AutoHarness vs Superpowers
A self-learning skill layer for Claude Code that learns from your sessions. 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 | AutoHarness | Superpowers |
|---|---|---|
| Purpose | A self-learning skill layer for Claude Code that learns from your sessions. | A software development method for coding agents, built from composable skills. |
| Documented capabilities | Learns skills from real sessions, Merges same-scenario skills, Updates skills in use, Prunes unused skills | Spec-first brainstorming before code, Written implementation plans, Subagent-driven development with task review, Skills that trigger automatically |
| Best-fit workflow | Heavy Claude Code users who want their skill set to maintain itself. | Teams that want coding agents to plan and review before they write code. |
| Check before choosing | Needs Python 3.11+ as python3 on your PATH; with an older interpreter its hooks stay off. | 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 | Claude Code | Claude Code plugin, Gemini CLI extension, Codex, Cursor, OpenCode |
| GitHub stars | 11,008 | 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 | 2026-10-09 | 2026-10-10 |
| Difficulty | Moderate | Easy |
| Content source | Editorial catalog entry | Editorial catalog entry |
| Metadata checked | Check the current repository | 2026-10-12 |
| Forks | 613 | 27k |
| Star growth | Not recorded | +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 AutoHarness
Heavy Claude Code users who want their skill set to maintain itself.
Needs Python 3.11+ as python3 on your PATH; with an older interpreter its hooks stay off.
AutoHarness 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 sourceAutoHarness vs Superpowers questions
- What is AutoHarness?
- A self-learning skill layer for Claude Code that learns from your sessions.
- What is Superpowers?
- A software development method for coding agents, built from composable skills.
- Can you self-host AutoHarness and Superpowers?
- Both can be self-hosted.
- What licenses do AutoHarness and Superpowers use?
- AutoHarness uses the MIT license. Superpowers uses the MIT license.
- Which has more GitHub stars, AutoHarness or Superpowers?
- Superpowers has 298k stars and AutoHarness has 11k. Stars show attention; check recent commits and releases for maintenance.
- What languages are AutoHarness and Superpowers written in?
- AutoHarness is mainly written in Python. Superpowers is mainly written in Shell.