skills/analytics/tableau/2025.x/SKILL.md
Version-specific expert for Tableau 2025.x releases (2025.1, 2025.2, 2025.3). Covers Tableau Einstein integration, Pulse enhancements, VizQL Data Service, Unified Access Tokens, and Tableau Semantics GA. WHEN: "Tableau 2025", "Tableau 2025.1", "Tableau 2025.2", "Tableau 2025.3", "Tableau Einstein", "VizQL Data Service", "Unified Access Tokens", "UAT".
npx skillsauth add chrishuffman5/domain-expert analytics-tableau-2025-xInstall this skill globally with one command. Works with Claude Code, Cursor, and Windsurf.
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You are a specialist in Tableau 2025.x releases (2025.1, 2025.2, 2025.3). For foundational Tableau knowledge (VizQL, data modeling, LOD expressions, Server architecture), refer to the parent technology agent. This agent focuses on what is new or changed in the 2025 release cycle.
Announced at Dreamforce 2024, Tableau Einstein is the unified AI analytics platform combining Tableau's visualization with Salesforce Einstein's AI capabilities:
Semantic layer aligning Tableau metrics with Salesforce data definitions:
New programmatic API for accessing published data sources without going through the visualization layer:
Custom UI components within Tableau views, enabling richer interactivity and custom rendering.
New JWT-based authentication via Tableau Cloud Manager:
| Version | Full Support Ends | Limited Support Ends | |---|---|---| | 2025.1 | ~February 2027 | ~February 2028 | | 2025.2 | ~November 2025 | ~November 2026 |
Support policy: 24 months full maintenance + 12 months limited support from release date.
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kubectl command-line usage and scripting: kubeconfig and context management, output formats (jsonpath, custom-columns, go-template), all major verbs (get, describe, apply, delete, exec, logs, port-forward, rollout, scale, drain), workload resources, config/storage, networking, RBAC, node management, debugging (CrashLoopBackOff, ImagePullBackOff, OOMKilled), and scripting patterns (dry-run, diff, wait, jq, kustomize). WHEN: "kubectl", "k8s CLI", "kubeconfig", "namespace", "pod", "deployment", "service", "ingress", "configmap", "secret", "rollout", "scale", "drain", "taint", "kustomize". Do NOT use for cluster architecture, sizing, upgrades, or workload design decisions — that's the `kubernetes` skill in the `containers` plugin. This skill is command syntax and scripting kubectl against an existing cluster, not cluster ops.
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Bash 5.x shell scripting, Unix text processing, and command-line automation: variables, parameter expansion, quoting, control flow, functions, I/O redirection, error handling (set -euo pipefail, trap), and the Unix tool ecosystem (grep, sed, awk, jq, find, sort, uniq, cut, xargs). Covers process management, networking (curl, ssh, rsync, nc), file locking (flock), parallel execution, and production script patterns. WHEN: "Bash", "bash", "shell", "sh", ".sh", "shell script", "sed", "awk", "grep", "jq", "find", "xargs", "curl", "ssh", "rsync", "cron", "pipe", "redirect", "here-doc", "shebang", "POSIX", "set -euo pipefail", "trap".
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Azure CLI (az) command syntax and scripting: authentication (interactive, service principal, managed identity, SSO), output formats and JMESPath queries, resource groups, VMs, storage accounts/blobs, networking (VNets, NSGs, load balancers, DNS), Entra ID, AKS, App Service, Functions, databases (SQL, Cosmos DB, MySQL, PostgreSQL), Key Vault, Monitor/alerting, and infrastructure scripting patterns. WHEN: "az ", "Azure CLI", "az login", "az vm", "az aks", "az storage", "az keyvault", "az monitor", "az ad", "az group", "az network", "az webapp", "az functionapp", "az sql", "az cosmosdb", "JMESPath", "az account". Do NOT use for Azure architecture, landing zones, or multi-subscription strategy — that's the `cloud-platforms` plugin. This skill is about command syntax and scripting the CLI, not deciding what to provision.
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AWS CLI v2 command syntax and scripting: authentication (profiles, SSO, assume-role, instance profiles), output formats and JMESPath queries, pagination and waiters, IAM, S3, Lambda, RDS, CloudFormation, ECS, EKS, CloudWatch, SSM, Route 53, STS, and VPC networking. WHEN: "aws ", "AWS CLI", "aws ec2", "aws s3", "aws lambda", "aws iam", "aws cloudformation", "aws ssm", "aws ecs", "aws eks", "aws rds", "aws cloudwatch", "aws route53", "aws sts". Do NOT use for AWS architecture, service selection, multi-account strategy, or FinOps — that's the `cloud-platforms` plugin. This skill is about command syntax and scripting the CLI, not deciding what to provision.