Agent-Loop-Skills

by gaasher · Codex Skill · ★ 114

About Agent-Loop-Skills

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-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. A real run. The tournament-autoresearch loop on a CIFAR-10 model under a fixed 5-epoch budget — competing agents propose a change each step, a self-calibrating judge keeps the winners (green) and discards the regre

agent-skillsagentic-loopsagentic-workflowsai-agentsanthropicautoresearchclaudeclaude-codedata-analysisliterature-review

Quick Facts

Stars114
Forks13
LanguagePython
CategoryCodex Skill
LicenseMIT
Quality Score66.5430383989818/100
Open Issues1
Last Updated2026-06-30
Created2026-06-15
Platformsclaude-code, codex, python
Est. Tokens~18k

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Frequently Asked Questions

What is Agent-Loop-Skills?

Agent-Loop-Skills is 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. It is categorized as a Codex Skill with 114 GitHub stars.

What programming language is Agent-Loop-Skills written in?

Agent-Loop-Skills is primarily written in Python. It covers topics such as agent-skills, agentic-loops, agentic-workflows.

How do I install or use Agent-Loop-Skills?

You can find installation instructions and usage details in the Agent-Loop-Skills GitHub repository at github.com/gaasher/Agent-Loop-Skills. The project has 114 stars and 13 forks, indicating an active community.

What license does Agent-Loop-Skills use?

Agent-Loop-Skills is released under the MIT license, making it free to use and modify according to the license terms.

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