{"repo":"Optim-Agent/optim-agent","free":true,"listed":false,"github":"https://github.com/Optim-Agent/optim-agent","clone":"git clone https://github.com/Optim-Agent/optim-agent.git","description":"LLM agents as your hyperparameter optimizer.","language":"Python","stars":932,"topics":["agent-skills","claude-code","codex-cli","hyperparameter-optimization","machine-learning","skill","ai-agents","automl","developer-tools","optimization"],"license":"MIT","category":"ai-agents","readme_excerpt":"optim-agent Agentic system optimization with coding agents. Automate the iterative parameter-tuning work of an algorithm engineer. English 简体中文 日本語 한국어 Français Deutsch Español Português Русский optim-agent lets Claude Code / Codex / OpenCode tune real system parameters by reading your code, proposing trials, and recording measured objective results. Use it when your system exposes configurable parameters and a measurable objective. It combines what each parameter means with what the trial history shows , then proposes the next configuration to evaluate. Objective evaluations remain authoritative: optim-agent proposes values, validates them against the declared space, records outcomes, and falls back to safe sampling when an agent reply is invalid. Models Systems Research --- --- --- Training, architecture, and RL experiments Inference, latency, cost, control, and decision rules Quant signals, simulations, and scientific workflows Why optim-agent - Semantic proposals - coding agents reason over parameter meanings, study context, and observed outcomes instead of treating every dimension as an anonymous coordinate. - Small-budget leverage - useful when evaluations are expensive and classical surrogates are still data-starved. - Agent CLI upside - proposal quality can improve as the underlying coding agents improve, such as moving from GPT-5.5 to GPT-5.6, without changing your optimization code. - Auditable decisions - JSON/SQLite studies retain configurations, outcomes, states,","default_branch":null,"files":null,"tree":[],"storefront":"/r/Optim-Agent","claimed":false,"request_supported":{"post":"https://gitbuyer.com/r/Optim-Agent/optim-agent/request-supported","requests":0},"note":"indexed from public GitHub; nothing is for sale on this page. Clone it from GitHub. Paid listings live at /search."}