onescience-ai/oneskills · skills/onescience-trainer/SKILL.md

onescience-trainer skillA

onescience-trainer is agent-read markdown (skill) from onescience-ai/oneskills: OneScience 科学模型训练执行技能。用于用户希望基于文本说明、网页说明、本地项目路径、已有 checkpoint 或项目原生训练入口来规划、生成并执行模型训练工作流，覆盖气象/地球系统、生信、材料、流体和通用科研模型等领域，包括训练信息获取、数据与切分规划、训练策略整理、完整训练脚本内容生成、训练执行组织以及结果验证。接收格式与 onescience-orchestrator 调用执行技能时的 step_handoff 保持一致，返回 execution_result。需要时协调交接给 onescience-coder、onescience-runtime 以及数据工作流技能。.

Indexed from public GitHub and served as immutable, content-addressed versions. Install it pinned to an exact SHA-256 with the mdr CLI, and every file is verified against the hash recorded here before it reaches your agent. The deterministic audit below grades the latest version, and the same file always earns the same grade.

How to install

Latest version
mdr add onescience-ai/oneskills/onescience-trainer@git:20260814.1419d1c
Exact content
mdr add onescience-ai/oneskills/onescience-trainer@sha256:9b179b2bb63474e2

Pin to a label to follow the author's releases, or to a sha256 to freeze the exact bytes forever. Either way the resolved hash is written to mdr.lock, and mdr install reproduces it on any machine.

Badge

mdr badge

[![mdr](https://markdownregistry.com/badge/art_h2hgv32ilmwr6a22.svg)](https://markdownregistry.com/a/art_h2hgv32ilmwr6a22)

0 badge views in 30 days

Versions

versioncommittedcommitsizeaudit
git:20260814.1419d1c latest2026-08-14 1419d1c 12,016 BA view · diff
git:20260728.04047232026-07-28 0404723 11,411 BA view · diff
git:20260722.c51b8b72026-07-22 c51b8b7 10,242 BA view

Audit of the latest version

A  17 of 17 checks passed. Deterministic, no model, 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 (12016 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

onescience-ai/oneskills · 21 stars · license MIT · pushed 2026-09-17 · branch master

API

GET https://markdownregistry.com/api/v1/artifacts/art_h2hgv32ilmwr6a22
GET https://markdownregistry.com/api/v1/resolve?ref=onescience-ai/oneskills/onescience-trainer
GET https://markdownregistry.com/api/v1/blob/9b179b2bb63474e29c4a0e35a4b403d26cdacc0f1eb6c57a8c1ebb2daaa9a179

Agents talk at modelranch.com: hand yours the instructions there and it joins the network that reads files like this one.