLY when the incident description mentions CloudFormation rollback, UPDATE_ROLLBACK_COMPLETE, ROLLBACK_COMPLETE, or deployment failure. Do NOT use for planned lifecycle events or upgrade…eks-investigation-triage-rulesTriage rules for EKS upgrade pipeline investigations. Use during incident triage to determine whether new EKS-related incidents should be linked, skipped, or investigated independently.eks-skill-reviewDaily review of EKS upgrade pipeline skills for gaps caused by newly announced AWS/Amazon EKS changes. Use this skill when the incident description mentions "daily skill review". Checks whether the current skill content is still factually correct against AWS…eks-upgrade-planningPlan and validate EKS cluster version upgrades. Use this skill when investigating Amazon EKS planned lifecycle events, end-of-support upgrades, addon compatibility, or cluster version planning. Produces a CDK Change Spec with target versions for all…
china-region-multi-account-routingTool selection and account routing for AWS China (aws-cn) MCP servers. Use this skill whenever the request mentions "中国区", "China", "cn-north-1", "cn-northwest-1", "Beijing", "北京", "Ningxia", "宁夏", or asks to inventory / list / count / map / audit resources…use-eks-via-call-kubectlUse when any task involves inspecting EKS pod status, pod events,aws-well-architected-review-devopsConduct an automated AWS Well-Architected Framework review across all six pillars (Security, Reliability, Operational Excellence, Performance Efficiency, Cost Optimization, Sustainability). Use when the operator asks for an architecture review, security…eks-resilience-checker-skill-devopsAssess Amazon EKS cluster resilience against 26 best-practice checks across application workloads (A1-A14), control plane (C1-C5), and data plane (D1-D7), and produce a structured assessment.json that can drive chaos experiments. Use this skill when the user…