optim-agent

Skill · GitHub · ★ 800 · graded 2026-10-19Source linked

LLM agents as your hyperparameter optimizer.

No outside reports on file

optim-agent is distributed via GitHub (Optim-Agent/optim-agent); review its source code, dependencies, and requested permissions before use.

Based on public adoption and transparency signals as of Oct 19, 2026. Our opinion, not a code audit or security guarantee.

Was this verdict for Optim Agent helpful?

What it can access

Local filesNo local folder access notedLOW
Command executionRuns shell or system commandsREVIEW
Network reachConnects to outside service APINOTED
CredentialsNo API token requiredLOW
Package sourceGitHub (Optim-Agent/optim-agent)PUBLIC

Inferred from this listing’s public package details and description. Check the project’s source before installing.

Install

No npm or PyPI package is listed. Install from source: github.com/Optim-Agent/optim-agent ↗

All setup options ↓

Check this skill Watch it in my stack Compare Add to allowlist README badge View project

About Optim Agent

Optim Agent is an agent skill focused on General: LLM agents as your hyperparameter optimizer.

It is hosted on GitHub at Optim-Agent/optim-agent (800 GitHub stars). Based on its public metadata, it operates with standard local or API scope without broad shell execution flags noted.

Setup

Check these steps against the project’s own instructions before running anything.

No standalone npm or PyPI package is listed for this skill. Clone and inspect the source repository directly:

bash

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

Review the README and source files in https://github.com/Optim-Agent/optim-agent (opens external site) before running any setup commands.

Why this grade

CC — Moderate risk signals

Signal-based grade (3/7 points): well starred on GitHub, public source code. This reflects adoption and transparency, not a code review.

Popularity and upkeep

32/100

GitHub stars: 800
Listing last refreshed: 2026-10-28

These are public popularity signals, not a maintenance check. Look at the repository’s commit history and open issues.

Security reports

No reports found for this package in our research (last checked 2026-10-29).

Check a specific version →

Risks to watch for

Dependency & version pinning: Distributed via GitHub (Optim-Agent/optim-agent). Pin an exact release version or commit SHA rather than floating tags so upstream updates are reviewed first.

How to lower the risk

Least-privilege permissions

Give it access only to the specific folders, accounts or projects it needs, never your whole drive or admin account.
Use a separate, limited API key or login just for this tool so you can switch it off without affecting anything else.

Network isolation

Run it on a work computer or sandbox account, not one holding personal or company-sensitive data.
If your IT team can, limit which websites and services it is allowed to contact.

Monitoring

Check its activity history or logs weekly at first, and look at what it changed or sent.
Turn on alerts for new logins or unusual usage on any account it connects to.

Red flags to watch for

It asks for more access than its job requires, or prompts you to paste passwords.
It suddenly updates with new owners, or starts contacting unfamiliar websites.

Questions

How do I install Optim Agent?

Optim Agent does not publish a standalone npm or PyPI package. Clone or follow the setup instructions in its source repository at github.com/Optim-Agent/optim-agent.

Are there security reports about Optim Agent?

No reports found for this package in our research (last checked 2026-10-29). Optim Agent currently holds Grade C (Moderate risk signals) based on public adoption and transparency signals. Key risk areas to watch include dependency & version pinning:.

Is Optim Agent actively maintained?

Optim Agent has 800 GitHub stars. Our directory data was last refreshed on 2026-10-28. Check recent commit activity, release tags, and open issues at github.com/Optim-Agent/optim-agent before pinning it in production.

What are alternatives to Optim Agent?

Compare Optim Agent side by side with similar skills in the Related tools section on this page, or browse all skills on AgentArmorHQ.

Maintain or use Optim Agent? Show its live grade in your GitHub README, docs site, or run a check from the terminal before you install.

AgentArmorHQ Risk Grade C for Optim Agent

GitHub README Markdown:

markdown

[![AgentArmorHQ Risk Grade for Optim Agent](https://agentarmorhq.com/api/badge/optim-agent-optim-agent)](https://agentarmorhq.com/skills/optim-agent-optim-agent)

HTML embed:

html

<a href="https://agentarmorhq.com/skills/optim-agent-optim-agent"><img src="https://agentarmorhq.com/api/badge/optim-agent-optim-agent" alt="AgentArmorHQ Risk Grade for Optim Agent" height="20" /></a>

Terminal check:

terminal

curl -fsSL https://agentarmorhq.com/api/cli | node --input-type=module - check "optim-agent-optim-agent"

Share with your security lead

Need sign-off to use optim-agent? Copy this note for Slack, a ticket or a pull request.

### AgentArmorHQ Security Review Memo: optim-agent
- **Listing URL:** https://agentarmorhq.com/skills/optim-agent-optim-agent
- **Type:** AI agent skill
- **Risk Grade:** Grade C (Moderate risk signals)
- **Outside Security Advisories on File:** 0
- **Public Adoption:** 800 GitHub stars

#### Permission & Blast-Radius Signals
- **Local files:** No local folder access noted
- **Command execution:** Runs shell or system commands
- **Network reach:** Connects to outside service API
- **Credentials:** No API token required
- **Package source:** GitHub (Optim-Agent/optim-agent)

#### Recommended Hardened Setup
- **Source Repo:** https://github.com/Optim-Agent/optim-agent
- **Controls:** Pin an exact version in `.mcp.json`, scope access to a single workspace folder, and use a least-privilege read-only token where supported.

_Based on public adoption and transparency signals as of Oct 19, 2026. Our opinion, not a code audit or security guarantee._

Key facts

Type: AI agent skill
Publisher: Optim-Agent
Source code: github.com/Optim-Agent/optim-agent
Est. context load: ~50 tokens idle · ~450 tokens when active (on-demand skill)
Popularity: 800 GitHub stars
Last updated: 2026-10-28
Last graded: 2026-10-19

Community

Discussions for Optim Agent

Ask questions or share configuration tips. Governed by our Community Rules & Terms.

No posts match this filter yet.

Be the first to ask a question or share a working tip.

Was this listing for Optim Agent helpful?

Check before you install, in Claude

Your assistant answers Block, Review or No known issues for any package before it installs it.

Get this check inside Claude