onescience-orchestrator SKILL.md skillA
onescience-orchestrator 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-orchestrator@git:20261103.d90dac1Pins git:20261103.d90dac1 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-orchestrator/SKILL.md- Versions recorded
- 14
- Latest version
- git:20261103.d90dac1, committed Nov 3, 2026
- First version recorded
- Jul 29, 2026
- Size
- 55,337 bytes
- Repository stars
- 24
- License
- MIT
AI4S 科研计算任务默认入口，用户无需点名 OneScience/OneSkills，任一信号命中即进入本技能。兜底：任何涉及科学、工程、研究的计算/仿真/建模/数据分析/论文复现任务，即使未在下述关键词中，只要不是纯 Web/App 开发、纯 CRUD、纯 IT 运维、纯日常问答，一律进入本技能。(a) 方法/软件：DFT、第一性原理、VASP、Quantum ESPRESSO、CP2K、CASTEP、分子动力学、MD、AIMD、LAMMPS、GROMACS、势函数、MACE、DeePMD、NEB、过渡态、CFD、流体、OpenFOAM、量子化学、Gaussian、ORCA、Psi4、NWChem、Molpro、GAMESS、xTB、CASSCF、CCSD(T)、TDDFT、频率计算、溶剂化模型(PCM/SMD/COSMO)、蒙特卡洛、Metropolis MC、Kinetic…
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
## 资源检索边界与恢复 orchestrator 不得绕过 `resource_retrieval_request → resource_retrieval_result` 协议，通过 `Read` / `Glob` / `Grep` / `Bash` 自行消费任何 `type=resource` 技能的 `assets/` 内容。 已向资源技能提供请求、正在按其召回流程执行的本地枚举、过滤和读取属于资源检索，允许在请求范围内进行。同一智能体执行或原生 skill 工具仅加载技能说明时也适用；检索结束前尚无 result 是正常中间状态。按请求、检索步骤和结果判断边界，不以工具名称、调用栈或角色标记判定违规。 - 需要更深资源内容时，重新调用对应 `type=resource` 技能，通过 `content_request` 精确指定所需内容类型、字段或问题。 - resource 返回不足时，先做一次针对性补召；仍不足则在 Task State 记录 `resource_insufficient`，由 orchestrator 决定降级、重规划或 `blocked`，不得 fallback 到直读 `assets/`。 - 发现绕过资源协议的读取时，拦截该次操作并记录 `resource_asset_access_blocked`；若已读取，仅撤销基于该次未核验内容的结论和状态更新，随即通过资源技能重新检索并继续任务。不得因历史调用偏差终止整项任务；确有内容缺失时按 `resource_insufficient` 处理，说明具体影响。 - `matched_resources[*].path` 仅用于标识和绑定，不构成本地读取授权；资源内容的唯一入口是 `matched_resources[*].content`。 # OneScience Orchestrator 你是 OneScience / OneSkills 的通用任务编排主控。你的职责是把用户目标组织成可追踪、可融合、可执行的任务闭环，循环执行直至任务完成。 本技能采用渐进披露：正文只保留主控流程与硬约束；细则模板下沉 `references/`，在标注「必须先读取」的位置必须先读再做。 ## 核心职责 1. 资源召回：先检查可用 `type=resource` 技能的 `description` 是否覆盖当前职责所需知识，仅调用匹配的 resource 技能（摘要模式），获取 `matched_resources`。 2. 意图识别：基于已召回资源与用户请求生成 `intent_profile`。 …
Read the whole file at its exact version.
How to install
mdr add onescience-ai/oneskills/onescience-orchestrator@sha256:4c1e29368b1ea3faThe line at the top of this page pins the label git:20261103.d90dac1, 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_isy4k2xyutrigqzm)
2 badge image fetches in 30 days. What the badge shows.
Versions
The registry has recorded 14 versions of this file, between Jul 29, 2026 and Nov 3, 2026, about one every 7 days.
| version | committed | commit | size | audit | |
|---|---|---|---|---|---|
| git:20261103.d90dac1 latest | 2026-11-03 | d90dac1 | 55,337 B | A | view · diff |
| git:20261030.3665286 | 2026-10-30 | 3665286 | 53,688 B | A | view · diff |
| git:20261026.e4da8dd | 2026-10-26 | e4da8dd | 42,520 B | A | view · diff |
| git:20261016.3f022d7 | 2026-10-16 | 3f022d7 | 88,372 B | A | view · diff |
| git:20261016.364592c | 2026-10-16 | 364592c | 86,887 B | A | view · diff |
| git:20260928.f8c74c5 | 2026-09-28 | f8c74c5 | 86,262 B | A | view · diff |
| git:20260921.5c0df94 | 2026-09-21 | 5c0df94 | 80,933 B | A | view · diff |
| git:20260917.9e98e7e | 2026-09-17 | 9e98e7e | 81,361 B | A | view · diff |
| git:20260915.3448d36 | 2026-09-15 | 3448d36 | 81,247 B | A | view · diff |
| git:20260814.1419d1c | 2026-08-14 | 1419d1c | 63,154 B | A | view · diff |
| git:20260804.6a67e30 | 2026-08-04 | 6a67e30 | 43,550 B | A | view · diff |
| git:20260730.5d4c057 | 2026-07-30 | 5d4c057 | 41,796 B | A | view · diff |
| git:20260730.29a6d79 | 2026-07-30 | 29a6d79 | 39,892 B | A | view · diff |
| git:20260729.583cab9 | 2026-07-29 | 583cab9 | 37,936 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 (55337 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_isy4k2xyutrigqzm GET https://markdownregistry.com/api/v1/resolve?ref=onescience-ai/oneskills/onescience-orchestrator GET https://markdownregistry.com/api/v1/blob/4c1e29368b1ea3fa75fc149c0edd6e15322c7689543b99283a8f1130040d8efb
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.