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do-and-judge

Execute a task with sub-agent implementation and LLM-as-a-judge verification with automatic retry loop

  • Skills
  • General
  • 1

What it does and how to use it

A skill that teaches Claude Code to do general 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/neolab-context-engineering-kit__do-and-judge && curl -fsSL https://doutorai.pt/data/lib/skills__neolab-context-engineering-kit__do-and-judge.md -o .claude/skills/neolab-context-engineering-kit__do-and-judge/SKILL.md

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

Content

---
name: do-and-judge
description: Execute a task with sub-agent implementation and LLM-as-a-judge verification with automatic retry loop
argument-hint: Task description [--model haiku|sonnet|opus] [--strict] (e.g., "Refactor the UserService class to use dependency injection")
---

# do-and-judge

## Task
Execute a single task by dispatching an implementation sub-agent, verifying with an independent judge, and iterating with feedback until passing or max retries exceeded.

## Arguments

| Argument | Format | Default | Description |
|----------|--------|---------|-------------|
| `task` | Free

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