Skill comparison
Use this as a shortlist, then open the skill detail page before adopting.
Decision summary
Strongest overall
AutoProber
Prototype with this skill first; keep a fallback candidate ready.
Fastest prototype
AutoProber
Best first install candidate based on install readiness and adoption.
Freshest repo
architect
Most recent maintenance signal among this shortlist.
| Signal | AutoProber Hardware hacker’s flying probe automation stack for agent-driven target discovery, microscope mapping, safety-monitored CNC motion, probe review, and controlled pin probing. | architect Start robotics apps or demos from compatible examples for interactive simulation, pretrained visual control, mapping/navigation, robot assistants, or manipulation. Choose a stack if none fits; not existing-app maintenance. |
|---|---|---|
| Quality | 67/100 Promising | 55/100 Promising |
| Decision verdict | 66/100 Prototype first Prototype with this skill first; keep a fallback candidate ready. | 54/100 Needs manual review Do a manual repository review before adding this to an agent workflow. |
| Adoption | 305 stars Verified outcomes are shown on each skill page | 21 stars Verified outcomes are shown on each skill page |
| Freshness | Apr 16, 2026 | Oct 1, 2026 |
| Use-case fit | ||
| Workflow fit |
| Platform hints | Python, Robotics, Claude Code | Claude Code |
| Warnings | No OpenAgentSkill engagement data yet | Low GitHub adoption signal · No OpenAgentSkill engagement data yet |
| Best for | Coding agents workflows · Claude Code teams · builders willing to evaluate younger projects | Local desktop workflows · Claude Code teams · builders willing to evaluate younger projects |
| Not ideal for | teams that need a vendor-supported SLA · high-compliance environments without internal security review | teams that need a vendor-supported SLA · production agents without a repository review |
| OpenAgentSkill engagement | 0 views 0 install copies | 0 views 0 install copies |
| Install | $ npx skills add GainSec/AutoProber | $ npx skills add robium-ai/robium --skill architect |