autoresearch

Automate a stateful research loop with validator-gated persistence.

Updated Jul 2, 2026

Search Tags:#script validation #research automation #autoresearch #stateful workflow #validator-gated

Ready to run

npx skills add https://github.com/JaCha00/nais2-integration-complete --skill autoresearch-jacha00

💬 Prompt for ChatGPT / Claude Chat▼

Please help me install this Agent Skill.
Skill: autoresearch
Source: https://github.com/JaCha00/nais2-integration-complete/tree/main/.codex/skills/autoresearch
Command: npx skills add https://github.com/JaCha00/nais2-integration-complete --skill autoresearch-jacha00

SYSTEM DOCUMENTATION & REQUIREMENTS

💡 This Skill includes scripts (resource) components.

What problem does it solve?

This Skill automates the process of a stateful validator-gated research loop, replacing the deprecated omx autoresearch command.

Core Features & Use Cases

Persistent Research Loop: Maintains a research loop that continues until explicit validation evidence is present.
Validator-Gated: Ensures research outputs are validated before acceptance.
Validation Modes: Supports both script validation and prompt+architect validation.
Use Case: Ideal for users who need to automate research processes that require validation before finalization.

Quick Start

Execute the autoresearch command with the desired validation mode to initiate the research loop.

Frequently Asked Questions about autoresearch

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

FAQPage Schema

How do I automate a research loop with script execution validation?▼

Automating a research loop with script validation requires a stateful workflow that persists research outputs until explicit validation evidence is present. This Skill runs that stateful loop, using script execution as the gate to ensure only validated outputs are accepted.

What is a validator-gated research workflow?▼

A validator-gated research workflow is an automated stateful loop that continues generating artifacts until specific validation criteria are met. It prevents finalization of research outputs unless they pass configured validation modes like script execution or architectural review.

How do I configure validation modes for automated research tasks?▼

Configuring validation modes for research tasks involves specifying either script validation or prompt and architect validation when initiating the loop. You must define the validation mode and artifact generation settings before execution to ensure outputs meet your specific criteria.

When do I need stateful persistence for research automation?▼

Stateful persistence for research automation is needed when outputs must pass explicit validation criteria before acceptance. It maintains the research loop state continuously, ensuring artifacts are only finalized after successful script execution or architectural review.

Can I use prompt and architect validation instead of scripts for research gating?▼

Yes, you can use prompt and architect validation instead of scripts for research gating. The automation supports multiple validation modes, allowing you to configure the loop to gate persistence based on architectural review rather than script execution.