Skill comparison
Compare agent skills before installing.
Comparing 4 skills
Use this as a shortlist, then open the skill detail page before adopting.
Decision summary
Chroma is the strongest overall pick here because it has a 100/100 readiness score and fits Coding agents.
Strongest overall
Chroma
Use this as a leading candidate, then validate the README and install path in your own agent stack.
Fastest prototype
Chroma
Best first install candidate based on install readiness and adoption.
Freshest repo
Chroma
Most recent maintenance signal among this shortlist.
| Signal | Smfs A filesystem designed for agents, with SOTA retrieval, automatic memory profiles, sync engine. Drop any file type (pdf, images, videos), and grep through them. | Chroma Search infrastructure for AI | Vibe Kanban Get 10X more out of Claude Code, Codex or any coding agent | OpenViking OpenViking is an open-source context database designed specifically for AI Agents(such as openclaw). OpenViking unifies the management of context (memory, resources, and skills) that Agents need through a file system paradigm, enabling hierarchical context delivery and self-evolving. |
|---|---|---|---|---|
| Quality | 78/100 Strong | 100/100 Excellent | 100/100 Excellent | 100/100 Excellent |
| Decision verdict | 77/100 Strong shortlist Shortlist this skill and compare it with close alternatives before production adoption. | 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. | 100/100 Production-ready Use this as a leading candidate, then validate the README and install path in your own agent stack. |
| Adoption | 451 stars Verified outcomes are shown on each skill page | 28K stars Verified outcomes are shown on each skill page | 27K stars Verified outcomes are shown on each skill page | 26K stars Verified outcomes are shown on each skill page |
| Freshness | Jun 12, 2026 | Jun 19, 2026 | Apr 24, 2026 | Jun 19, 2026 |
| Use-case fit | ||||
| Workflow fit | ||||
| Platform hints | Rust, AI Agents, Claude Code | Rust, AI Agents, Claude Code | Rust, AI Agents, Claude Code, OpenAI Agents | Python, AI Agents, 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 | RAG and knowledge workflows · Claude Code teams · builders willing to evaluate younger projects | Coding agents workflows · Claude Code teams · teams that value GitHub adoption signals | Coding agents workflows · Claude Code teams · teams that value GitHub adoption signals | GitHub automation 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 supermemoryai/smfs | $ npx skills add chroma-core/chroma | $ npx skills add BloopAI/vibe-kanban | $ npx skills add volcengine/OpenViking |