AI导哈

数据与研究

ae-analysis

thinkingaiagent…e/ae-cli

Use ae-cli for AE 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 discovery, project configuration, tracking plans, local input-file upload, 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, inspect/create/update/govern analysis assets, recommend project assets for certification/authentication, review asset-certification recommendations, review metric recommendations, or build/update/refresh/sync a project semantic knowledge base from a governed asset package.

  • 895 次安装
  • 21 星标
  • 收录于

安装命令

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

SKILL.md

ae-analysis

This is the single entry skill for analysis intent and command execution.

Capability contract

  • Responsibilities: analysis queries and assets, metadata discovery, audience definitions, local input-file upload, and the governance/project/tracking workflows described below.
  • Inputs: verified project context and the requested measures, time windows, filters or operation-specific resources; upload also needs a local file and a discovered purpose.
  • Outputs: query evidence with its scope, verified metadata, operation/resource identifiers, uploaded input-file identifiers, or asynchronous run/artifact status as applicable. Query rows are not automatically a persisted audience.
  • Boundaries: engagement operations and metadata data-table writes/dimension binding are outside this skill's workflows; find the capability needed for any remaining work.
  • Completion: the requested analysis-side result is verified, or pending/blocked work is identified. Keep any other parts of the user's request unfinished until addressed.

Cross-skill collaboration

When remaining work is outside this skill's scope, or a necessary prerequisite needs another capability, follow the collaboration protocol. Choose from the skills available in this run by capability, preserve verified context, and continue the remaining task. Reuse this protocol if already loaded.

Agent Context Telemetry

Hard rule: before running gateway-backed ae-cli commands in this skill, maintain the current Agent context in .ae/cli-agent-context.json at the working directory root, unless the user explicitly asks not to send intent telemetry. Keep the business command clean; do not append --agent-context <base64url-json> by default. Runtime auto-detection alone is only a partial fallback and is not enough for user-intent telemetry.

相关 Skills

ae-engagethinkingaiagent…e/ae-cliAE Engage capability gateway: config center, flows, push/config channels, strategies, templates, task management, operation activities, and query lifecycle. Trigger words: config center, scene config, push channel, config channel, operation strategy, operation task, operation activity, query lifecycle, template, config item, Engage, Hermes, engage-scene, engage-setting, engage-flow, engage-task, engage-activity, engage-query.其他888ae-dataopsthinkingaiagent…e/ae-cliUse ae-cli for DataOps warehouse tables/views and fields, recycling, workflow configuration and release, execution troubleshooting, backfill, SQL queries, and data integration.智能体工作流887ae-communitythinkingaiagent…e/ae-cliAE 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).数据与研究882ae-agentthinkingaiagent…e/ae-cliAE Agent platform CLI for Agent, resource package import and export, notification, approval, archived conversation, model, MCP, Skill, attachment, and user-memory work. Use when managing these resources, browsing Agent markets, handling approval requests and tasks, restoring archived conversations, persisting user memory, or answering from user preferences, background, stable workflows, or historical conventions.智能体工作流871cli-self-checkthinkingaiagent…e/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。其他870ae-kbthinkingaiagent…e/ae-cliAE knowledge base CLI manual for creating, importing read-only compiled snapshots, querying, LLM-powered ask, listing accessible knowledge bases and their sources, deterministic index/grep/read retrieval, checking status, ZIP source upload and directory management, raw child-file reading, revision-checked child updates and deletion, compiling, schema generation, URL sources, source deletion, ordinary text source creation, full reads and revision-checked editing, file/ZIP source draft replacement and restoration, and knowledge base deletion. Use when the user asks to manage AE (Agentic Engine) knowledge bases, import a compiled Markdown ZIP snapshot, upload documents or URLs to a knowledge base, query knowledge, ask knowledge bases with an LLM, list accessible knowledge bases or source metadata, inspect knowledge base indexes, search knowledge base pages, read a specific knowledge base page, check knowledge base status, generate schemas, compile knowledge, remove sources, create or edit text sources, or delete a knowledge base. To choose which knowledge base is worth searching, use the ae-kb-discovery skill first; this skill runs the retrieval once a target is chosen. Must use ae-cli kb commands and must not guess knowledge base names, scopes, page paths, source IDs, source display names, JSON payload shapes, or URL formats.数据与研究870