Optim Agent

Optim Agent is an AI Engineering skill for Claude Code, published by Optim-Agent in optim-agent.

934 stars42 forkson Optim-Agent/optim-agentAdded 2026/08/22Repository updated 2026/08/14

agent-skillsai-agentsautomlclaude-codecodex-clideveloper-toolshyperparameter-optimizationmachine-learningoptimizationskill

Install in seconds

Install Optim Agent

Copy Optim Agent into your Claude Code skills folder. Run the command in your terminal, or review the source on GitHub before installing.

terminal

npx degit https://github.com/Optim-Agent/optim-agent ~/.claude/skills/optim-agent

Requires Node.js. Downloads this skill only — not the rest of the repository — into your Claude Code skills folder.

Without Node.js

git clone https://github.com/Optim-Agent/optim-agent.git

Clones the whole repository, then copy the skill’s own directory into your skills folder yourself.

In this catalog

Source file: SKILL.md in Optim-Agent/optim-agent
Installs to: ~/.claude/skills/optim-agent
Collection: One of 3 skills cataloged from this repository
Category: AI Engineering — 2451 skills

What Optim Agent does

Optim Agent helps coding agents tune configurable system parameters against a measured scalar objective. Use it when reading the project can improve trial selection for training, inference, research, or other expensive black-box evaluations.

Optim Agent is cataloged under AI Engineering on DirSkills. Optim Agent comes from a repository tagged agent-skills, ai-agents, automl, claude-code and codex-cli.

Documentation

README

Excerpt

optim-agent

Act as the sampler inside any coding-agent session: Claude Code, Codex, OpenCode/OpenClaw, or another agent that can read project files and run shell commands. Read the project to understand parameter meaning and interactions, propose one configuration, run the real evaluator, and record the result through optim-agent's ask/tell API. Let the measured objective, not the agent's intuition, decide what works.

Load the workflow

Use this file as the operating guide for the active coding agent. In Codex, it can be installed directly from GitHub:

$skill-installer install https://github.com/Optim-Agent/optim-agent

This is the opening of the README. Read the full README on GitHub.

Frequently asked about Optim Agent

What else does Optim-Agent publish alongside Optim Agent?
Optim Agent is one of 3 skills that DirSkills catalogs from Optim-Agent/optim-agent, the repository it ships in. Its siblings there include Optim Agent and Optim Agent. Each one is a separate skill with its own page in this directory, installs the same way Optim Agent does, and is maintained by Optim-Agent in that same repository. The rest of the collection is listed on the Optim-Agent/optim-agent page.
How does Optim Agent compare to other AI Engineering skills?
Optim Agent ranks #1461 by stars among the 2451 AI Engineering skills in this catalog. The most-starred ones next to it are Architecture Decision Records, AI-First Engineering and Agentic OS. DirSkills ranks by the star count of the repository each skill ships in, so that order reflects how popular those repositories are rather than any review of Optim Agent against them. Open each page to compare what they document and how they install.