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Synthetic toy dataset generator starter

Skill ma-compbio-lab/SkillFoundry/skills/data-acquisition-and-dataset-handling/synthetic-toy-dataset-generator-starter

A framework for discovering, compiling, and validating reusable skills for scientific agents.

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

Assembled from the repository path, not quoted from the project. Check it against their README if it does not work.

SKILL.md

1.1 KB, 259 tokens by cl100k_base, as published. Nobody here has run it

Synthetic Toy Dataset Generator Starter

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

What This Skill Does

  • creates a small sample sheet, feature sheet, and count matrix
  • uses a fixed seed for deterministic values
  • writes a manifest and a compact JSON summary
  • keeps the output small enough to commit as a verified asset

When To Use It

  • when you need a starter for synthetic-toy-dataset-generation-for-tests
  • when downstream skills need a small reusable fixture bundle
  • when you want deterministic tabular test data without external downloads

Run

python3 skills/data-acquisition-and-dataset-handling/synthetic-toy-dataset-generator-starter/scripts/generate_synthetic_toy_dataset.py \
  --sample-count 6 \
  --feature-count 4 \
  --seed 17 \
  --out-dir scratch/synthetic-toy-dataset/toy_bundle \
  --summary-out scratch/synthetic-toy-dataset/toy_bundle_summary.json

Notes

  • The generated bundle is intentionally generic and lightweight; it is designed to feed other skills' tests.
  • The summary includes simple deterministic checks so regressions are easy to spot in CI.

Keep looking

Skills are one crate of 328,083. Ordering is by how many stacks a row turns up in, so the top of any crate is what has actually been picked rather than what has the most stars.