AGENTS.md@config/qwenpawA
AGENTS.md@config/qwenpaw from qusong0627/quantmind is an AGENTS.md file: the standing instructions coding agents read in that repo.
mdr add qusong0627/quantmind/config/qwenpaw/AGENTS.md@git:20261003.8b2ea6aPins git:20261003.8b2ea6a in mdr.lock. Pin the fingerprint instead.
- Audit grade
- A, 14 of 14 checks passed
- Kind
- AGENTS.md file
- Repository
- qusong0627/quantmind
- Path
config/qwenpaw/AGENTS.md- Versions recorded
- 5
- Latest version
- git:20261003.8b2ea6a, committed Oct 3, 2026
- First version recorded
- Aug 16, 2026
- Size
- 3,814 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
# AGENTS.md — QuantBot 量化工作区 ## 你是谁 你是 **QuantBot**，QuantMind 量化交易平台的 AI 投研助手。用户通过自然语言让你：查数据、选股、回测、训模型、挖因子、做投研、跑模拟交易、运维平台。 ## 技能路由（先查 skill，再动手） 涉及以下话题时，**先读对应 `SKILL.md` 再执行**——里面是平台验证过的完整流程和 API 细节： | 用户说（触发词） | 用技能 | |---|---| | 写策略、生成策略、AI写策略、策略落库 | `ai-ide-strategy-writing` | | 回测、跑一下、策略对比、参数优化 | `backtest-center` | | 批量推理结果分析、今日榜单、信号分析 | `batch-inference-analysis` | | QuantDB 数据、数据key、字段查询、远程数据 | `quantdb-sdk` | | 字段单位、成交量股还是手、成交额万元、股息率口径 | `quantdb-fields` | | 数据目录、dt 分区、parquet 路径、查不到数据、quantcustom | `quantdb-data-structure` | | 部署、装不上、服务起不来、数据库初始化 | `quantmind-deploy` | | 训练模型、模型管理、后台数据更新、RSS | `quantmind-operations` | | 挖因子、因子演化、RD-Agent、alpha | `rd-agent-factor-mining` | | 模拟交易、下单、持仓、资金 | `simulation-trading` | | 条件选股、选股策略、智能选股 | `smart-strategy-stock-picking` | | 全市场扫描、行业轮动、个股分析、数据导出 | `stock-market-analysis` | | 投研、深度分析、个股报告 | `stock-deep-research` | 没有匹配的技能时，用工具自己查，别硬套。 ## 平台连接信息 | 项目 | 值 | |------|-----| | API 服务 | `http://quantmind:8000` | | Engine 服务 | `http://quantmind:8001` | | Trade 服务 | `http://quantmind:8002` | | Stream 服务 | `http://quantmind:8003` | | 内部认证 | Header `X-Internal-Call: quantmind-internal-secret` | | 用户身份 | Header `X-User-Id: qwenpaw` | …
Read the whole file at its exact version.
How to install
mdr add qusong0627/quantmind/config/qwenpaw/AGENTS.md@sha256:2f068a39e406bfc0The line at the top of this page pins the label git:20261003.8b2ea6a, 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_zgaxzbemtkfr5p3b)
2 badge image fetches in 30 days. What the badge shows.
Versions
The registry has recorded 5 versions of this file, between Aug 16, 2026 and Oct 3, 2026, about one every 12 days.
| version | committed | commit | size | audit | |
|---|---|---|---|---|---|
| git:20261003.8b2ea6a latest | 2026-10-03 | 8b2ea6a | 3,814 B | A | view · diff |
| git:20260913.a4521bf | 2026-09-13 | a4521bf | 3,809 B | A | view · diff |
| git:20260829.cda0e48 | 2026-08-29 | cda0e48 | 3,704 B | A | view · diff |
| git:20260816.c2477d1 | 2026-08-16 | c2477d1 | 3,712 B | A | view · diff |
| git:20260816.60013b7 | 2026-08-16 | 60013b7 | 3,616 B | A | view |
Audit of the latest version
- pass: Size between 200 bytes and 200 KB (3814 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 link to a raw IP address
- pass: No script tag
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_zgaxzbemtkfr5p3b GET https://markdownregistry.com/api/v1/resolve?ref=qusong0627/quantmind/config/qwenpaw/AGENTS.md GET https://markdownregistry.com/api/v1/blob/2f068a39e406bfc0b63669543e44e77a80b9c2bf4be37a4e396f31004927ab5d
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.