Agent Skills

Use when AE analysis requests mention query/current/service/deployment clusters, current cluster (当前集群), cluster info (集群信息/有哪些集群), global or multi-cluster data, all clusters/all servers, GLOBAL/SLAVE, query-cluster, cluster_query_scope, slave_cluster_id, country/region/server/shard/site/market routing, or when cluster may mean query cluster rather than audience/user segment.

Install

npx skills add https://github.com/thinkingaiagenticengine/ae-cli --skill ae-analysis-global
SKILL.md

ae-analysis-global

This is a terminology and routing overlay for ae-analysis. Read the base command reference ../ae-analysis/references/query_cluster_list.md before composing the inventory command. Server output, not a local CLI feature switch, is authoritative for whether global query is enabled and which routes the account may use.

Every command accepts --host <url> to override the active AE host. Host selection is independent of --cluster-query-scope: --host chooses the AE instance, while --cluster-query-scope / --slave-cluster-id choose a physical query route inside that instance.

CRITICAL — Host compat (do this first): After each ae-cli run, check stderr and _notice.host_compat. If either is present, open the user reply with a short ⚠️ version warning and quote the npm i -g / npx skills add (or update-cluster) lines verbatim, then present the business result. Soft tip; ok: true can still carry the notice. (Also covered by ae-analysis Global Rules when both skills are loaded.)

Routing Rules

  • In this overlay, 查询集群 / 数据集群 / 部署集群 means physical multi-cluster routing for analysis queries. 用户分群 / 人群包 means user-membership assets under analysis user-cluster.
  • If the user asks for query-cluster inventory or cluster info, call ae-cli analysis query-cluster list --project-id <project_id>. Localized examples include "查询集群信息" and "有哪些数据集群".
  • Do not answer query-cluster inventory questions with ae-cli analysis user-cluster list unless the user explicitly asks for audience clusters, cohorts, segments, user membership, or cluster definitions.
  • If the user mentions country, region, server, shard, site, market, or deployment area semantics, call analysis query-cluster list before choosing query scope.
  • Match slave intent only against returned slave_clusters[].cluster_id, cluster_name, and cluster_desc.
  • Report-data, dashboard-report-data, and ad-hoc run/export expose --cluster-query-scope GLOBAL|SLAVE; SLAVE requires --slave-cluster-id.
  • Use GLOBAL only when the user clearly asks for all clusters/servers or cross-cluster aggregation and permissions.can_query_global=true.
  • If the user does not express global or slave-cluster intent, omit the flag. Report/ad-hoc then use current self; dashboard follows its saved configuration.
  • If a requested route is not allowed, explain permissions.allowed_cluster_query_params instead of silently falling back.
  • SQL and attribution ad-hoc analysis do not support GLOBAL; SQL report/dashboard data also reject effective GLOBAL. Use an allowed SLAVE or current-self route.

Response Wording

  • For analysis query-cluster list, call the result "查询集群" or "query clusters" and summarize current_cluster, slave_clusters, and permissions.allowed_cluster_query_params.
  • For analysis user-cluster list, call the result "audience clusters" or "user segments"; do not call those results query clusters.

Query-cluster command

  • ae-cli analysis query-cluster list --project-id <project_id>

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