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
Academic Research Skills is the strongest overall pick here because it has a 100/100 readiness score and fits Coding agents.
Strongest overall
Academic Research Skills
Use this as a leading candidate, then validate the README and install path in your own agent stack.
Fastest prototype
Academic Research Skills
Best first install candidate based on install readiness and adoption.
Freshest repo
Academic Research Skills
Most recent maintenance signal among this shortlist.
| Signal | AppFactory App Factory turns your ideas into real, working products. No coding experience required. Just describe what you want in plain English, and Claude builds it. | Deep Research An AI-powered research assistant that performs iterative, deep research on any topic by combining search engines, web scraping, and large language models. The goal of this repo is to provide the simplest implementation of a deep research agent - e.g. an agent that can refine its research direction overtime and deep dive into a topic. | Academic Research Skills Academic Research Skills for Claude Code: research → write → review → revise → finalize | ChatPaper Use ChatGPT to summarize the arXiv papers. 全流程加速科研，利用chatgpt进行论文全文总结+专业翻译+润色+审稿+审稿回复 |
|---|---|---|---|---|
| Quality | 68/100 Promising | 100/100 Excellent | 100/100 Excellent | 100/100 Excellent |
| Decision verdict | 67/100 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 | 131 stars Verified outcomes are shown on each skill page | 19K stars Verified outcomes are shown on each skill page | 38K stars Verified outcomes are shown on each skill page | 20K stars Verified outcomes are shown on each skill page |
| Freshness | May 18, 2026 | Apr 11, 2026 | Jul 18, 2026 | Mar 2, 2026 |
| Use-case fit | ||||
| Workflow fit | ||||
| Platform hints | TypeScript, Market Research, Claude Code | TypeScript, Research Agent, Claude Code, OpenAI Agents | Python, Research, Claude Code | Python, Research, Claude Code, OpenAI Agents |
| Warnings | No OpenAgentSkill engagement data yet | No OpenAgentSkill engagement data yet | No OpenAgentSkill engagement data yet | No OpenAgentSkill engagement data yet |
| Best for | Research agents workflows · Claude Code teams · builders willing to evaluate younger projects | RAG and knowledge workflows · Claude Code teams · teams that value GitHub adoption signals | 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 |
| 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 | 0 views 0 install copies |
| Install | $ npx skills add 0xAxiom/AppFactory | $ npx skills add dzhng/deep-research | $ npx skills add Imbad0202/academic-research-skills | $ npx skills add kaixindelele/ChatPaper |