synthetic-toy-dataset-generator-starter

Name: synthetic-toy-dataset-generator-starter
Author: ma-compbio-lab

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How to install synthetic-toy-dataset-generator-starter?

ma-compbio-lab/skillfoundry/synthetic-toy-dataset-generator-starter

$npx -y skills add ma-compbio-lab/SkillFoundry --skill synthetic-toy-dataset-generator-starter

Installs into the current project.

Summary

Use this skill to generate a deterministic tiny dataset bundle for tests, demos, and smoke fixtures.

Files · 1

SKILL.md

1	# Synthetic Toy Dataset Generator Starter
2
3	Use this skill to generate a deterministic tiny dataset bundle for tests, demos, and smoke fixtures.
4
5	## What This Skill Does
6
7	- creates a small sample sheet, feature sheet, and count matrix
8	- uses a fixed seed for deterministic values
9	- writes a manifest and a compact JSON summary
10	- keeps the output small enough to commit as a verified asset
11
12	## When To Use It
13
14	- when you need a starter for `synthetic-toy-dataset-generation-for-tests`
15	- when downstream skills need a small reusable fixture bundle
16	- when you want deterministic tabular test data without external downloads
17
18	## Run
19
20	```bash
21	python3 skills/data-acquisition-and-dataset-handling/synthetic-toy-dataset-generator-starter/scripts/generate_synthetic_toy_dataset.py \
22	--sample-count 6 \
23	--feature-count 4 \
24	--seed 17 \
25	--out-dir scratch/synthetic-toy-dataset/toy_bundle \
26	--summary-out scratch/synthetic-toy-dataset/toy_bundle_summary.json
27	```
28
29	## Notes
30
31	- The generated bundle is intentionally generic and lightweight; it is designed to feed other skills' tests.
32	- The summary includes simple deterministic checks so regressions are easy to spot in CI.

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