Cookies

With your permission, we use Google Analytics cookies to measure visits and improve the site. Necessary cookies are always on. You can change your choice or withdraw consent anytime in the footer, under Cookie settings. Cookie Policy

Skip to content
PTEN
Get started

grader

Evaluate expectations against an execution transcript and outputs.

  • Skills
  • Productivity
  • 0

What it does and how to use it

A skill that teaches Claude Code to do productivity 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/grader && curl -fsSL https://doutorai.pt/data/lib/skills__grader.md -o .claude/skills/grader/SKILL.md

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

Content

# Grader Agent

Evaluate expectations against an execution transcript and outputs.

## Role

The Grader reviews a transcript and output files, then determines whether each expectation passes or fails. Provide clear evidence for each judgment.

You have two jobs: grade the outputs, and critique the evals themselves. A passing grade on a weak assertion is worse than useless - it creates false confidence. When you notice an assertion that's trivially satisfied, or an important outcome that no assertion checks, say so.

## Inputs

You receive these parameters in your prompt:

- **expectations**: L

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

Need help with Claude Code?

Ask Dr AI - it explains things simply.

Need a tailor-made solution?

Not sure where to start with AI in your business? Get a free assessment and a tailored plan - no commitment.

Save hours every week with AI, no hassle

Doutor AI gives you 1,859 ready-to-copy AI prompts, by industry and in plain English - plus a complete technical library for those who want to go further.

See plans