Vera AI NLP Testing

Quality score: 70/100 · Category: Engineering · Sub-category: testing

lang:pythontype:debug

Runs class balance diagnostics and baseline text classification for NLP tasks. Produces class distribution tables, text length statistics, vocabulary analysis, TF-IDF feature inspection, a baseline Logistic Regression classifier with weighted F1 and macro AUC (bootstrapped 95% CIs), confusion matrix, and ROC curves. Ends with a recommendation block listing additional models and analyses available in the analysis workflow. Outputs Python scripts with 2 publication-quality plots. Triggered when user has text data and says "text classification," "NLP," "sentiment analysis," "AI detection," "language model detection," "document classification," "spam detection," "text mining," "topic classification," or describes a task involving classifying text into categories. Does not handle structured/tabular-only data or image data.

What this skill does

Vera AI NLP Testing is a production-ready Claude Code skill (quality score 70/100) in the testing sub-category. It ships as a SKILL.md file that Claude Code auto-discovers under ~/.claude/skills/vera-ai-nlp-testing/ and loads when your prompt matches the skill's trigger.

Who uses this skill

The Vera AI NLP Testing skill is built for software engineers, backend developers, full-stack teams, and technical leads building and maintaining production systems. It is part of the open ClaudSkills registry, a community-curated catalog of 15,000+ capabilities you can install for Claude Code — the Claude CLI agent.

How to install

Free

Manual install (2 steps)

mkdir -p ~/.claude/skills/vera-ai-nlp-testing
curl -L https://claudskills.com/skills/vera-ai-nlp-testing/SKILL.md \
  -o ~/.claude/skills/vera-ai-nlp-testing/SKILL.md

Or just download SKILL.md directly and drop it into ~/.claude/skills/vera-ai-nlp-testing/. Claude Code auto-discovers it on next session.

Skills live at ~/.claude/skills/vera-ai-nlp-testing/SKILL.md on macOS/Linux, or %USERPROFILE%\.claude\skills\vera-ai-nlp-testing\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.

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

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