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
Flowise is the strongest overall pick here because it has a 100/100 readiness score and fits RAG and knowledge.
Strongest overall
Flowise
Use this as a leading candidate, then validate the README and install path in your own agent stack.
Fastest prototype
Flowise
Best first install candidate based on install readiness and adoption.
Freshest repo
Awesome Opensource AI
Most recent maintenance signal among this shortlist.
| Signal | PersonalExam 🧠 AI-powered Personalized Exam System: Integrating OpenPangu LLM, Knowledge Graph RAG, and BKT algorithm for adaptive question generation and recommendation. 基于LLM与知识图谱的智能个性化出题系统。 | Awesome Opensource AI Curated list of the best truly open-source AI projects, models, tools, and infrastructure. | Sim Build, deploy, and orchestrate AI agents. Sim is the central intelligence layer for your AI workforce. | Flowise Build AI Agents, Visually |
|---|---|---|---|---|
| Quality | 74/100 Strong | 100/100 Excellent | 100/100 Excellent | 100/100 Excellent |
| Decision verdict | 87/100 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 | 531 stars Verified outcomes are shown on each skill page | 4.6K stars Verified outcomes are shown on each skill page | 29K stars Verified outcomes are shown on each skill page | 54K stars Verified outcomes are shown on each skill page |
| Freshness | May 31, 2026 | Aug 18, 2026 | Jul 18, 2026 | Jun 10, 2026 |
| Use-case fit | ||||
| Workflow fit | ||||
| Platform hints | Python, RAG, Claude Code | Python, RAG, Claude Code | TypeScript, RAG, Claude Code | TypeScript, RAG, Claude Code, OpenAI Agents, LangChain |
| Warnings | No major risk signals from current metadata | No OpenAgentSkill engagement data yet | No OpenAgentSkill engagement data yet | No OpenAgentSkill engagement data yet |
| Best for | 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 | 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 | 4 views 0 install copies | 0 views 0 install copies | 0 views 0 install copies | 0 views 0 install copies |
| Install | $ npx skills add sribdcn/PersonalExam | $ npx skills add alvinreal/awesome-opensource-ai | $ npx skills add simstudioai/sim | $ npx skills add FlowiseAI/Flowise |