Compare two AI tools side by side
Put any two skills or MCP servers next to each other: risk grade, what each can access, how popular it is, and how to install it.
| What | optim-agent | prompt-optimizer-skill |
|---|---|---|
| Risk grade | CC · Moderate risk signals Based on public adoption and transparency signals as of Oct 19, 2026. Our opinion, not a code audit or security guarantee. | DD · High risk signals Based on public adoption and transparency signals as of Oct 21, 2026. Our opinion, not a code audit or security guarantee. |
| Type | AI agent skill | AI agent skill |
| Est. context load | ~50 tokens idle · ~450 tokens when active (on-demand skill) | ~83 tokens idle · ~1.4k tokens when active (on-demand skill) |
| GitHub stars | 800 | 3 |
| Weekly npm downloads | — | 128 |
| Local files | No local folder access noted | No local folder access noted |
| Command execution | Runs shell or system commands | No shell command runner noted |
| Network reach | Connects to outside service API | Local or standard API calls |
| Credentials | No API token required | No API token required |
| Package source | GitHub (Optim-Agent/optim-agent) | npm (prompt-optimizer-skill) |
| Install command | Source repo only | npx -y prompt-optimizer-skill |
| Bottom line | optim-agent is distributed via GitHub (Optim-Agent/optim-agent); review its source code, dependencies, and requested permissions before use. | Signal-based grade (1/7 points): public source code. This reflects adoption and transparency, not a code review. |
Based on public adoption and transparency signals as of Oct 28, 2026. Our opinion, not a code audit or security guarantee.
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