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

onescience-infer skillA

onescience-infer is agent-read markdown (skill) from onescience-ai/oneskills: OneScience 科学模型推理执行技能。用于用户希望运行或构建 HuggingFace 模型、官方文档模型、本地 checkpoint 或项目原生 runner 的推理工作流时，覆盖气象/地球系统、生信、材料、流体和通用科研模型等领域，包括模型卡与配置发现、输入数据准备、checkpoint 加载、推理入口生成或复用、执行、结果验证、可视化和 baseline 对比。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 以及数据准备类技能。.

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-infer@git:20260814.1419d1c
Exact content
mdr add onescience-ai/oneskills/onescience-infer@sha256:8d361581bad56a6c

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

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Versions

versioncommittedcommitsizeaudit
git:20260814.1419d1c latest2026-08-14 1419d1c 11,398 BA view · diff
git:20260728.f9c9d022026-07-28 f9c9d02 10,793 BA view · diff
git:20260728.04047232026-07-28 0404723 10,517 BA view · diff
git:20260725.0af42342026-07-25 0af4234 8,890 BA view · diff
git:20260714.dc6bcb92026-07-14 dc6bcb9 7,596 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 (11398 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_5quowcaundfwj4ux
GET https://markdownregistry.com/api/v1/resolve?ref=onescience-ai/oneskills/onescience-infer
GET https://markdownregistry.com/api/v1/blob/8d361581bad56a6cd9716cfa80822cbc053856e85e6c4fac6af60fab180cd005

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