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vc-autoresearch

Automate iterative research loops to identify gaps, generate reports, and apply fixes.

Updated Jun 20, 2026
Search Tags:#test automation#software quality#iterative improvement#UX enhancement#specification quality
One-click install
npx skills add https://github.com/tutran27/trust-room-AI --skill vc-autoresearch-tutran27
Or copy as Structured Prompt for Agent▼
Please help me install this Agent Skill.
Skill: vc-autoresearch
Source: https://github.com/tutran27/trust-room-AI/tree/main/.agents/skills/vc-autoresearch
Command: npx skills add https://github.com/tutran27/trust-room-AI --skill vc-autoresearch-tutran27

SYSTEM DOCUMENTATION & REQUIREMENTS

💡 This Skill includes scripts (resource) and references (resource) components.

What problem does it solve?

This Skill automates the iterative process of finding gaps, fixing issues, and improving quality in specifications, tests, and UX, reducing manual effort and increasing efficiency.

Core Features & Use Cases

  • Iterative Improvement: Automatically identify gaps, generate reports, and apply fixes in a loop until no gaps are found or a metric goal is hit.
  • Loop primitives: Used in PVL (plan-validate-fix) and EVL (execute-validate-fix) loops for spec, doc, and UX hardening.
  • Use Case: For a software development team, this Skill can be used to iteratively improve the test coverage of a new feature by automatically identifying missing test cases, generating reports, and applying fixes.

Quick Start

Run the 'vc-autoresearch' skill with the domain 'tests' and corpus of test files to automatically improve test coverage.

Frequently Asked Questions about vc-autoresearch

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

FAQPage Schema
How do I automate iterative test coverage improvement for new software features?▼

Iterative spec hardening works by running plan-validate-fix loops that automatically identify specification gaps, generate reports, and apply fixes until no gaps are found or metric goals are hit.

Can I automatically identify gaps in software specifications and apply fixes?▼

Yes, you can automatically identify specification gaps and apply fixes using an iterative research skill that loops through gap detection, report generation, and fix application until quality metrics are satisfied.

Does iterative UX enhancement require parallel research agents and guard commands?▼

Yes, iterative UX enhancement requires parallel research and fix agents to process improvements, plus a guard command to prevent regressions during the automated fix application loop.

What's the best way to prevent regressions when automatically applying software test fixes?▼

The best way to prevent regressions during automated test fixes is to use a guard command alongside parallel research and fix agents within an execute-validate-fix loop to validate changes.

When do I need plan-validate-fix loops for software specification and test hardening?▼

You need plan-validate-fix loops when iteratively hardening software specifications, tests, and UX, allowing automated agents to find gaps, validate improvements, and apply fixes until targets are reached.

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