model-training-config SKILL.md skillA

model-training-config from qusong0627/quantmind is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.

Install it, pinned
mdr add qusong0627/quantmind/model-training-config@git:20260922.ad81f9c

Pins git:20260922.ad81f9c in mdr.lock. Pin the fingerprint instead.

Audit grade
A, 17 of 17 checks passed
Kind
SKILL.md skill
Repository
qusong0627/quantmind
Path
skills/model-training-config/SKILL.md
Versions recorded
1
Latest version
git:20260922.ad81f9c, committed Sep 22, 2026
Size
9,186 bytes
Repository stars
1,774
License
AGPL-3.0

QuantMind 模型训练配置文件生成器:把自然语言需求(市场/周期/模型/因子/超参/时间切分)转成前端『模型训练 → 导入配置』可直接导入的 quantmind-model-training-config 文件(YAML/JSON,.yml 扩展名),并内置 schema 校验脚本与 5 个可直接导入的演示/预设配置。当用户要生成/编写/导出训练配置文件、批量造训练 preset、或需要可直接导入的训练参数模板时使用。触发词:训练配置文件、生成训练配置、导入配置、训练配置模板、训练 preset、训练参数文件、配置文件 schema.

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

> ⚙️ 本技能遵循公共运行环境契约(最高优先级,先于本文其余内容执行):
> 详见 [_shared/env-contract.md](../_shared/env-contract.md),执行前先读它。

# 模型训练配置生成器(QuantMind)

把「用户想要什么模型」翻译成前端**模型训练页可以一键导入**的配置文件。
本技能**不调用训练 API**(纯文件生成 + 本地/容器内校验);生成物交给用户在前端点导入。

- 事实源(若可读源码):`electron/src/pages/training/trainingUtils.tsx`、
  `electron/src/pages/training/__tests__/trainingConfigFile.test.ts`
- 字段全表:[references/schema.md](references/schema.md)
- 因子家族与选因子:[references/factor-families.md](references/factor-families.md)
- 可直接导入的演示:[templates/](templates/)

## 0. 交付物与导入方式

- 交付**一个** `.yml` 文件(内容可为 YAML,也可为 JSON —— 导入用的 js-yaml 认 JSON)。
  文件名建议 `模型训练配置_<名称>_<YYYYMMDD>.yml`。
- 前端导入路径:**模型训练页 → 右上角「导入配置」→ 选择文件 → 预览 → 确认**。
  文件选择器只接受 `.yml / .yaml / .txt`,**不要用 `.json` 扩展名**。
- 导入会**整体覆盖**当前表单;市场/因子源会自动切换(见 §4)。

## 1. 文件骨架(照抄结构,再改值)

```yaml
schema_version: 1                                  # 固定 1
kind: quantmind-model-training-config              # 固定值
exported_at: "2026-09-22T00:00:00.000Z"            # 元数据
market: CN                                         # CN|HK|US|CRYPTO|FUTURES
factor_source: l1_l2_factors                       # 可选:QuantDB 直读源
factor_catalog_version: qdb-cn-l1_l2_factors-xxxx  # 可选:仅作版本提示
factor_filter:
…

Read the whole file at its exact version.

How to install

The exact contents, by fingerprint
mdr add qusong0627/quantmind/model-training-config@sha256:cfbe962ce4093067

The line at the top of this page pins the label git:20260922.ad81f9c, 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.

Badge

mdr badge

[![mdr](https://markdownregistry.com/badge/art_7k4434upjudqmhpc.svg)](https://markdownregistry.com/a/art_7k4434upjudqmhpc)

2 badge image fetches in 30 days. What the badge shows.

Versions

The registry has recorded 1 version of this file, committed on Sep 22, 2026.

versioncommittedcommitsizeaudit
git:20260922.ad81f9c latest2026-09-22 ad81f9c 9,186 BA view

Audit of the latest version

A  17 of 17 checks passed. Fixed automatic checks with no AI involved, so the same checks give the same answer every run.
  • pass: Frontmatter block present
  • pass: Frontmatter declares a name
  • pass: Frontmatter declares a description
  • pass: Size between 200 bytes and 200 KB (9186 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

GitHub

qusong0627/quantmind · 1,774 stars · license AGPL-3.0 · pushed 2026-10-22 · branch master

API

GET https://markdownregistry.com/api/v1/artifacts/art_7k4434upjudqmhpc
GET https://markdownregistry.com/api/v1/resolve?ref=qusong0627/quantmind/model-training-config
GET https://markdownregistry.com/api/v1/blob/cfbe962ce4093067345e406a5cbde8dd1109355b7a5cf444f268bbba37107900

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: the SKILL.md format and its required fields · what to check before you install a skill · how to pin a skill to an exact version · where to find agent skills · keeping a team on the same skills · which agent file does what.

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