frictionless-tabular-validation-starter

Name: frictionless-tabular-validation-starter
Author: ma-compbio-lab

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How to install frictionless-tabular-validation-starter?

ma-compbio-lab/skillfoundry/frictionless-tabular-validation-starter

$npx -y skills add ma-compbio-lab/SkillFoundry --skill frictionless-tabular-validation-starter

Installs into the current project.

Summary

Use this skill to validate a small CSV or TSV table against a simple Frictionless schema and emit a compact machine-readable error summary.

Files · 1

SKILL.md

1	# Frictionless Tabular Validation Starter
2
3	Use this skill to validate a small CSV or TSV table against a simple Frictionless schema and emit a compact machine-readable error summary.
4
5	## What it does
6
7	- loads a tabular input file plus a JSON schema descriptor
8	- runs `frictionless` validation from the repo-managed `data-tools` prefix
9	- reports row counts, field names, and normalized validation errors
10
11	## When to use it
12
13	- you need a verified starter for `data-validation`
14	- you want a deterministic schema-validation smoke fixture for tabular scientific data
15	- you need structured validation output before downstream ingestion or conversion
16
17	## Example
18
19	```bash
20	./slurm/envs/data-tools/bin/python skills/data-acquisition-and-dataset-handling/frictionless-tabular-validation-starter/scripts/run_frictionless_tabular_validation.py \
21	--input skills/data-acquisition-and-dataset-handling/frictionless-tabular-validation-starter/examples/toy_people_valid.csv \
22	--schema skills/data-acquisition-and-dataset-handling/frictionless-tabular-validation-starter/examples/toy_people_schema.json \
23	--out scratch/data-validation/frictionless_summary.json
24	```
25
26	## Verification
27
28	- Skill-local tests: `python3 -m unittest discover -s skills/data-acquisition-and-dataset-handling/frictionless-tabular-validation-starter/tests -p 'test_*.py'`
29	- Expected valid summary: `valid == true`, `row_count == 3`, `error_count == 0`

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