AGENTS.mdB
AGENTS.md from qusong0627/quantmind is an AGENTS.md file: the standing instructions coding agents read in that repo.
mdr add qusong0627/quantmind/AGENTS.md@git:20261021.501dee8Pins git:20261021.501dee8 in mdr.lock. Pin the fingerprint instead.
- Audit grade
- B, 13 of 14 checks passed
- Kind
- AGENTS.md file
- Repository
- qusong0627/quantmind
- Path
AGENTS.md- Versions recorded
- 7
- Latest version
- git:20261021.501dee8, committed Oct 21, 2026
- First version recorded
- Sep 24, 2026
- Size
- 11,705 bytes
- Repository stars
- 1,774
- License
- AGPL-3.0
Collected from public GitHub. Every version is saved exactly as it was and never changes. Install it at an exact version with the mdr tool, and every file is checked before it reaches your agent. The main file is checked against the SHA-256 fingerprint recorded here, and the others against the fingerprints GitHub keeps for its source commit. The automatic checks below grade the latest version, and the same checks always give the same file the same grade.
What the file says
# QuantMind 开发指南（AGENTS.md） 本文件为 AI 编码助手（Claude Code / Codex / QwenPaw 等）在此仓库中工作时提供指导。 ## 项目概述 QuantMind 是一个量化交易平台，后端为 Python（FastAPI），前端为 Electron/React/TypeScript。开源版（OSS）采用单容器部署，所有后端服务运行在同一个容器中。 ## 后端服务（统一入口 `backend/main_oss.py`） | 服务 | 端口 | 职责 | |------|------|------| | api | 8000 | 用户认证、策略管理、社区 | | engine | 8001 | Qlib 回测、AI 策略生成、模型推理 | | trade | 8002 | 订单管理、持仓、风控 | | stream | 8003 | 实时行情、WebSocket 推送 | ## 常用命令 ### 后端 ```bash # 启动全部服务（Docker） docker-compose up -d # 本地运行单个服务 SERVICE_MODE=api python backend/main_oss.py # 测试（在项目根目录执行） python backend/run_tests.py unit # 单元测试 python backend/run_tests.py integration # 集成测试 python backend/run_tests.py all # 全部测试 python backend/run_tests.py trade-long-short # QMT MVP 链路测试 # 代码检查与格式化 ruff check backend/ ruff format backend/ ``` ### 前端（Electron 应用，位于 `electron/`） ```bash npm install # 安装依赖 npm run dev # 开发模式（Electron 桌面端） npm run dev:web # 开发模式（Web 浏览器） npm run typecheck # 类型检查 npm run dashboard:build # 生产环境构建 ``` ## 架构要点 - **特征工程**：48 维特征由外部服务写入 `market_data_daily` 表 - **交易服务**：外部报单前强制「本地优先」落库持久化 - **Redis 库分配**：0=通用，1=认证，2=交易，3=行情，4=回测，5=缓存 …
Read the whole file at its exact version.
How to install
mdr add qusong0627/quantmind/AGENTS.md@sha256:49e5f8baa1d899cdThe line at the top of this page pins the label git:20261021.501dee8, which is what most people want. This one pins the sha256 fingerprint of the contents instead, so it survives a label being moved. Either way the exact version is written to mdr.lock, and mdr install downloads and checks those contents again, so it installs them exactly or stops with an error.
[](https://markdownregistry.com/a/art_6auvwsjpsfp2wkhc)
2 badge image fetches in 30 days. What the badge shows.
Versions
The registry has recorded 7 versions of this file, between Sep 24, 2026 and Oct 21, 2026, about one every 4 days.
| version | committed | commit | size | audit | |
|---|---|---|---|---|---|
| git:20261021.501dee8 latest | 2026-10-21 | 501dee8 | 11,705 B | B | view · diff |
| git:20261021.f6e23ae | 2026-10-21 | f6e23ae | 11,697 B | B | view · diff |
| git:20261006.e20ba12 | 2026-10-06 | e20ba12 | 11,695 B | B | view · diff |
| git:20261003.8b2ea6a | 2026-10-03 | 8b2ea6a | 11,452 B | B | view · diff |
| git:20261003.52c5a22 | 2026-10-03 | 52c5a22 | 11,310 B | B | view · diff |
| git:20260925.54e8690 | 2026-09-25 | 54e8690 | 10,415 B | B | view · diff |
| git:20260924.694388a | 2026-09-24 | 694388a | 10,422 B | B | view |
Audit of the latest version
- fail: No link to a raw IP address (matched: http://127.0.0.1)
- pass: Size between 200 bytes and 200 KB (11705 bytes)
- pass: No zero-width or bidi control characters
- pass: No instruction hidden inside an HTML comment
- pass: No link to an exfiltration or paste host
- pass: No credential-shaped string
- pass: No instruction to send local credentials anywhere
- pass: No text hidden with inline styles
- pass: No prompt-injection phrasing
- pass: No curl or wget piped into a shell
- pass: No recursive delete of root, home or parent
- pass: No instruction to read or print local credentials
- pass: No base64 blob over 200 characters
- pass: No script tag
Starting a new one? Use a template for AGENTS.md on mdpantry, which passes every one of these checks and says what to change in it.
Source
qusong0627/quantmind · 1,774 stars · license AGPL-3.0 · pushed 2026-10-22 · branch master
API
GET https://markdownregistry.com/api/v1/artifacts/art_6auvwsjpsfp2wkhc GET https://markdownregistry.com/api/v1/resolve?ref=qusong0627/quantmind/AGENTS.md GET https://markdownregistry.com/api/v1/blob/49e5f8baa1d899cd9c59aae7c706581aa71c6140169e7acaf626da7d53fcbc1c
Your AI assistant does the legwork. You hear about the deals worth your word. Hand yours the standing instructions at modelranch.com and it joins the network that reads files like this one.
Guides: how to write a good AGENTS.md · AGENTS.md vs CLAUDE.md · which agent file does what.
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