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.

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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.	Vibe Kanban Get 10X more out of Claude Code, Codex or any coding agent	Chroma Search infrastructure for AI	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	84/100 Strong	100/100 Excellent	100/100 Excellent	100/100 Excellent
Decision verdict	83/100 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 0 installs	27K stars 0 installs	28K stars 0 installs	26K stars 0 installs
Freshness	Jun 12, 2026	Apr 24, 2026	Jun 19, 2026	Jun 19, 2026
Use-case fit	RAG and knowledge Workflow automation Local desktop	Coding agents Workflow automation Sports analytics	Coding agents RAG and knowledge Sports analytics	GitHub automation Local desktop Coding agents
Stack fit	RAG knowledge base Content growth agent	Coding review agent Content growth agent	Coding review agent RAG knowledge base	Coding review agent Content growth agent
Platform hints	Rust, AI Agents, Claude Code	Rust, AI Agents, Claude Code, OpenAI Agents	Rust, AI Agents, Claude Code	Python, AI Agents, Claude Code
Warnings	No OpenAgentSkill engagement data yet	No major risk signals from current metadata	No OpenAgentSkill engagement data yet	No major risk signals from current metadata
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	7 views 0 install copies	0 views 0 install copies	11 views 2 install copies
Install	`$ npx skills add supermemoryai/smfs`	`$ npx skills add BloopAI/vibe-kanban`	`$ npx skills add chroma-core/chroma`	`$ npx skills add volcengine/OpenViking`