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
Graphify is the strongest overall pick here because it has a 100/100 readiness score and fits Coding agents.
Strongest overall
Graphify
Use this as a leading candidate, then validate the README and install path in your own agent stack.
Fastest prototype
Graphify
Best first install candidate based on install readiness and adoption.
Freshest repo
Graphify
Most recent maintenance signal among this shortlist.
| Signal | Graphify A tool that converts codebases, SQL schemas, and other files into queryable knowledge graphs for AI coding assistants. | Mlflow The open source AI engineering platform for agents, LLMs, and ML models. MLflow enables teams of all sizes to debug, evaluate, monitor, and optimize production-quality AI applications while controlling costs and managing access to models and data. | Awesome Claude Code A curated list of awesome skills, hooks, slash-commands, agent orchestrators, applications, and plugins for Claude Code by Anthropic | Opik Debug, evaluate, and monitor your LLM applications, RAG systems, and agentic workflows with comprehensive tracing, automated evaluations, and production-ready dashboards. |
|---|---|---|---|---|
| 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 | 77K stars 0 installs | 27K stars 0 installs | 48K stars 0 installs | 20K stars 0 installs |
| Freshness | Jul 4, 2026 | Jun 25, 2026 | Jul 4, 2026 | Jun 25, 2026 |
| Use-case fit | ||||
| Stack fit | ||||
| Platform hints | Python | Python, LLMOps, Claude Code, LangChain | Python, Claude Code | Python, LLMOps, Claude Code, LangChain |
| Warnings | No OpenAgentSkill engagement data yet | No OpenAgentSkill engagement data yet | No OpenAgentSkill engagement data yet | No major risk signals from current metadata |
| Best for | Coding agents workflows · general agent builders · 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 | 5 views 0 install copies |
| Install | $ npx skills add Graphify-Labs/graphify | $ npx skills add mlflow/mlflow | $ npx skills add hesreallyhim/awesome-claude-code | $ npx skills add comet-ml/opik |