onescience-data-analyzer SKILL.md skillA
onescience-data-analyzer 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-data-analyzer@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-data-analyzer/SKILL.md- Versions recorded
- 6
- Latest version
- git:20261030.3665286, committed Oct 30, 2026
- First version recorded
- Jul 29, 2026
- Size
- 12,790 bytes
- Repository stars
- 24
- License
- MIT
OneScience 数据分析执行技能（type=executor）。负责数据分析、可视化与报告输出，不涉及任务规划。接收规划好的任务，调用工作流执行统计分析、可视化生成和报告输出，根据领域自动匹配可视化规范（气象、生信、流体、材料等）。.
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
## 输入获取方式
本技能支持两种输入方式：
1. **上下文 handoff**（默认）：从调用方传入的 `step_handoff` 获取任务信息。
2. **文件 handoff**（autonomous_mode）：从 `.onescience/handoff/step_{step_id}.yaml`
读取任务信息。执行后，将结果写入 `.onescience/handoff/step_{step_id}_result.yaml`。
启动时优先检查 `.onescience/handoff/` 目录是否存在对应的交接文件；若存在则使用文件模式，否则使用上下文模式。
文件交接格式参见 `skills/onescience-orchestrator/references/file_handoff_contract.md`。
# onescience-data-analyzer
数据分析执行技能，负责数据分析、可视化与报告输出。
## 职责
本技能为执行器（executor），专注于执行数据分析任务，不涉及任务规划。规划由其他技能完成后传递给本技能执行。
## 核心能力
1. **数据分析**：统计分析、趋势分析、相关性分析
2. **数据可视化**：图表生成、多维展示、交互式可视化
3. **报告生成**：结构化报告、图文结合、结果导出
## 工作流调用
根据任务类型调用对应工作流：
- **统计分析**：`{{workflow:references/statistical_analysis.md}}`
- **可视化生成**：`{{workflow:references/visualization.md}}`
- **报告输出**：`{{workflow:references/report_generation.md}}`
## 领域知识
工作流执行时会根据数据领域自动匹配 `assets/` 目录中的领域知识：
- 气象数据可视化：`assets/meteorology_viz.md`
- 生物信息学可视化：`assets/bioinformatics_viz.md`
- 流体力学可视化：`assets/fluid_dynamics_viz.md`
- 材料科学可视化：`assets/materials_science_viz.md`
## 结构可视化原语
先将 `bio`、`biology`、`bioinformatics` 归一化为生信领域。当输入为 `.pdb`、`.cif`、`.mmcif`，或 `requirements.viz_type=complex_structure` 时：
### 阶段一：执行资产获取
…Read the whole file at its exact version.
How to install
mdr add onescience-ai/oneskills/onescience-data-analyzer@sha256:e06d62d9bee8060aThe 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_kvzocxahhaxg7hxm)
3 badge image fetches in 30 days. What the badge shows.
Versions
The registry has recorded 6 versions of this file, between Jul 29, 2026 and Oct 30, 2026, about one every 19 days.
| version | committed | commit | size | audit | |
|---|---|---|---|---|---|
| git:20261030.3665286 latest | 2026-10-30 | 3665286 | 12,790 B | A | view · diff |
| git:20260814.1419d1c | 2026-08-14 | 1419d1c | 12,016 B | A | view · diff |
| git:20260730.5d4c057 | 2026-07-30 | 5d4c057 | 11,411 B | A | view · diff |
| git:20260730.29a6d79 | 2026-07-30 | 29a6d79 | 10,203 B | A | view · diff |
| git:20260729.583cab9 | 2026-07-29 | 583cab9 | 9,966 B | A | view · diff |
| git:20260729.82e3102 | 2026-07-29 | 82e3102 | 8,267 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 (12790 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_kvzocxahhaxg7hxm GET https://markdownregistry.com/api/v1/resolve?ref=onescience-ai/oneskills/onescience-data-analyzer GET https://markdownregistry.com/api/v1/blob/e06d62d9bee8060aee3ec5b401781fe9b5b4dd2565e77c0731af05f105bb40da
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.