gaasher/Agent-Loop-Skills

126 stars · Last commit 2026-06-30

Loop until it's better — drop-in agentic loops (autoresearch, scientific writing, data analysis, code/SQL/prompt optimization, red-teaming) as open-standard Agent Skills. Verification-gated; native on Claude Code, portable across Codex, Cursor & other Skills hosts.

README preview

<div align="center">

# agent-loop-skills

### Loop until it's better — drop-in agentic **loops**, packaged as open-standard **Agent Skills**.

Autoresearch · scientific writing · data analysis · code/SQL/prompt optimization · red/blue/purple-teaming —
each a *generic, reusable loop* you bind to **your own task at invocation time**, that iterates
against a **real signal** until the work is actually better.

[![Agent Skills: open standard](https://img.shields.io/badge/Agent%20Skills-open%20standard-5b50e5)](https://agentskills.io/specification)
[![Works in Claude Code](https://img.shields.io/badge/Claude%20Code-verified-2f7d4f)](#compatibility)
![status: experimental](https://img.shields.io/badge/status-experimental-orange)
[![PRs welcome](https://img.shields.io/badge/PRs-welcome-brightgreen)](CONTRIBUTING.md)
[![License: MIT](https://img.shields.io/github/license/gaasher/agent-loop-skills)](LICENSE)
[![Stars](https://img.shields.io/github/stars/gaasher/agent-loop-skills?style=social)](https://github.com/gaasher/agent-loop-skills)

<br/>

<!-- above-the-fold demo: a real run, not a mockup -->

View full repository on GitHub →