← Back to Skills Marketplace
心理学数据分析（统计检验、结果解读）
by
wangjinhongmy-pixel
· GitHub ↗
· v1.0.1
· MIT-0
53
Downloads
0
Stars
0
Active Installs
2
Versions
Install in OpenClaw
/install psychology-data-analysis
Description
心理学数据分析决策与执行助手。当用户需要分析心理学研究数据、决定使用什么统计检验、处理数据、运行分析、解读结果时使用。触发场景包括："帮我分析数据"、"做什么检验"、"SPSS怎么做"、"Python分析"、"结果怎么读"、"验证我的假设"、"数据分析"、"处理数据"等。
Usage Guidance
This skill appears to do what it claims: recommend tests, guide SPSS, and run local analyses with the included Python script. Before installing/using: 1) Inspect the full python_analysis.py yourself (or run it in a sandbox) and test it on non-sensitive dummy data to confirm behavior and outputs. 2) Confirm and/or add any missing reference files (SKILL.md mentions references/apa_format.md but it is not in the manifest). 3) Ensure required Python packages are installed in a controlled environment (virtualenv/conda) to avoid unexpectedly installing packages globally. 4) Because the script reads files you provide, avoid running it on data that contains secrets (identifiable personal data) unless you trust the execution environment. 5) If you plan to let an agent invoke the skill autonomously, be aware it can run the script on any data path you provide — that is normal but double-check which data the agent will pass.
Capability Assessment
Purpose & Capability
Name/description ask for recommending and running statistical tests. The skill includes a Python analysis script and reference docs that match that purpose. There are no unrelated required binaries, environment variables, or credentials.
Instruction Scope
SKILL.md limits actions to collecting study design info, recommending tests, guiding SPSS, and running the included Python script on user-provided data. That is in-scope. Minor mismatch: SKILL.md lists references/apa_format.md as an included reference but the file manifest does not contain this file — a documentation/inventory inconsistency. Also the Python script asks for filenames/variable names interactively in some flows (input()) and prints results; confirm expected UX for automated runs.
Install Mechanism
No install spec; skill is instruction-only plus a script. No downloads or external install URLs are present. The Python script relies on common scientific Python packages (pandas/scipy/statsmodels/etc.), which is appropriate for the stated functionality.
Credentials
The skill requests no environment variables, credentials, or config paths. The resources it accesses are local data files supplied by the user (CSV/Excel/SAV). There are no network endpoints, HTTP calls, or tokens present in the code or docs.
Persistence & Privilege
always is false and the skill does not request system-wide configuration changes or persistent privileges. It does not attempt to modify other skills or system settings.
How to Use
- Make sure OpenClaw is installed (local or Docker)
- Run the install command in chat:
/install psychology-data-analysis - After installation, invoke the skill by name or use
/psychology-data-analysis - Provide required inputs per the skill's parameter spec and get structured output
Version History
v1.0.1
- 新增 version 字段到 SKILL.md，版本号为 1.0.1
- 其余内容无变化
v1.0.0
- Initial release of the "psychology-data-analysis" assistant for psychology research data analysis.
- Guides users step-by-step: research info collection → test recommendation → analysis execution → result interpretation.
- Supports both Python (scripts provided) and SPSS (menu/command instructions) workflows.
- Covers a wide range of analyses: t-tests, ANOVA, correlation, regression, mediation/moderation, and more.
- Provides APA-style statistical reporting, effect sizes, and interpretation guidance.
Metadata
Frequently Asked Questions
What is 心理学数据分析（统计检验、结果解读）?
心理学数据分析决策与执行助手。当用户需要分析心理学研究数据、决定使用什么统计检验、处理数据、运行分析、解读结果时使用。触发场景包括："帮我分析数据"、"做什么检验"、"SPSS怎么做"、"Python分析"、"结果怎么读"、"验证我的假设"、"数据分析"、"处理数据"等。 It is an AI Agent Skill for Claude Code / OpenClaw, with 53 downloads so far.
How do I install 心理学数据分析（统计检验、结果解读）?
Run "/install psychology-data-analysis" in the OpenClaw or Claude Code chat to install it in one step — no extra setup required.
Is 心理学数据分析（统计检验、结果解读） free?
Yes, 心理学数据分析（统计检验、结果解读） is completely free, licensed under MIT-0. You can download, install and use it at no cost.
Which platforms does 心理学数据分析（统计检验、结果解读） support?
心理学数据分析（统计检验、结果解读） is cross-platform and runs anywhere OpenClaw / Claude Code is available (cross-platform).
Who created 心理学数据分析（统计检验、结果解读）?
It is built and maintained by wangjinhongmy-pixel (@wangjinhongmy-pixel); the current version is v1.0.1.
More Skills