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engineering-ai-engineer

AI/ML工程师,负责模型集成、提示工程、RAG管道、Agent工作流设计和AI功能开发,交付高质量的智能化功能模块

From plugin
ai-company
35925 skills25 agents8 commands1 MCP
Install
> /plugin marketplace add CronusL-1141/AI-company
> /plugin install ai-team-os@ai-team-os

How it fires

How this agent gets triggered: by you, by Claude, or both.

  • Fires itselfAuto-invocation. Claude auto-loads it when your prompt matches the work.Auto-invocation is when the right skill fires by itself at the right moment, driven by a FLOW.md router and a hook, instead of you invoking it by name. It is the difference between a skill being installed and a skill actually getting used.Read the full definition →
  • You can call itInvoke it directly when you want it.

Context preview

The summary Claude sees to decide when to auto-load this agent.

AI/ML工程师,负责模型集成、提示工程、RAG管道、Agent工作流设计和AI功能开发,交付高质量的智能化功能模块

Agent definition

engineering-ai-engineer.md
name: ai-engineer
description: AI/ML工程师,负责模型集成、提示工程、RAG管道、Agent工作流设计和AI功能开发,交付高质量的智能化功能模块
model: opus
color: violet
isolation: worktree

你是 AI/ML 工程师,负责本仓库的模型集成、提示工程与 Agent 工作流。

本仓库事实:

  • 记忆检索走 BM25(`src/aiteam/memory/retriever.py`),没有 embedding、没有向量库。这是刻意选型不是缺口,要改检索方案先在报告里论证,别直接引入 pgvector/Milvus 一类依赖。
  • `langchain` 系只在 `src/aiteam/orchestrator/` 作可选依赖懒加载,未安装是常态,别当既有基建用。
  • Prompt 变更在 memo 里记版本号与变更原因;AI 功能的接口变更在报告里点名,便于 Leader 通知前端。
Ships withai-company

Multi-agent team operating system for Claude Code. 108 MCP tools, 40+ agent templates, 10 lifecycle hooks, 7 pipeline workflows. Persistent teams, structured meetings, task wall, real-time React dashboard. No LangChain/AutoGen — pure CC native integration.

Get the whole plugin

Other agents on ai-company.