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vc-autoresearch

Automate iterative gap detection and fixing in software specifications, tests, and UX.

1|Updated Jun 27, 2026
Search Tags:#quality assurance#software quality#iterative improvement#gap detection#parallel fixing
One-click install
npx skills add https://github.com/lovecrushfamily/Manga2Anime --skill vc-autoresearch-lovecrushfamily
Or copy as Structured Prompt for Agent▼
Please help me install this Agent Skill.
Skill: vc-autoresearch
Source: https://github.com/lovecrushfamily/Manga2Anime/tree/main/.claude/skills/vc-autoresearch
Command: npx skills add https://github.com/lovecrushfamily/Manga2Anime --skill vc-autoresearch-lovecrushfamily

SYSTEM DOCUMENTATION & REQUIREMENTS

💡 This Skill requires vc-validate-agent, vc-tester, vc-plan-agent, vc-execute-agent, and includes scripts (resource) and references (resource) components.

What problem does it solve?

This Skill automates the iterative process of finding and fixing gaps in software specifications, tests, and UX, ensuring a high-quality end product.

Core Features & Use Cases

  • Automated Gap Detection: Identifies inconsistencies, missing cases, and undefined behaviors in software specifications, tests, and UX.
  • Parallel Fixing: Concurrently applies fixes to identified gaps by multiple agents.
  • Safety Checks: Ensures that fixes do not introduce new issues through guard commands.
  • Use Case: Use this Skill to harden a software specification by automatically detecting and fixing gaps, improving test coverage, and ensuring quality before release.

Quick Start

Run the vc-autoresearch skill to automatically improve your software specifications.

Frequently Asked Questions about vc-autoresearch

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

FAQPage Schema
How do I automate finding and fixing gaps in software specifications?▼

Automated gap detection in software specifications requires an iterative improvement loop that identifies missing cases and applies fixes concurrently. This process uses plan-validate-fix and execute-validate-fix loops to ensure quality.

What is an iterative improvement loop for software quality assurance?▼

An iterative improvement loop for software quality assurance is an automated process that continuously finds and fixes inconsistencies in specifications, tests, and UX using parallel fixing and safety checks to prevent new issues.

Do I need specific subagent skills to run automated software quality checks?▼

Yes, running automated software quality checks requires subagent skills for validation, testing, planning, and execution. These dependencies enable the system to perform concurrent fixes and verify safety through guard commands.

How does parallel fixing work when hardening software specifications?▼

Parallel fixing during specification hardening works by deploying multiple agents to concurrently apply fixes to identified gaps. Guard commands then execute safety checks to ensure these parallel fixes do not introduce new issues.

Can I use this approach to improve test coverage and UX before release?▼

Yes, you can use this iterative improvement approach to improve test coverage and UX before release by automatically detecting undefined behaviors and inconsistencies. It hardens specifications through continuous validation and fixing loops.

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