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Science Agent Recommend - Find the Right AI Tool for Research
by
Johnny Chen
· GitHub ↗
· v1.0.0
· MIT-0
179
Downloads
0
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0
Active Installs
1
Versions
Install in OpenClaw
/install science-agent-recommend
Description
Get personalized AI agent recommendations for your research domain. Describe your field, task, or workflow → receive curated suggestions from 131+ projects a...
Usage Guidance
This skill appears internally consistent and low-risk: it only asks about your research domain and returns curated links. Before installing or following recommendations, be aware that the linked projects are third-party — they may require installing packages, providing credentials, or granting system access later. Verify each project's trustworthiness, review license/privacy info, and be cautious if an agent you install later asks for credentials or file/system access (those are outside the scope of this recommender).
Capability Analysis
Type: OpenClaw Skill
Name: science-agent-recommend
Version: 1.0.0
The skill bundle is a recommendation directory for scientific AI agents and tools. It contains no executable code, only informational markdown (SKILL.md) and metadata (_meta.json). The instructions guide the AI agent to provide curated links and information from claw4science.org, and the included API example is a standard GET request for project metadata.
Capability Assessment
Purpose & Capability
The name and description promise personalized recommendations for research AI tools; the SKILL.md contains a decision tree and curated lists of projects and links, which aligns with that purpose. There are no declared env vars, binaries, or installs that would be unrelated to making recommendations.
Instruction Scope
The runtime instructions guide a dialog to narrow the user's domain and return curated suggestions and links. They do not instruct the agent to read local files, environment variables, or transmit data to unexpected endpoints beyond linking to external project pages. The instructions are scoped to recommending tools.
Install Mechanism
There is no install spec and no code files; the skill is instruction-only. This minimizes on-disk risk and is appropriate for a recommender skill.
Credentials
The skill requires no credentials, env vars, or config paths. That is proportionate for a recommendation service which only returns links and descriptions.
Persistence & Privilege
always is false and the skill uses normal invocation. It requests no persistent or elevated privileges and does not modify other skills or system settings.
How to Use
- Make sure OpenClaw is installed (local or Docker)
- Run the install command in chat:
/install science-agent-recommend - After installation, invoke the skill by name or use
/science-agent-recommend - Provide required inputs per the skill's parameter spec and get structured output
Version History
v1.0.0
- Initial release of science-agent-recommend skill.
- Provides personalized AI agent recommendations for various research domains.
- Covers 131+ projects across 10 categories and 32 skill hubs.
- Uses a decision tree to guide users by research domain, workflow, or task.
- Includes tables of top-recommended agents and tools with install info and links.
- Offers resources for skill hubs and API access for browsing all projects.
Metadata
Frequently Asked Questions
What is Science Agent Recommend - Find the Right AI Tool for Research?
Get personalized AI agent recommendations for your research domain. Describe your field, task, or workflow → receive curated suggestions from 131+ projects a... It is an AI Agent Skill for Claude Code / OpenClaw, with 179 downloads so far.
How do I install Science Agent Recommend - Find the Right AI Tool for Research?
Run "/install science-agent-recommend" in the OpenClaw or Claude Code chat to install it in one step — no extra setup required.
Is Science Agent Recommend - Find the Right AI Tool for Research free?
Yes, Science Agent Recommend - Find the Right AI Tool for Research is completely free, licensed under MIT-0. You can download, install and use it at no cost.
Which platforms does Science Agent Recommend - Find the Right AI Tool for Research support?
Science Agent Recommend - Find the Right AI Tool for Research is cross-platform and runs anywhere OpenClaw / Claude Code is available (cross-platform).
Who created Science Agent Recommend - Find the Right AI Tool for Research?
It is built and maintained by Johnny Chen (@johnnychen1113); the current version is v1.0.0.
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