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
DocsGPT is the strongest overall pick here because it has a 100/100 readiness score and fits RAG and knowledge.
Strongest overall
DocsGPT
Use this as a leading candidate, then validate the README and install path in your own agent stack.
Fastest prototype
DocsGPT
Best first install candidate based on install readiness and adoption.
Freshest repo
DocsGPT
Most recent maintenance signal among this shortlist.
| Signal | GPT Vup GPT-vup BIliBili | 抖音 | AI | 虚拟主播 | DocsGPT Private AI platform for agents, assistants and enterprise search. Built-in Agent Builder, Deep research, Document analysis, Multi-model support, and API connectivity for agents. | Txtai 💡 All-in-one AI framework for semantic search, LLM orchestration and language model workflows | Seatunnel SeaTunnel is a multimodal, high-performance, distributed, massive data integration tool. |
|---|---|---|---|---|
| Quality | 66/100 Promising | 100/100 Excellent | 100/100 Excellent | 100/100 Excellent |
| Decision verdict | 68/100 Prototype first Prototype with this skill first; keep a fallback candidate ready. | 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 | 1.3K stars Verified outcomes are shown on each skill page | 18K stars Verified outcomes are shown on each skill page | 13K stars Verified outcomes are shown on each skill page | 9.4K stars Verified outcomes are shown on each skill page |
| Freshness | Oct 13, 2023 | Jul 16, 2026 | Jun 22, 2026 | Jun 16, 2026 |
| Use-case fit | ||||
| Workflow fit | ||||
| Platform hints | Python, Embeddings, Claude Code, OpenAI Agents | Python, Semantic Search, Claude Code, OpenAI Agents | Python, Semantic Search, Claude Code | Java, Embeddings, Claude Code |
| Warnings | Repository looks stale · 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 · 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 require actively maintained dependencies · production agents without a repository 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 jiran214/GPT-vup | $ npx skills add arc53/DocsGPT | $ npx skills add neuml/txtai | $ npx skills add apache/seatunnel |