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Yeachan-HeoYeachan-HeoCommunity·3 Agent Skills Included

My-Jogyo

Automated research workflows with reproducible notebooks and verified findings

Turns research goals into reproducible Jupyter notebooks with hypotheses, experiments, and publication-ready reports. Runs Python analysis autonomously while an adversarial reviewer challenges every claim and scores evidence quality. Eliminates manual experiment tracking, messy outputs, and unverified conclusions through structured markers and two-gate completion checks.
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npx skills add Yeachan-Heo/My-Jogyo --all -g -y
Available:

Tells the AI agent how the Gyoshu research team is structured, which models to use per role, and how to run the /gyoshu and /gyoshu-auto research commands.

All Skills in This Repository (3)

Pure Emerald Level Indicators
📦 In Repo
Yeachan-HeoYeachan-Heo

experiment-design

Generate seeds, splits, power estimates, stopping rules, and reporting templates for reproducible experiments in Python with NumPy, pandas, scikit-learn, and statsmodels.

Community
Intermediate
📦 In Repo
Yeachan-HeoYeachan-Heo

ml-rigor

Automate ML evaluation with baselines, stratified cross-validation, and leakage checks.

Community
Advanced
📦 In Repo
Yeachan-HeoYeachan-Heo

data-analysis

Load, clean, and summarize tabular datasets with descriptive statistics.

Community
Intermediate

Frequently Asked Questions

FAQPage Schema
How to install Gyoshu?▼

Run `npx skills add Yeachan-Heo/My-Jogyo --all -g -y` in your terminal to install all skills in this suite globally.

How to automate data research with AI?▼

Set a goal with /gyoshu-auto and the system plans the research, runs Python experiments, and delivers a verified notebook and report without manual steps.

Does Gyoshu work with Claude Code and OpenCode?▼

Yes. It runs as an MCP server in Claude Code and as a plugin in OpenCode, with all research tools available automatically after setup.

How does Gyoshu verify research results?▼

A dedicated reviewer agent challenges every claim, calculates trust scores, and requires both evidence quality and goal completion before marking work as successful.

Can I use Gyoshu without coding experience?▼

Yes. You describe your research goal in plain English and the agents handle the Python code, statistics, and report writing for you.

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