autoresearch
by github
· Github
Autonomous iterative experimentation loop for any programming task. Guides the user through defining goals, measurable metrics, and scope constraints, then runs an autonomous loop of code changes, testing, measuring, and keeping/discarding results. Inspired by Karpathy's autoresearch. USE FOR: autonomous improvement, iterative optimization, experiment loop, auto research, performance tuning, automated experimentation, hill climbing, try things automatically, optimize code, run experiments, autonomous coding loop. DO NOT USE FOR: one-shot tasks, simple bug fixes, code review, or tasks without a measurable metric.
Add autoresearch to your agent in AIniverse
Discover more reusable skills, save them to your stack, get notified when new ones land.
Open in App · skills.shMore agent skills
find-skills
Helps users discover and install agent skills when they ask questions like "how do I do X", "find a skill for X", "is...
gstack-autoplan
Fully reviewed plan running CEO → design → eng review automatically.
android-agp-9-upgrade
Upgrades, or migrates, an Android project to use Android Gradle Plugin (AGP) version 9. Do not use this skill for mig...
gstack-benchmark
Baseline page load times, Core Web Vitals, and resource sizes.