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annotation-validation

This document covers data curation, validation, schema management, and annotation best practices in LaminDB.

  • Skills
  • Scientific
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What it does and how to use it

A skill that teaches Claude Code to do scientific tasks well. It is packaged knowledge the model uses whenever it is relevant.

  1. Install the skill (command above).
  2. In Claude Code, describe what you need - the skill turns on by itself when the context fits.
  3. No commands to memorize: you talk in plain language and the skill does the rest.

Install (Claude Code)

mkdir -p .claude/skills/annotation-validation && curl -fsSL https://doutorai.pt/data/lib/skills__annotation-validation.md -o .claude/skills/annotation-validation/SKILL.md

Paste this command into the terminal, in your project folder, and the component installs automatically.

Content

# LaminDB Annotation & Validation

This document covers data curation, validation, schema management, and annotation best practices in LaminDB.

## Overview

LaminDB's curation process ensures datasets are both validated and queryable through three essential steps:

1. **Validation**: Confirming datasets match desired schemas
2. **Standardization**: Fixing inconsistencies like typos and mapping synonyms
3. **Annotation**: Linking datasets to metadata entities for queryability

## Schema Design

Schemas define expected data structure, types, and validation rules. LaminDB supports three main sch

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