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
Potpie is the strongest overall pick here because it has a 100/100 readiness score and fits Coding agents.
Strongest overall
Potpie
Use this as a leading candidate, then validate the README and install path in your own agent stack.
Fastest prototype
Potpie
Best first install candidate based on install readiness and adoption.
Freshest repo
MemMachine
Most recent maintenance signal among this shortlist.
| Signal | Potpie Spec-driven development for large codebases | MemMachine Universal memory layer for AI Agents. It provides scalable, extensible, and interoperable memory storage and retrieval to streamline AI agent state management for next-generation autonomous systems. | FalkorDB A super fast Graph Database uses GraphBLAS under the hood for its sparse adjacency matrix graph representation. Our goal is to provide the best Knowledge Graph for LLM (GraphRAG). | Pipeshub AI PipesHub is a fully extensible and explainable workplace AI platform for enterprise search and workflow automation |
|---|---|---|---|---|
| Quality | 100/100 Excellent | 100/100 Excellent | 100/100 Excellent | 100/100 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. | 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 | 5.5K stars 0 installs | 3.1K stars 0 installs | 4.6K stars 0 installs | 3.0K stars 0 installs |
| Freshness | Jun 13, 2026 | Jun 14, 2026 | Jun 14, 2026 | Jun 14, 2026 |
| Use-case fit | ||||
| Stack fit | ||||
| Platform hints | Python, Knowledge Graph, Claude Code | Python, Knowledge Graph, Claude Code | C, Knowledge Graph, Claude Code | Python, Knowledge Graph, Claude Code, LangChain |
| 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 | Coding agents workflows · Claude Code teams · teams that value GitHub adoption signals | RAG and knowledge workflows · Claude Code teams · teams that value GitHub adoption signals | RAG and knowledge workflows · Claude Code teams · teams that value GitHub adoption signals | RAG and knowledge 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 | 1 views 0 install copies | 0 views 0 install copies | 2 views 0 install copies |
| Install | $ npx skills add potpie-ai/potpie | $ npx skills add MemMachine/MemMachine | $ npx skills add FalkorDB/FalkorDB | $ npx skills add pipeshub-ai/pipeshub-ai |