Scientific Agent Skills vs Superpowers
Research skills for AI agents across biology, chemistry, medicine, and more. A software development method for coding agents, built from composable skills. Compare the capabilities you need, then check hosting, licensing and maintenance. This pair is shown for browsing but is not indexed (not among the leading projects of a shared category).
| Attribute | Scientific Agent Skills | Superpowers |
|---|---|---|
| Purpose | Research skills for AI agents across biology, chemistry, medicine, and more. | A software development method for coding agents, built from composable skills. |
| Documented capabilities | Workflows for scientific Python packages, Scientific database lookup, Literature review and scientific writing, Bioinformatics and cheminformatics workflows | Spec-first brainstorming before code, Written implementation plans, Subagent-driven development with task review, Skills that trigger automatically |
| Best-fit workflow | Researchers who want an AI agent to use scientific libraries and databases correctly. | Teams that want coding agents to plan and review before they write code. |
| Check before choosing | Clinical and healthcare skills are for research workflows, not patient diagnosis or treatment. Some databases need registration or a license. | It changes how your agent works on every task. Try it on a side project first, and install it separately for each agent you use. |
| Deployment options | npx skills, Codex plugin, git clone | Claude Code plugin, Gemini CLI extension, Codex, Cursor, OpenCode |
| GitHub stars | 48,513 | 297,987 |
| License | MIT | MIT |
| Self-hosted | Yes | Yes |
| Docker noted | Not recorded | Not recorded |
| Cloud / hosted | Not recorded | Not recorded |
| Primary language | Python | Shell |
| Last commit | 2026-10-12 | 2026-10-10 |
| Difficulty | Easy | Easy |
| Content source | Editorial catalog entry | Editorial catalog entry |
| Metadata checked | 2026-10-12 | 2026-10-12 |
| Forks | 4.4k | 27k |
| Star growth | +193 (2026-10-11 to 2026-10-12) | +663 (2026-10-11 to 2026-10-12) |
| Alternative to | Not recorded | Not recorded |
This comparison uses recorded capabilities, not hands-on performance tests. A capability missing from one record does not mean that product lacks it. Confirm edition, version and current pricing in the official documentation.
When to consider Scientific Agent Skills
Researchers who want an AI agent to use scientific libraries and databases correctly.
Clinical and healthcare skills are for research workflows, not patient diagnosis or treatment. Some databases need registration or a license.
Scientific Agent Skills documentation and sourceWhen to consider Superpowers
Teams that want coding agents to plan and review before they write code.
It changes how your agent works on every task. Try it on a side project first, and install it separately for each agent you use.
Superpowers documentation and sourceScientific Agent Skills vs Superpowers questions
- What is Scientific Agent Skills?
- Research skills for AI agents across biology, chemistry, medicine, and more.
- What is Superpowers?
- A software development method for coding agents, built from composable skills.
- Can you self-host Scientific Agent Skills and Superpowers?
- Both can be self-hosted.
- What licenses do Scientific Agent Skills and Superpowers use?
- Scientific Agent Skills uses the MIT license. Superpowers uses the MIT license.
- Which has more GitHub stars, Scientific Agent Skills or Superpowers?
- Superpowers has 298k stars and Scientific Agent Skills has 49k. Stars show attention; check recent commits and releases for maintenance.
- What languages are Scientific Agent Skills and Superpowers written in?
- Scientific Agent Skills is mainly written in Python. Superpowers is mainly written in Shell.