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Data Intake Normalizer

Category: General  ·  Sub-category: general-misc  ·  Last updated:
Global data intake, validation, and normalization layer for ALL skills in the Agency Growth OS. ALWAYS trigger before any science or analytics skill when input arrives as CSV, XLSX, XLS, TSV, or JSON. Detects target skill from file structure, maps client columns to OS schema, coerces types, handles encoding issues, imputes nulls, and produces a validation report (OK / WARN / BLOCK). Also generates standardized input templates (XLSX) for any OS skill on demand. Trigger when user says: "aquí está el archivo", "te paso el CSV", "valida este Excel", "necesito la plantilla para", "el archivo no carga", "dame el template de", or uploads any data file before running a science skill. BLOCK execution of downstream skill if critical columns are missing.

From the source SKILL.md

Pre-requisito global. Corre antes de cualquier science skill cuando el input es un archivo del cliente. Produce data_normalized.csv + validation_report.json. Si el reporte tiene nivel BLOCK → no ejecutar el skill downstream.

What this skill does

Data Intake Normalizer is a community-contributed Claude Code skill in the general-misc sub-category. It ships as a SKILL.md file that Claude Code auto-discovers under ~/.claude/skills/data-intake-normalizer/ and loads when your prompt matches the skill's trigger.

Who uses this skill

The Data Intake Normalizer Claude Code skill is built for Claude Code users and developers across all disciplines looking for general-purpose AI assistance. It's part of ClaudSkills (also referred to as Claude Skills or Claude Code Skills) — the open community-curated registry of 70,000+ SKILL.md files for Anthropic's Claude Code agent and the wider Claude ecosystem (Claude API, Claude Agent SDK).

How to install

Free

Manual install (2 steps)

mkdir -p ~/.claude/skills/data-intake-normalizer
curl -L https://claudskills.com/skills/data-intake-normalizer/SKILL.md \
  -o ~/.claude/skills/data-intake-normalizer/SKILL.md

Or just download SKILL.md directly and drop it into ~/.claude/skills/data-intake-normalizer/. Claude Code auto-discovers it on next session.

Skills live at ~/.claude/skills/data-intake-normalizer/SKILL.md on macOS/Linux, or %USERPROFILE%\.claude\skills\data-intake-normalizer\SKILL.md on Windows. See the full install guide for step-by-step instructions.

Pro

One-click install via the desktop app

The ClaudSkills desktop app installs any skill directly into ~/.claude/skills/ with one click — no terminal required. Pro starts at $9/mo or $149 lifetime.

Pro

For the full experience including quality scoring and one-click install features for each skill — upgrade to Pro.

See pricing → Download desktop app

Cite this skill

If you reference this skill in a blog post, paper, or documentation, you can cite it as:

APA
ClaudSkills. (2026). Data Intake Normalizer [Claude Code skill]. ClaudSkills. https://claudskills.com/skills/data-intake-normalizer/
BibTeX
@misc{data-intake-normalizer-2026,
  author    = {ClaudSkills},
  title     = {Data Intake Normalizer [Claude Code skill]},
  year      = {2026},
  publisher = {ClaudSkills},
  url       = {https://claudskills.com/skills/data-intake-normalizer/}
}

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Part of ClaudSkills — the open registry for Claude Skills & Claude Code Skills.  ·  What's New  ·  Install guide  ·  About  ·  llms.txt

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