home/categories/database-tools/sandermuller-laravel-fluent-validation-ai-skills-autoresearch-skill-md
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autoresearch
Autonomous performance optimization loop. Iteratively reduces query count and execution time by modifying code, benchmarking, and keeping/reverting changes. Activates when: optimizing performance, reducing overhead, improving execution time, benchmarking, or when user mentions: autoresearch, optimize, performance, benchmark.
maintainer
SanderMuller
Updated 4/3/2026
Stars
29
Forks
1
quick start
Installation and usage
Autonomous performance optimization loop. Iteratively reduces query count and execution time by modifying code, benchmarking, and keeping/reverting changes. Activates when: optimizing performance, reducing overhead, improving execution time, benchmarking, or when user mentions: autoresearch, optimize, performance, benchmark.
Installation
$ install --globalskills.sh
Usage
Once installed, you can use this skill by running the following command in your terminal:
skills use autoresearch