AI Plugin Indexspec_generator vs optim-agent
spec_generator and optim-agent are both ai and llm tools skills. spec_generator scores higher (91 vs 91 out of 100). spec_generator has more GitHub stars (108k), and optim-agent was updated more recently (today). The table compares them side by side.
| spec_generator | optim-agent | |
|---|---|---|
| Score | 91 / 100 | 91 / 100 |
| What it does | Generates a structured Workable Spec JSON to guide a Developer Worker. | Guide agent-driven parameter optimization for configurable systems with measurable objectives. Use for HPO, inference tuning, simulations, or RL/control experiments. |
| Publisher | Community: google-gemini | Community: sickn33 |
| Grades | Maintenance A, Licence A, Quality A | Maintenance A, Licence A, Quality A |
| npm downloads a week | Not on npm | Not on npm |
| Runs | Skill | Skill |
| Works with | Claude Code, Claude apps | Claude Code, Claude apps |
| GitHub stars | 107,574 | 48,424 |
| Last commit | 24 Oct 2026 | 24 Oct 2026 |
| Licence | Apache-2.0 | MIT |
| Listed since | 23 Oct 2026 | 23 Oct 2026 |
| Install spec_generator | Install optim-agent |
Questions
Is spec_generator or optim-agent more popular?
spec_generator has more GitHub stars: 107,574.
Can I use spec_generator and optim-agent together?
Yes. AI assistants can load several skills at once. Install both and the assistant picks the right one for each task.