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pua-loop

Automate iterative tasks with Oracle verification until verified completion.

Updated Jun 18, 2026
Search Tags:#automation#task management#software development#verification#iteration
One-click install
npx skills add https://github.com/liujiayi3703/scientific-research-skills --skill pua-loop-liujiayi3703
Or copy as Structured Prompt for Agent▼
Please help me install this Agent Skill.
Skill: pua-loop
Source: https://github.com/liujiayi3703/scientific-research-skills/tree/main/library/skills/pua-loop
Command: npx skills add https://github.com/liujiayi3703/scientific-research-skills --skill pua-loop-liujiayi3703

SYSTEM DOCUMENTATION & REQUIREMENTS

💡 This Skill requires verify_command, and includes scripts (resource) components.

What problem does it solve?

This Skill automates iterative processes with Oracle verification, ensuring tasks are done right and continuously improving with each iteration until verified completion.

Core Features & Use Cases

  • Iterative Looping: Automates and verifies iterative tasks like experiments, builds, and tests.
  • Oracle Verification: Ensures task completion is verified by external commands or scripts.
  • Use Case: Ideal for automating complex tasks that require many iterations and verification, such as software development where each iteration needs to pass specific tests.

Quick Start

Start the PUA Loop with the command '/pua:pua-loop "Your task description" --verify "Your verification command"'

Frequently Asked Questions about pua-loop

High-intent search queries and answers about installing and using this skill.

FAQPage Schema
How do I automate iterative software builds with continuous verification?▼

Oracle verification is an external validation mechanism where custom commands or scripts verify task completion after each iteration, ensuring the automated loop meets specified testing criteria before proceeding.

Can I use custom scripts to verify task completion in an automated loop?▼

Yes, you can use custom scripts for verification by passing your specific validation command to the loop. This allows the system to check your external scripts and confirm task accuracy during each iterative cycle.

What is the best way to manage complex administrative workflows that require rigorous testing?▼

The best way to manage complex administrative workflows requiring rigorous testing is using an iterative automation loop with built-in Oracle verification. This approach guarantees each workflow iteration passes specific verification checks before completion.

Do I need external tools to handle loop management for software development tasks?▼

Yes, you need external tools or custom commands for loop management and verification. The system requires a specified verification command to validate iterative software development tasks and ensure each cycle meets testing standards.

Why does my automated task loop fail to verify completion correctly?▼

Automated task loops fail verification when the provided external verification command is incorrectly configured or returns errors. Ensure your custom validation script accurately checks the task output before the loop can successfully complete.

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