statistics-tools SKILL.md skillA
statistics-tools from helixnow/deep-student is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.
mdr add helixnow/deep-student/statistics-tools@v1.0.0Pins v1.0.0 in mdr.lock. Pin the fingerprint instead.
- Audit grade
- A, 17 of 17 checks passed
- Kind
- SKILL.md skill
- Repository
- helixnow/deep-student
- Path
.skills/statistics-tools/SKILL.md- Versions recorded
- 1
- Latest version
- v1.0.0, committed May 27, 2026
- Size
- 4,615 bytes
- Repository stars
- 303
- License
- AGPL-3.0
SPSS 论文分析的统计执行工具组。为 `.sav`、`csv/xlsx` 等数据分析场景声明 MCP 统计后端接口，包括数据集检查、统计分析执行、结果解释与论文表格导出。适用于需要把统计执行能力按需注入到 DeepStudent 会话中的场景。.
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
# statistics-tools 这是 SPSS 论文分析工作流的统计执行工具组。 ## 使用要求 1. 在调用 `mcp_stats_run_analysis` 之前，先明确研究问题和变量角色。 2. 如果变量含义、分组方式或量表方向不清楚，不要直接执行统计。 3. 解释类和导出类工具只处理已有结果对象，不负责自行猜测缺失字段。 4. 如果 MCP 后端不可用，调用方应退化为解释模式，而不是伪造执行结果。 ## 结果对象契约 `mcp_stats_run_analysis` 的返回结果应统一包含： - `analysis_type` - `variables` - `assumption_checks` - `statistics` - `p_value` - `effect_size`（如适用） - `warnings` - `narrative_summary` 调用方应依赖这个统一结构完成结果解释、论文写作和表格导出。
Read the whole file at its exact version.
How to install
mdr add helixnow/deep-student/statistics-tools@sha256:7ab737749cee29bfThe line at the top of this page pins the label v1.0.0, 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_eu7zbqmxij6r5koj)
2 badge image fetches in 30 days. What the badge shows.
Versions
The registry has recorded 1 version of this file, committed on May 27, 2026.
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 (4615 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
helixnow/deep-student · 303 stars · license AGPL-3.0 · pushed 2026-11-02 · branch main
API
GET https://markdownregistry.com/api/v1/artifacts/art_eu7zbqmxij6r5koj GET https://markdownregistry.com/api/v1/resolve?ref=helixnow/deep-student/statistics-tools GET https://markdownregistry.com/api/v1/blob/7ab737749cee29bf55153a179f193bc8de13b85694bb6e65c8893e9a033bc387
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.