数据与研究

ae-community

thinkingaiagent…e/ae-cli

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).

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安装命令

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

SKILL.md

ae-community

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.

Skill revision: 2.4.2.

The AE Community domain provides social and chat data analysis plus validated community data reporting. Curated analysis commands run as ae-cli community +<subcommand>; chat analysis uses dynamic Capability Gateway commands; reporting uses the direct ae-cli community data report ingestion command.

Route CLI service Responsibility
community_content community Posts, comments, corpus tags, search, livestream content, risk content
community_analysis community Channel list, overview metrics, sentiment, tag trends
community_hot community Daily summary, hot topics, topic drill-down
community.chat.* community Capability Gateway Chat overview, participant discovery, roster-driven service metrics, intent/risk drill-down, raw evidence
Direct ingestion data plane community data report Validate, normalize, and submit community records to an explicit Iris /sync_content endpoint