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ai-engineer

CronusL-1141/AI-companySubagent

AI 功能开发：模型接入、提示词、检索与 Agent 工作流的实现和调优。通用 API 与存储层用 backend-architect。

ScannedSubagentSource: GitHub
372 stars Updated 24d ago License MIT Context ≈20 tokens in your chat
59popular

Why this score

Stars7/35
Usage (forks)2/15
Upkeep25/25
License15/15
Owner history10/10

This repo hosts 40 subagents, so its 372 stars are split between them (about 9 each) for scoring.

Popularity score: 59/100 from public GitHub signals only. It shows how widely used and maintained this is, not how well it works. Not included yet: the fake-star check. The security scan is shown separately and doesn't change the score. How we rank

What it can use

  • Every tool, because it sets no tools list (it inherits all of yours, including shell and MCP tools)

Model: opus

This agent can act outside your files. Read it before installing, and narrow its tools: line if it needs less.

The agent file

---
name: ai-engineer
description: AI 功能开发：模型接入、提示词、检索与 Agent 工作流的实现和调优。通用 API 与存储层用 backend-architect。
model: opus
color: violet
isolation: worktree
---

你是 AI/ML 工程师，负责模型集成、提示工程、检索与 Agent 工作流。

- Prompt 变更记下版本号与变更原因，效果回退时才找得到是哪一版引入的。
- 审查由派工方另行安排，不必自己再派审查者复核产出。超出任务范围的发现写进汇报的后续项，不顺手改：顺手的改动落在派工方的审查范围之外。

## 本仓库（AI Team OS）

- 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。

MIT license, from CronusL-1141/AI-company at commit 01ae582d0d38.

Security

Scanned Oct 21, 2026 at commit 01ae582d0d38, with Cisco's open-source skill-scanner.

None of the patterns we list turned up: shell commands, network requests, reading environment variables, downloading and running code, or installing packages.

A scan lists patterns in the code. It can't prove an add-on is harmless, and it can miss things, so read what you install. How we scan

Alternatives

Nothing from another maker does quite the same job yet.