---
title: "Run autonomous improve verify keep-or-revert loops across coding tasks with autoresearch"
description: "Turn Claude Code, OpenCode, or Codex into a metric-driven loop that makes one change at a time, verifies it mechanically, and keeps or reverts automatically."
verification: "listed"
source: "https://github.com/uditgoenka/autoresearch"
author: "uditgoenka"
publisher_type: "individual"
category:
  - "Templates & Workflows"
framework:
  - "Multi-Framework"
tool_ecosystem:
  github_repo: "uditgoenka/autoresearch"
  github_stars: 3820
---

# Run autonomous improve verify keep-or-revert loops across coding tasks with autoresearch

Turn Claude Code, OpenCode, or Codex into a metric-driven loop that makes one change at a time, verifies it mechanically, and keeps or reverts automatically.

## Prerequisites

Git repository, one supported agent environment such as Claude Code, OpenCode, or OpenAI Codex, mechanical verification command or metric

## Installation

Choose whichever fits your setup:

1. Copy this skill folder into your local skills directory.
2. Clone the repo and symlink or copy the skill into your agent workspace.
3. Add the repo as a git submodule if you manage shared skills centrally.
4. Install it through your internal provisioning or packaging workflow.
5. Download the folder directly from GitHub and place it in your skills collection.

Install command or upstream instructions:

```
Install the skill using the upstream instructions for your target environment, define a goal, scope, and mechanical verification metric, then invoke the autoresearch loop or one of its documented sub-workflows such as plan, debug, fix, security, or ship.
```

## Documentation

- https://github.com/uditgoenka/autoresearch#readme

## Source

- [Agent Skill Exchange](https://agentskillexchange.com/skills/run-autonomous-improve-verify-keep-or-revert-loops-across-coding-tasks-with-autoresearch/)