autoresearch

Validate research deliverables through persistent stateful script or prompt workflows.

Updated May 27, 2026

Search Tags:#script validation #research automation #validation loop #stateful process #native-hooks

Ready to run

npx skills add https://github.com/BuiDomm/buinhanporfolio --skill autoresearch-buidomm

💬 Prompt for ChatGPT / Claude Chat▼

Please help me install this Agent Skill.
Skill: autoresearch
Source: https://github.com/BuiDomm/buinhanporfolio/tree/main/.codex/skills/autoresearch
Command: npx skills add https://github.com/BuiDomm/buinhanporfolio --skill autoresearch-buidomm

SYSTEM DOCUMENTATION & REQUIREMENTS

💡 This Skill includes scripts (resource) components.

What problem does it solve?

Automates a research process that validates deliverables, replacing the deprecated 'omx autoresearch' command with persistent state management and script or prompt-based validation.

Core Features & Use Cases

Stateful Research Loop: Maintains research progress and validates deliverables through persistent state.
Native-Hook Persistence: Integrates with the native system for robustness.
Script Validation or Prompt-Based: Supports script execution or user-provided prompts for validation.
Use Case: Ideal for ensuring a research deliverable meets strict validation criteria, especially for complex analysis or reports.

Quick Start

Initiate an autoresearch session with validation mode: $deep-interview --autoresearch.

Frequently Asked Questions about autoresearch

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

FAQPage Schema

How do I automate research validation for complex analysis deliverables?▼

Automate research validation by running a stateful loop that checks deliverables against strict criteria. This process uses persistent native-hooks to maintain progress and supports script execution or prompt-based architecture validation.

What is a stateful validation loop in research automation?▼

A stateful validation loop is a persistent process that tracks research progress across multiple checks. It integrates with native system hooks to maintain state and validate deliverables continuously until evidence-driven criteria are met.

Can I use prompt-based validation instead of scripts for research deliverables?▼

Yes, you can use prompt-based architecture validation instead of scripts. The system handles both execution methods, allowing you to provide user-provided prompts to validate research deliverables.

How do I start an automated research validation session?▼

Start an automated research validation session by initiating the validation mode command. This launches the stateful process with persistent native-hooks to handle script or prompt-based validation for your deliverables.

Does research automation work for evidence-driven validation scenarios?▼

Yes, research automation is applicable in scenarios requiring evidence-driven validation. It maintains persistent state through native-hooks to ensure complex analysis and reports meet strict validation criteria.

When should I use a persistent native-hook process for script validation?▼

Use a persistent native-hook process for script validation when your research workflow requires maintaining state across multiple validation checks. This ensures robustness and continuous progress tracking for complex deliverables.