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.
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.
Installation
Method 1, Agent Skill Exchange
- Install from the marketplace listing: https://agentskillexchange.com/skills/run-autonomous-improve-verify-keep-or-revert-loops-across-coding-tasks-with-autoresearch/
Method 2, Git clone
git clone https://github.com/agentskillexchange/skills.git && cd skills/skills/run-autonomous-improve-verify-keep-or-revert-loops-across-coding-tasks-with-autoresearch
Method 3, Download ZIP
- Download the repository ZIP and extract
skills/run-autonomous-improve-verify-keep-or-revert-loops-across-coding-tasks-with-autoresearch.
Method 4, Manual copy
- Copy this skill folder into your local skills directory, then reload your agent tooling.
Method 5, Fork and sync
- Fork the repository if you want to maintain local edits while syncing upstream changes.