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quality-streak-loop

Runs realistic scenarios and fixes failures until the suite passes N times in a row with no regressions.

  • Loops
  • General
  • 3

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/loops && curl -fsSL https://doutorai.pt/data/lib/loops__quality-streak-loop.md -o .claude/loops/quality-streak-loop.md

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

Content

---
name: quality-streak-loop
description: Runs realistic scenarios and fixes failures until the suite passes N times in a row with no regressions.
category: evaluation
interval: 20m
stop-condition: The scenario suite passes N consecutive times (e.g. 5) with zero failures.
components: [agent:performance-testing/test-automator, hook:testing/test-runner, command:testing/test-quality-analyzer]
tags: [evaluation, reliability, testing, loop]
---

# Quality Streak Loop

> **Loop Engineering** - don't trust a single green run. Require a *streak* of clean passes to prove stability before stopping.

##

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

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