redaccion-y-optimizacion-nlp

Writes and optimizes SEO content using NLP semantic analysis and readability validation.

Updated Jun 3, 2026
One-click install
npx skills add https://github.com/Arianna-Lupi/SEO-Skills --skill redaccion-y-optimizacion-nlp-arianna-lupi
Or copy as Structured Prompt for Agent▼
Please help me install this Agent Skill.
Skill: redaccion-y-optimizacion-nlp
Source: https://github.com/Arianna-Lupi/SEO-Skills/tree/main/skills/redaccion-y-optimizacion-nlp
Command: npx skills add https://github.com/Arianna-Lupi/SEO-Skills --skill redaccion-y-optimizacion-nlp-arianna-lupi

SYSTEM DOCUMENTATION & REQUIREMENTS

💡 This Skill includes scripts (resource) and references (resource) components.

What problem does it solve? Turning an approved content brief into a draft that actually ranks requires balancing keyword placement, semantic relevance, readability, and on-page structure — and doing it by eye leads to keyword stuffing, missing entities, and unscannable text. This Skill guides the full writing and optimization workflow and validates the result with a deterministic readability script instead of guesswork. ## Core Features & Use Cases - Brief-to-draft workflow: Converts an approved content brief into an optimized draft following a 9-step method (brand voice, research, AI outline, humanization, scannability, NLP module, Image SEO, rest, review). - NLP semantic optimization: Covers Google's four analysis levels (lexical, syntactic, semantic, pragmatic) and prioritizes entities and TF*IDF terms over keyword repetition. - Deterministic readability script: A Python script measures word count, sentence length, keyword density, keyword placement in the first 100 words, and heading structure, returning JSON flags with concrete corrections. - Use Case: You have a brief for "natural vitamin C serum". The Skill researches People Also Ask and competitors, drafts with your brand voice, integrates entities like "L-ascorbic acid" and "collagen" without repeating the keyword, then the script confirms the keyword appears in the H1 and first 100 words with healthy density. ## Quick Start Ask the AI to write and optimize an article from your approved brief for a target keyword, then run the readability script on the draft to get the correction flags.

Frequently Asked Questions about redaccion-y-optimizacion-nlp

High-intent search queries and answers about installing and using this skill.

FAQPage Schema
How do I optimize an article for SEO without keyword stuffing?▼

Place the main keyword naturally in the H1 and first 100 words, then build semantic relevance with related entities and TF*IDF terms instead of repeating the keyword. The readability script flags density above 2.5% as a stuffing risk.

How do I check keyword density and readability of a Spanish article?▼

Run the bundled readability.py script with --keyword and --file pointing to your Markdown or plain text article. It returns JSON with word count, average sentence length, keyword density percentage, first-100-words placement, heading counts, and correction flags.

Does this SEO writing skill require Python or paid tools?▼

No. The writing workflow runs fully in manual mode with no dependencies. Python 3 is only needed for the optional readability script, and SerpApi or Ahrefs MCP connections are optional enhancements for SERP research and entity extraction.

What is TF*IDF analysis in SEO content writing?▼

TF*IDF identifies semantically related terms that top-ranking competitors cover but your draft misses. The skill recommends DinoRank for this analysis, with Surfer SEO and Neuron Writer as alternatives, and integrates missing terms naturally.

Why does the readability script report long sentences or missing H1?▼

The script flags sentences over 25 words, paragraphs over 150 words, missing or duplicate H1 headings, and absent H2 structure in longer texts. Each flag corresponds to a specific correction in the on-page checklist.