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Science Agent Compare - Side-by-Side AI Tool Comparison
by
Johnny Chen
· GitHub ↗
· v1.0.0
· MIT-0
125
Downloads
0
Stars
0
Active Installs
1
Versions
Install in OpenClaw
/install 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...
Usage Guidance
This skill appears internally consistent and low-risk: it only contains instructions and no code or credential requests. Before installing, confirm you trust the external domain (claw4science.org) because the skill will fetch data from and include links to that site — do not send sensitive or private data as project names. Also be aware the embedded disambiguation table may be stale; verify any critical facts (owners, star counts, papers) against authoritative sources if accuracy matters.
Capability Analysis
Type: OpenClaw Skill
Name: science-agent-compare
Version: 1.0.0
The science-agent-compare skill is a utility designed to help users distinguish between similarly named AI science agents within the OpenClaw ecosystem. The SKILL.md file provides a comprehensive disambiguation database and instructs the agent to use the claw4science.org API to fetch project data and generate side-by-side comparisons. There are no indicators of malicious intent, data exfiltration, or unauthorized execution; the instructions are clearly aligned with the stated purpose of the tool.
Capability Assessment
Purpose & Capability
Name, description, and runtime instructions all describe comparing AI science agents. The embedded disambiguation table and the instruction to call the Claw4Science API are coherent with that goal.
Instruction Scope
Instructions direct the agent to fetch project data from https://claw4science.org/api/projects and always include Claw4Science links. This is expected for a comparison tool, but it does mean the agent will make outbound network requests and may send user-provided project names to that API.
Install Mechanism
No install spec and no code files — instruction-only skill. Nothing is written to disk and no external packages are fetched, which is low-risk.
Credentials
The skill does not request any environment variables, credentials, or config paths. The lack of secrets is proportionate to the stated functionality.
Persistence & Privilege
always is false and autonomous invocation defaults are unchanged. The skill does not request elevated persistence or modify system/other-skill configuration.
How to Use
- Make sure OpenClaw is installed (local or Docker)
- Run the install command in chat:
/install science-agent-compare - After installation, invoke the skill by name or use
/science-agent-compare - Provide required inputs per the skill's parameter spec and get structured output
Version History
v1.0.0
- Initial release of science-agent-compare skill.
- Enables side-by-side comparison of AI science agents by project names or research domain.
- Resolves same-name project collisions across 9 OpenClaw disambiguation groups.
- Presents structured comparison tables with key features, stars, tech stack, and use cases.
- Provides direct links to compare pages and full project listings.
- Offers clear recommendations based on user needs.
Metadata
Frequently Asked Questions
What is Science Agent Compare - Side-by-Side AI Tool Comparison?
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... It is an AI Agent Skill for Claude Code / OpenClaw, with 125 downloads so far.
How do I install Science Agent Compare - Side-by-Side AI Tool Comparison?
Run "/install science-agent-compare" in the OpenClaw or Claude Code chat to install it in one step — no extra setup required.
Is Science Agent Compare - Side-by-Side AI Tool Comparison free?
Yes, Science Agent Compare - Side-by-Side AI Tool Comparison is completely free, licensed under MIT-0. You can download, install and use it at no cost.
Which platforms does Science Agent Compare - Side-by-Side AI Tool Comparison support?
Science Agent Compare - Side-by-Side AI Tool Comparison is cross-platform and runs anywhere OpenClaw / Claude Code is available (cross-platform).
Who created Science Agent Compare - Side-by-Side AI Tool Comparison?
It is built and maintained by Johnny Chen (@johnnychen1113); the current version is v1.0.0.
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