Skill comparison
Use this as a shortlist, then open the skill detail page before adopting.
Decision summary
Strongest overall
GPT Researcher
Use this as a leading candidate, then validate the README and install path in your own agent stack.
Fastest prototype
GPT Researcher
Best first install candidate based on install readiness and adoption.
Freshest repo
Deep Research Agent
Most recent maintenance signal among this shortlist.
| Signal | Deep Research Agent Agentic RAG 驱动的深度研究 Agent — Agent 自主拆解问题、选择检索策略、评估质量、自我纠正，最终生成带引用溯源的结构化研究报告。 | GPT Researcher Run autonomous deep research over web and local sources |
|---|---|---|
| Quality | 69/100 Promising | 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. |
| Adoption | 87 stars Verified outcomes are shown on each skill page | 28K stars Verified outcomes are shown on each skill page |
| Freshness | Jul 27, 2026 | Jun 28, 2026 |
| Use-case fit |
| Workflow fit |
| Platform hints | Python, Research Agent, Claude Code | Python, Research Agent, LLM, Claude Code |
| Warnings | No OpenAgentSkill engagement data yet | No OpenAgentSkill engagement data yet |
| Best for | RAG and knowledge workflows · Claude Code teams · builders willing to evaluate younger projects | Research 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 |
| OpenAgentSkill engagement | 0 views 0 install copies | 0 views 0 install copies |
| Install | $ npx skills add albertyuee/deep-research-agent | $ npx skills add assafelovic/gpt-researcher |