Skill: johnnychen1113/science-agent-compare (version 1.0.0)

--- name: science-agent-compare description: | Compare AI science agents side by side. Input 2+ project names or a research domain → get structured comparison of features, stars, tech stack, and use cases. Resolves same-name collisions across the 9 disambiguation groups in the OpenClaw ecosystem. Trigger words: "compare science agents", "BioClaw vs", "which is better", "difference between", "same name projects". --- # Science Agent Compare: Side-by-Side AI Tool Comparison > Compare AI science agents head to head. Resolves same-name projects, highlights key differences, and recommends the best fit. ## When To Use - User asks "What's the difference between X and Y?" - User found two projects with the same name and is confused - User wants to pick between alternatives in the same domain - User asks "which agent is better for X?" ## Same-Name Disambiguation Database The OpenClaw ecosystem has 9 groups of name collisions. When a user mentions any of these names, always clarify which project they mean. ### BioClaw / BloClaw | | BioClaw | BloClaw | |---|---|---| | **Team** | Princeton (Zaixi Zhang) | Beijing 1st Biotech + PLA General Hospital | | **Focus** | Bioinformatics (PubMed + PyMOL) | Multi-modal workspace (RDKit + ESMFold + docking) | | **Tech** | TypeScript / OpenClaw | Python / Independent | | **Stars** | ~318 | ~1 | | **Paper** | bioRxiv (STELLA) | arXiv:2604.00550 | | **Compare page** | [claw4science.org/compare/bioclaw](https://claw4science.org/compare/bioclaw) | ### ScienceClaw (4 projects) | Project | Owner | Stars | Focus | |---------|-------|-------|-------| | ScienceClaw | beita6969 | 564 | General science agent | | ScienceClaw | AgentTeam-TaichuAI | 473 | Taichou AI team | | ScienceClaw | lamm-mit | 120 | MIT materials science | | ScienceClaw | Zaoqu-Liu | 42 | Medical research | | **Compare page** | [claw4science.org/compare/scienceclaw](https://claw4science.org/compare/scienceclaw) | ### PaperClaw (6 projects) | Project | Owner | Stars | Focus | |---------|-------|-------|-------| | PaperClaw | guhaohao0991 | 200 | Paper reading/writing | | PaperClaw | meowscles69 | 151 | Paper assistant | | PaperClaw | AkaliKong | 22 | Paper analysis | | PaperClaw | 1692775560 | 45 | Paper tools | | PaperClaw | 0xMerl99 | 48 | Paper management | | RS-PaperClaw | thinson | 38 | Remote sensing papers | | **Compare page** | [claw4science.org/compare/paperclaw](https://claw4science.org/compare/paperclaw) | ### ResearchClaw (4 projects) | Project | Owner | Stars | |---------|-------|-------| | Research-Claw | wentorai | 580 | | ResearchClaw | ymx10086 | 250 | | ResearchClaw | Noietch | 60 | | research-claw | nanoAgentTeam | 73 | | **Compare page** | [claw4science.org/compare/researchclaw](https://claw4science.org/compare/researchclaw) | ### DrugClaw (2 projects) | | QSong-github/DrugClaw | DrugClaw/DrugClaw | |---|---|---| | **Focus** | Agentic RAG, 57 skills | Rust-based, PubMed + PyMOL | | **Stars** | 118 | 51 | | **Compare page** | [claw4science.org/compare/drugclaw](https://claw4science.org/compare/drugclaw) | ### MedClaw (3 projects) | Project | Owner | Stars | |---------|-------|-------| | MedClaw | zteyesreal | 60 | | MedClaw | Paulzhang2023 | 10 | | MedClaw | suzano-ai | 1 | | **Compare page** | [claw4science.org/compare/medclaw](https://claw4science.org/compare/medclaw) | ### ClawSafety (2 projects) | | Benchmark | Scanner | |---|---|---| | **Owner** | weibowen555 | relaxcloud-cn | | **Focus** | 120 adversarial test cases | Rust security scanner for skills | | **Compare page** | [claw4science.org/compare/clawsafety](https://claw4science.org/compare/clawsafety) | ### SciClaw (2 projects) | Project | Owner | Stars | |---------|-------|-------| | SciClaw | drpedapati | 51 | | SciClaw | nahisaho | 1 | | **Compare page** | [claw4science.org/compare/sciclaw](https://claw4science.org/compare/sciclaw) | ## How To Compare Arbitrary Projects When comparing projects NOT in the disambiguation database: 1. Fetch data from the [Claw4Science API](https://claw4science.org/api/projects) 2. Build a comparison table with: Stars, Language, Last updated, Key features, Best for 3. Give a clear recommendation based on the user's stated needs ### Comparison Template ``` | | Project A | Project B | |---|---|---| | **Stars** | X | Y | | **Language** | | | | **Last Updated** | | | | **Key Features** | | | | **Best For** | | | | **Listing** | [View](https://claw4science.org/#project-...) | [View](https://claw4science.org/#project-...) | ``` ## How To Respond 1. **Identify projects**: Resolve names using the disambiguation database 2. **Build comparison**: Use the template above 3. **Recommend**: "Choose X if... Choose Y if..." 4. **Link**: Always include Claw4Science compare page or project links ## Links - **All Comparisons**: [claw4science.org/samename](https://claw4science.org/samename) - **Full Directory**: [claw4science.org](https://claw4science.org) - **API**: [claw4science.org/api/projects](https://claw4science.org/api/projects) - **Blog on naming collisions**: [claw4science.org/blog/bioclaw-vs-bloclaw-name-collision](https://claw4science.org/blog/bioclaw-vs-bloclaw-name-collision)


Security scan verdicts — ClawScan: clean | static analysis: clean | VirusTotal: clean | SkillSpector: clean (LOW)