optim-agent
Use when the user wants to optimize configurable system parameters against a measurable scalar objective, especially for model training, inference, quantitative strategies, reinforcement learning, scientific workflows, or other expensive black-box evaluations where reading the project can improve trial selection.
Why this score
This repo hosts 3 skills, so its 800 stars are split between them (about 267 each) for scoring.
Popularity score: 63/100 from public GitHub signals only. It shows how widely used and maintained this is, not how well it works. Not included yet: the fake-star check. The security scan is shown separately and doesn't change the score. How we rank
Security
Scanned Oct 20, 2026 at commit 39e5f94b5e19, with Cisco's open-source skill-scanner.
What its code does:
- Makes network requestsSKILL.md
- Reads environment variables, where API keys usually liveoptim_agent/agent.py:45
- Uses dependencies without a pinned version A later version of a dependency could change what runs.pyproject.toml:37 and 15 more
A scan lists patterns in the code. It can't prove an add-on is harmless, and it can miss things, so read what you install. How we scan
Alternatives
Nothing from another maker does quite the same job yet.