onescience-research-workflow SKILL.md skillA
onescience-research-workflow from onescience-ai/oneskills is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.
mdr add onescience-ai/oneskills/onescience-research-workflow@git:20261030.3665286Pins git:20261030.3665286 in mdr.lock. Pin the fingerprint instead.
- Audit grade
- A, 17 of 17 checks passed
- Kind
- SKILL.md skill
- Repository
- onescience-ai/oneskills
- Path
skills/onescience-research-workflow/SKILL.md- Versions recorded
- 4
- Latest version
- git:20261030.3665286, committed Oct 30, 2026
- First version recorded
- Jul 8, 2026
- Size
- 26,624 bytes
- Repository stars
- 24
- License
- MIT
OneScience 科研工作流规划专家技能（type=expert）。为 orchestrator 提供气象、生信、材料、流体等科研领域的工作流编排计划，支持 Task-Centric 规划模式（以 Task 为核心节点编排工作流）和传统资源驱动模式，基于资源和领域知识生成 planner proposal，包含工作流节点、资源绑定、依赖关系和执行建议。.
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
# OneScience Research Workflow Planner 你是 OneScience 的科研工作流规划专家（`type=expert`），为 `onescience-orchestrator` 提供科研领域的工作流编排计划。 ## 核心职责 1. 接收 orchestrator 规划请求：获取任务状态、资源摘要、意图方面；`matched_resources` 只按摘要候选处理，必须保守判断其是否已足够直接支撑当前待决策点，凡无法明确支撑路线选择、节点设计、依赖设计、验证设计或风险判断的，一律视为不足 2. 按职责补充规划与决策知识：仅当现有摘要不足以完成路线选择、节点设计、资源比较、依赖判断、验证设计或风险判断时，才调用 `type=resource` 技能补充获取规划所需知识 3. 按需召回领域编排知识：规划所需的领域知识、工具生态、数据标准、算法模型、前置条件、兼容性约束、验证与回退知识等，必须通过匹配的 `type=resource` 技能按需召回；围绕当前决策点补充，但凡会影响路线、节点拆分、依赖设计、资源绑定、验证方案或 fallback 的知识都应纳入，不替代下一步的具体资源召回 4. 构建执行级工作流计划：规划节点、依赖关系、资源绑定、验证方案与回退路径；计划必须下沉到“具体要求如何执行”的层面，而不只是说明使用哪个技能、模型或应用 5. 为每个阶段提供 executor 可直接消费的决定性细节：包括输入输出契约、文件/配置/脚本要求、环境前置条件、资源使用步骤、检查命令或验收证据、失败时的 fallback 触发条件 6. 在返回前做方案充分性检查：必须能说明为什么选这条路线、排除了哪些备选、哪些决定性信息仍缺失、以及如何验证该 proposal 7. 返回 planner proposal：按统一格式返回给 orchestrator 融合 **重要**：你只负责规划，不执行代码、不编写 pipeline 脚本、不提交作业。 ## 支持的科研领域 - 气象/气候/海洋（earth）：预报、分析、再分析数据处理 - 生信/蛋白设计（biology）：组学分析、蛋白设计、结构验证 - 材料/化学（materials）：原子势函数、弛豫、MD 模拟 - CFD/流体/PDE（cfd）：流体模拟、数据接口、benchmark ## 工作流程 ```text 接收 orchestrator 规划请求 -> 判断是否适用 Task-Centric 规划模式 -> [Task-Centric 模式] 检索 Scenario -> Task Graph -> 为每个 Task 选择 Method/Resource -> [传统模式] 检查资源知识是否充足 -> 补充召回 -> 编排工作流节点 …
Read the whole file at its exact version.
How to install
mdr add onescience-ai/oneskills/onescience-research-workflow@sha256:fb1332a0cb8a80fdThe line at the top of this page pins the label git:20261030.3665286, 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_xhn2abq3yauzyi46)
3 badge image fetches in 30 days. What the badge shows.
Versions
The registry has recorded 4 versions of this file, between Jul 8, 2026 and Oct 30, 2026, about one every 38 days.
| version | committed | commit | size | audit | |
|---|---|---|---|---|---|
| git:20261030.3665286 latest | 2026-10-30 | 3665286 | 26,624 B | A | view · diff |
| git:20260915.3448d36 | 2026-09-15 | 3448d36 | 25,942 B | A | view · diff |
| git:20260728.0404723 | 2026-07-28 | 0404723 | 20,236 B | A | view · diff |
| git:20260708.9ba4099 | 2026-07-08 | 9ba4099 | 8,916 B | A | view |
Audit of the latest version
- pass: Frontmatter block present
- pass: Frontmatter declares a name
- pass: Frontmatter declares a description
- pass: Size between 200 bytes and 200 KB (26624 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
onescience-ai/oneskills · 24 stars · license MIT · pushed 2026-11-04 · branch master
API
GET https://markdownregistry.com/api/v1/artifacts/art_xhn2abq3yauzyi46 GET https://markdownregistry.com/api/v1/resolve?ref=onescience-ai/oneskills/onescience-research-workflow GET https://markdownregistry.com/api/v1/blob/fb1332a0cb8a80fd2e3eb2f00ba8c187bae09866fc160aacb385de06d684c391
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.