How do I install the Science Agent Compare skill?

Run npx skillmds@latest add lord1egypt/science-agent-compare in your terminal (requires Node.js), paste this page's agent-chat prompt into Claude, Cursor, or any MCP-connected agent, or download the SKILL.md file and copy it into your agent's skills directory.

Is Science Agent Compare safe to use?

This skill has not completed SkillMD's automated safety review yet. Independent scanners report: SkillSpector: PASS, Skill Scanner: PASS. Capability flags: makes network calls. SkillMD never runs a skill's scripts for you; review the SKILL.md before installing.

Which AI agents work with Science Agent Compare?

This skill is tagged as working with Claude Code, Claude.ai, OpenAI Codex. SKILL.md is an open format, so most agents that read a skills directory can load it too.

Is Science Agent Compare free to use?

Yes. Installing skills from SkillMD is free, and the skill stays under its author's original license.

Who published Science Agent Compare?

Lord1Egypt (@lord1egypt) published this skill. Their other Agent Skills are listed on their SkillMD profile.

Science Agent Compare by lord1egypt

Name: Science Agent Compare
Rating: 4.5 (4 reviews)
Author: Lord1Egypt

Science Agent Compare

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".

Lord1Egypt Updated Sep 8, 2026 2 repo stars

File contents

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

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

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

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

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

MedClaw (3 projects)

Project	Owner	Stars
MedClaw	zteyesreal	60
MedClaw	Paulzhang2023	10
MedClaw	suzano-ai	1
Compare page	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

SciClaw (2 projects)

Project	Owner	Stars
SciClaw	drpedapati	51
SciClaw	nahisaho	1
Compare page	claw4science.org/compare/sciclaw

How To Compare Arbitrary Projects

When comparing projects NOT in the disambiguation database:

Fetch data from the Claw4Science API
Build a comparison table with: Stars, Language, Last updated, Key features, Best for
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

Identify projects: Resolve names using the disambiguation database
Build comparison: Use the template above
Recommend: "Choose X if... Choose Y if..."
Link: Always include Claw4Science compare page or project links

Links

All Comparisons: claw4science.org/samename
Full Directory: claw4science.org
API: claw4science.org/api/projects
Blog on naming collisions: claw4science.org/blog/bioclaw-vs-bloclaw-name-collision

---name: science-agent-comparedescription: 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 DatabaseThe 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 ProjectsWhen 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 for3. 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 Respond1. **Identify projects**: Resolve names using the disambiguation database2. **Build comparison**: Use the template above3. **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)

Frequently asked questions