数据与研究

ae-data-integration

thinkingaiagent…e/ae-cli

Bring local CSV, TSV, TXT, JSON, JSONL (NDJSON), XLS, and XLSX files — and Feishu sheet / Bitable (多维表格) URLs — into AE end-to-end: identify the source's business meaning, generate and confirm a tracking plan, transform rows into UE records, and upload. Also supports privacy-preserving local analysis and handing a small file to AE Agent. Use whenever a user wants to import offline/local data or a Feishu sheet / Bitable into AE, or analyze a file without uploading it. Trigger words: 本地数据导入 / 离线数据 / 数据文件 / 文件导入 / 文件上报 / CSV 导入 / Excel 导入 / TSV 导入 / JSON 导入 / 飞书表格导入 / 在线表格导入 / 飞书多维表格导入 / 多维表格导入 / 在线多维表格导入 / 导入到 AE / 导入到 ThinkingAI / local data import / import local file / import Feishu sheet / import Feishu Bitable.

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安装命令

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

SKILL.md

AE Data Integration

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.

Turn local/offline files and Feishu sheet / Bitable (多维表格) URLs into AE data through one fixed pipeline of four submodules: Source → Tracking plan → Transform → Sink. A file or sheet is never uploaded merely because it is present: its business meaning is understood, confirmed once by a human, and only then ingested. The tracking plan is generated and confirmed before ingestion (data governance shift-left) — see references/tracking-plan.md.

Two entrances lead here: the AE Agent dialog (attach / plus-button upload) and ae-cli. Two sink paths exist: RESTful API for one-time/small loads (current phase), and LogBus / DataX for recurring/high-volume loads (next phase). Source and Sink are pluggable — adding one does not change the main pipeline.

Mandatory safety rules