Skill comparison
Compare agent skills before installing.
Put high-signal skills side by side and inspect quality, adoption, freshness, install readiness, use-case fit, and warnings in one place.
Comparing 4 skills
Use this as a shortlist, then open the skill detail page before adopting.
Decision summary
Ceres Solver is the strongest overall pick here because it has a 100/100 readiness score and fits Coding agents.
Strongest overall
Ceres Solver
Use this as a leading candidate, then validate the README and install path in your own agent stack.
Fastest prototype
Ceres Solver
Best first install candidate based on install readiness and adoption.
Freshest repo
Mrpt
Most recent maintenance signal among this shortlist.
| Signal | Ceres Solver A large scale non-linear optimization library | Mrpt :zap: The Mobile Robot Programming Toolkit (MRPT) | Manif A small C++11 header-only library for Lie theory. | Visp Open Source Visual Servoing Platform |
|---|---|---|---|---|
| Quality | 100/100 Excellent | 100/100 Excellent | 86/100 Excellent | 87/100 Excellent |
| Decision verdict | 100/100 Production-ready Use this as a leading candidate, then validate the README and install path in your own agent stack. | 100/100 Production-ready Use this as a leading candidate, then validate the README and install path in your own agent stack. | 88/100 Production-ready Use this as a leading candidate, then validate the README and install path in your own agent stack. | 98/100 Production-ready Use this as a leading candidate, then validate the README and install path in your own agent stack. |
| Adoption | 4.5K stars 0 installs | 2.1K stars 0 installs | 1.8K stars 0 installs | 889 stars 0 installs |
| Freshness | Jun 13, 2026 | Jun 15, 2026 | Nov 1, 2025 | Jun 15, 2026 |
| Use-case fit | ||||
| Stack fit | ||||
| Platform hints | C++, Computer Vision, Claude Code | C++, Computer Vision, Claude Code | C++, Computer Vision, Claude Code | C++, Computer Vision, Claude Code |
| Warnings | No OpenAgentSkill engagement data yet | No OpenAgentSkill engagement data yet | No OpenAgentSkill engagement data yet | No OpenAgentSkill engagement data yet |
| Best for | Coding agents workflows · Claude Code teams · teams that value GitHub adoption signals | Coding agents workflows · Claude Code teams · teams that value GitHub adoption signals | Coding agents workflows · Claude Code teams · teams that value GitHub adoption signals | Coding agents workflows · Claude Code teams · teams that value GitHub adoption signals |
| Not ideal for | teams that need a vendor-supported SLA · high-compliance environments without internal security review | teams that need a vendor-supported SLA · high-compliance environments without internal security review | teams that need a vendor-supported SLA · high-compliance environments without internal security review | teams that need a vendor-supported SLA · high-compliance environments without internal security review |
| OpenAgentSkill engagement | 0 views 0 install copies | 0 views 0 install copies | 0 views 0 install copies | 0 views 0 install copies |
| Install | $ npx skills add ceres-solver/ceres-solver | $ npx skills add MRPT/mrpt | $ npx skills add artivis/manif | $ npx skills add lagadic/visp |