ae-cli

检测新合并到 te-cli 的 CLI 功能是否合理。从命令注册、业务域↔skill 配对、skill 文档覆盖、skill 内部一致性、用户文档同步、工程健壮性六个维度扫描，定位会导致命令加载失败、AI agent 读空文档瞎猜参数、用户文档滞后等问题。当合并了新命令域/命令、新增或修改 skill、做发版前自检、或需要评估 CLI 功能完整性时使用。

AE Engage capability gateway: config center, flows, push/config channels, strategies, templates, task management, and operation activities. Trigger words: config center, scene config, push channel, config channel, operation strategy, operation task, operation activity, template, config item, Engage, Hermes, engage-scene, engage-setting, engage-flow, engage-task, engage-activity.

AE Agent platform CLI for Agent, archived conversation, automation, model, MCP, Skill, attachment, and user-memory work. Use when managing these resources, browsing Agent markets, restoring archived conversations, creating scheduled automations, persisting user memory, or answering from user preferences, background, stable workflows, or historical conventions.

Use ae-cli for AE/TE analysis-side data questions, asset operations, and asset governance: reports, analysis boards, BI dashboards, ad-hoc models, drilldown, detail data, alerts, clusters, tags, metrics, metadata, project configuration, tracking plans, governance asset lists/rules/lineage/impact/dependency, batch asset operations, projects, and resource links. Use when the user asks to query data, explain a change, export evidence, or inspect/create/update/govern analysis assets.

AE Data Development and Operations: Data warehouse management, flow orchestration, IDE queries, and data integration

Interactive generation of AE tracking code, LogBus2 configuration, and debug scripts from a tracking plan. Trigger words: 代码埋点、埋点代码、tracking code、埋点落地、logbus 配置、AE 上报代码、generate tracking code、insert tracking、トラッキングコード、트래킹 코드. Supports independent output mode selection per platform (insert/snippet). Server-side defaults to LoggerConsumer + LogBus2 architecture.

AE/TE metadata capability-gateway CLI: metadata data-table management and property dimension-table binding. Metadata CLI routes through the analysis gateway. Input-file upload and event/property detail belong to ae-analysis.

Interactive generation of an AE tracking plan and upload. Trigger words: 埋点方案、埋点模板、tracking plan、AE 方案生成、create tracking plan、トラッキングプラン、트래킹 플랜. Follows anchor → draft → refine → token → upload five-phase workflow. Deliverable is a real tracking plan created in the AE platform.

AE Agent system administration CLI for root and agent administrators. Use when the user asks to manage Agent members, sandboxes, company model visibility/defaults, usage statistics, cost quotas, balance alerts, or IM channels. Must use ae-cli system commands, discover real IDs before writes, and never attempt to bypass a permission denial.

Use when AE/TE 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.

AE community analysis and data reporting for posts, comments, topics, livestreams, customer-service chats, WeCom after-sales groups, and in-game chat. Use for community content insight, sentiment, intent, evidence drill-down, community data ingestion/import/submission, and WeCom chat data integration (社区数据上报、导入、提交社区数据、企微聊天数据接入).

Answers questions about ThinkingData SDK integration and usage, including the LogBus2 data import tool. Trigger words: 怎么接入 / 如何集成 / SDK / 埋点 / 报错 / 使用方式 / API / LogBus / tracking / integration / how to integrate / data import / データ連携 / インテグレーション / 트래킹 / 연동.

AE/TE knowledge base CLI manual for creating, querying, LLM-powered ask, listing accessible knowledge bases, deterministic index/grep/read retrieval, checking status, uploading, compiling, schema generation, URL sources, source deletion, and knowledge base deletion. Use when the user asks to manage TE/AE/ThinkingEngine knowledge bases, upload documents or URLs to a knowledge base, query knowledge, ask knowledge bases with an LLM, list accessible knowledge bases, inspect knowledge base indexes, search knowledge base pages, read a specific knowledge base page, check knowledge base status, generate schemas, compile knowledge, remove sources, or delete a knowledge base. Must use ae-cli kb commands and must not guess knowledge base names, scopes, page paths, source display names, JSON payload shapes, or URL formats.

AE/TE capability gateway discovery and generic invocation with ae-cli. Use when the user needs to list or search available capabilities, inspect an unknown capability schema/risk/auth contract, optionally validate complex input or dry-run before execute, or invoke a long-tail capability that has no curated ae-cli command. Always discover and inspect before composing input; never guess capability IDs or input fields. Prefer on-demand validate OR dry-run — do not stack both by default.

AE/TE/ThinkingEngine/ThinkingAI ae-cli manual for AI Agent Team tasks: managing teams (list, create, update, delete, AI-generate, templates) and executing TeamRuns (start, chat, cancel, reply, result, artifacts). Use when the user asks to find a team, run a team task, check run status, retrieve results or artifacts, or set up multi-agent workflows. Must use ae-cli, read the matching references/<command>.md before composing commands, and never guess team IDs, run IDs, config structures, or parameter formats.

将 MCP 服务接入 ae-cli 工具的指南。当用户提到 MCP 服务接入、注册 MCP 映射、构建 MCP URL、调用 MCP 工具、或需要将新的 MCP 服务集成到 CLI 工具时，使用此 skill。TRIGGER when: 用户询问如何接入 MCP、MCP URL 拼接规则、MCP Token 认证、listMcpTools/callMcpTool 等函数使用方式。