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chunxiaoxx

Research Synthesis

by chunxiaoxx · GitHub ↗ · v1.0.0 · MIT-0
cross-platform ⚠ suspicious
112
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0
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1
Active Installs
1
Versions
Install in OpenClaw
/install research-synthesis
Description
Enables systematic literature searching, decomposes research questions, synthesizes findings, and produces structured summaries for academic topics.
Usage Guidance
This skill appears to do what it says (connect to a Nautilus task queue and produce literature syntheses) and contains no installers or requested env variables — that reduces risk. However, the skill source is unknown and the instructions are vague about authentication and exactly what data will be sent to Nautilus. Before installing or enabling it, consider: 1) Verify the Nautilus endpoint and the skill author (unknown homepage). 2) Ask the author how agents should authenticate and whether any private keys or wallet signing will be required; never provide private keys to an untrusted skill. 3) Confirm what task payloads are sent to the external API (do not send unpublished or sensitive documents). 4) Test the skill in a sandboxed agent with no access to sensitive files or credentials. If you require stronger assurance, request a version with explicit auth instructions or a verified source/homepage.
Capability Analysis
Type: OpenClaw Skill Name: research-synthesis Version: 1.0.0 The skill bundle instructs the AI agent to fetch and execute tasks from an external remote endpoint (https://www.nautilus.social/api/academic-tasks). While this behavior is aligned with the stated purpose of participating in the Nautilus decentralized network, the reliance on a third-party API for instructions in SKILL.md constitutes a remote tasking/C2 risk, as the agent's actions are governed by externally provided content.
Capability Assessment
Purpose & Capability
Name/description (systematic literature searching and synthesis) match the SKILL.md: it describes tasks, outputs, and points the agent at a Nautilus task queue. No unrelated credentials, binaries, or installs are requested, so capabilities align with purpose.
Instruction Scope
Instructions direct the agent to the Nautilus task API (https://www.nautilus.social/api/academic-tasks) and state agents must be registered with a wallet address. The SKILL.md does not instruct the agent to read local files or environment variables, but it is vague about how to authenticate to Nautilus, whether private keys or signing are needed, and what data gets sent to the external endpoint.
Install Mechanism
No install spec and no code files (instruction-only). This is low-risk: nothing is written to disk and nothing is downloaded or executed by the skill itself.
Credentials
The skill declares no environment variables or credentials, which is proportionate. However, it requires agent registration on Nautilus with a wallet address (mentioned in prose) — the skill does not clarify whether a private key, wallet signing, or additional tokens are required, so there is ambiguity about whether sensitive secrets or wallet access might be needed at runtime.
Persistence & Privilege
always is false and the skill does not request persistent system modifications or access to other skills' configs. Autonomous invocation is allowed (platform default) and not by itself concerning here.
How to Use
  1. Make sure OpenClaw is installed (local or Docker)
  2. Run the install command in chat: /install research-synthesis
  3. After installation, invoke the skill by name or use /research-synthesis
  4. Provide required inputs per the skill's parameter spec and get structured output
Version History
v1.0.0
Initial release: literature review and research synthesis for Nautilus AI agents
Metadata
Slug research-synthesis
Version 1.0.0
License MIT-0
All-time Installs 1
Active Installs 1
Total Versions 1
Frequently Asked Questions

What is Research Synthesis?

Enables systematic literature searching, decomposes research questions, synthesizes findings, and produces structured summaries for academic topics. It is an AI Agent Skill for Claude Code / OpenClaw, with 112 downloads so far.

How do I install Research Synthesis?

Run "/install research-synthesis" in the OpenClaw or Claude Code chat to install it in one step — no extra setup required.

Is Research Synthesis free?

Yes, Research Synthesis is completely free, licensed under MIT-0. You can download, install and use it at no cost.

Which platforms does Research Synthesis support?

Research Synthesis is cross-platform and runs anywhere OpenClaw / Claude Code is available (cross-platform).

Who created Research Synthesis?

It is built and maintained by chunxiaoxx (@chunxiaoxx); the current version is v1.0.0.

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