optim-agent: LLM agents as your hyperparameter optimizer

by Optim-Agent · Codex Skill · ★ 799

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How to install optim-agent

claude plugin install optim-agent@optim-agent

Taken from the project's README on GitHub. Check the security audit before running it.

Security audit verdict: SAFE · quality 67/100

None of the 42 rules matched — no credential harvesting, no data exfiltration, no curl-pipe-shell installer. Scanned against 42 published rules built on the SlowMist agent-security taxonomy, refreshed every 8 hours. Full audit →

The quality score combines nine heuristic checks of the repo and its README: completeness, clarity, specificity, examples, structure, agent readiness, step-by-step content, instruction quality and security notes. It rates how well the project explains itself to an agent, not the code.

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

Quick Facts

Stars799
Forks42
LanguagePython
CategoryCodex Skill
LicenseMIT
Quality Score67/100
Open Issues1
Last Updated2026-08-14
Created2026-07-07
Platformsclaude-code, cli, codex, python
Est. Tokens~18k

About optim-agent

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 Documentation optim-agent uses Claude Code, Codex, or OpenCode to

Compatible Skills

These tools work well together with optim-agent for enhanced workflows:

  • llm-rl-environments-lil-course — semantic(0.36)+complementary+rare_topics+same_lang+similar_pop+shared_platform (67%)
  • ToolBrain — semantic(0.34)+complementary+rare_topics+same_lang+similar_pop+shared_platform (67%)

optim-agent alternative? Top 6 similar tools

Looking for a optim-agent alternative? If you're comparing optim-agent with other codex skill tools, these 6 projects are the closest alternatives on Agent Skills Hub — ranked by topic overlap, star count, and community traction.

  • ai-devkit by codeaholicguy · ⭐ 1.7k

    The control plane for AI coding agents.

  • ResearcherSkill by krzysztofdudek · ⭐ 268

    Asks what to optimise and how to measure it, then runs experiments on its own branch.

  • parallel-code by johannesjo · ⭐ 1.1k

    Run Claude Code, Codex, and Gemini side by side — each in its own git worktree

  • ai-maestro by 23blocks-OS · ⭐ 845

    AI Agent Orchestrator with Skills System - Give AI Agents superpowers: memory search, code graph queries, agen

  • grace-marketplace by osovv · ⭐ 246

    GRACE (Graph-RAG Anchored Code Engineering): open Agent Skills for contract-driven AI code generation with sem

  • claudepro-directory by JSONbored · ⭐ 217

    HeyClaude (formerly Claude Pro Directory) is a searchable collection of pre-built AI skills, agents, MCP serve

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How this security grade is produced

Grades come from a rule-based scan built on the SlowMist agent-security taxonomy: 42 published rules, covering credential harvesting, data exfiltration, curl | sh installers and more. It is a first-layer scan, not a manual audit — we say so rather than overstate it.

The scale of the problem is documented independently: Liu et al. (2026), in a study of 31,132 agent skills, report that 26.1% contain security vulnerabilities. Our own full-catalog census is published as a citable open dataset.

Sources & who's responsible:

View on GitHub → Browse Codex Skill tools