HazelnutParadiseOfficial·6 Agent Skills Included

insyra

Go data analysis, statistics, charts, and machine learning

Loads, cleans, and transforms tabular data in Go with DataList, DataTable, and Excel-like CCL formulas. Runs statistical tests, regressions, clustering, and neural network training verified against R, scikit-learn, and PyTorch. Includes a CLI and REPL for quick analysis without writing full programs, plus charts, file I/O, and GPU acceleration. Eliminates switching between Python scripts and spreadsheets for everyday data work.

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npx skills add HazelnutParadise/insyra --all -g -y

Available:

Tells the AI agent how this repository is structured, which documents to read before making changes, and how to route work through the required OpenSpec proposal and verification workflow.

All Skills in This Repository (6)

Pure Emerald Level Indicators

📦 In Repo

HazelnutParadise

insyra

Analyze and visualize data in Go with parallel processing and Python integration.

openspec-explore

Explore ideas and investigate codebases within the OpenSpec system.

openspec-archive-change

Archive completed changes in the openspec experimental workflow after validating artifacts and tasks.

openspec-propose

Generate change proposals with design, specifications, and tasks using the openspec CLI.

openspec-apply-change

Automate implementation of tasks from an OpenSpec change using the openspec CLI.

use-insyra-cli

Execute data operations and statistical analysis using Insyra CLI commands.

Official

Intermediate

Frequently Asked Questions

FAQPage Schema

How to install Insyra?▼

Run `npx skills add HazelnutParadise/insyra --all -g -y` in your terminal to install all skills in this suite globally.

What can I do with Insyra?▼

You can load CSV, Excel, Parquet, or SQL data, clean and transform it, run statistical tests and regressions, build charts, and train machine learning or neural network models, all in pure Go.

Can I analyze data without writing Go code?▼

Yes. The Insyra CLI and REPL let you run one-shot commands or .isr scripts for loading, grouping, statistics, and plotting without writing a full program.

Does Insyra work with Claude Code and other agents?▼

Yes. The included skills follow the universal SKILL.md standard and work with Claude Code, OpenClaw, opencode, and any skill-capable agent runtime.

Are Insyra's statistics and models accurate?▼

Yes. Statistical results are verified against R, machine learning models against scikit-learn, and neural network training against PyTorch and onnxruntime.