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AI_CURATION

Guide to using AI visual analysis for unit curation, inspired by SpikeAgent's approach.

  • Skills
  • Scientific
  • 3

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/ai-curation && curl -fsSL https://doutorai.pt/data/lib/skills__ai-curation.md -o .claude/skills/ai-curation/SKILL.md

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

Content

# AI-Assisted Curation Reference

Guide to using AI visual analysis for unit curation, inspired by SpikeAgent's approach.

## Overview

AI-assisted curation uses vision-language models to analyze spike sorting visualizations,
providing expert-level quality assessments similar to human curators.

### Workflow

```
Traditional:  Metrics → Threshold → Labels
AI-Enhanced:  Metrics → AI Visual Analysis → Confidence Score → Labels
```

## Claude Code Integration

When using this skill within Claude Code, Claude can directly analyze waveform plots without requiring API setup. Simply:

1. Generate a u

- 🔒 Full content on the Pro plan (€7.99/month) -

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