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Paper to Tools - Match Research Methods to AI Agents
作者
Johnny Chen
· GitHub ↗
· v1.0.0
· MIT-0
130
总下载
0
收藏
0
当前安装
1
版本数
在 OpenClaw 中安装
/install paper-to-tools
功能描述
Paste a paper abstract or methods section → get matched AI agent tools that can reproduce the analysis. Maps methodology keywords to 131+ curated science age...
安全使用建议
This skill appears low-risk and coherent: it is a local mapping/information helper that returns links and install hints for other science agents. Before installing or following its recommendations you should (1) review any linked agents individually—those agents may request credentials, external installs, or access to data you should protect (especially clinical/PHI data); (2) avoid pasting sensitive or private data (patient information, proprietary methods) into the skill unless you are sure the target agent and your environment are appropriate; and (3) verify links (claw4science.org and GitHub pages) and the install commands for any third-party tools before running them. If you want additional assurance, ask the skill author for provenance of the mapping table or for an auditable source for the 131+ agents.
功能分析
Type: OpenClaw Skill
Name: paper-to-tools
Version: 1.0.0
The 'paper-to-tools' skill is a purely informational mapping tool designed to help researchers find AI agents relevant to specific scientific methodologies. The SKILL.md file contains a lookup table matching keywords (e.g., CRISPR, RNA-seq) to existing open-source projects and provides users with installation commands and links to the claw4science.org directory. There is no executable code, no evidence of data exfiltration, and no malicious prompt injection; the instructions are strictly aligned with the stated purpose of keyword extraction and tool recommendation.
能力评估
Purpose & Capability
Name/description match the runtime instructions: the SKILL.md describes extracting methodology keywords and mapping them to a static table of science agents. The skill declares no binaries, env vars, or installs, which is appropriate for a purely informational mapping skill.
Instruction Scope
Runtime instructions are scoped to extracting keywords from user-pasted text, matching them to the provided mapping table, ranking results, and returning agent links and installation hints. The instructions do not direct reading of system files, access to environment variables, or transmitting data to unexpected endpoints. They do recommend 'npx skills add' or linking to GitHub for installation of other agents (which is a valid, limited action to suggest).
Install Mechanism
No install spec or code files are present; the skill is instruction-only and therefore does not install anything itself. This is the lowest-risk model and matches the skill's purpose.
Credentials
The skill requests no environment variables, credentials, or config paths. Nothing in the SKILL.md attempts to access secrets or unrelated services.
Persistence & Privilege
always is false and the skill does not request persistent presence or modify agent/system configs. The default ability for agents to invoke the skill autonomously remains, which is expected and appropriate for a lookup/mapping skill.
如何使用
- 确保已安装 OpenClaw(本地或 Docker 部署)
- 在对话框中输入安装命令:
/install paper-to-tools - 安装完成后,直接呼叫该 Skill 的名称或使用
/paper-to-tools触发 - 根据 Skill 的参数说明提供必要输入,即可获得结构化输出
版本历史
v1.0.0
- Initial release of the "paper-to-tools" skill.
- Paste a paper abstract or methods section to get matched AI agent tools for reproducing analysis.
- Maps methodology keywords to 131+ curated science agents from the Claw4Science directory.
- Provides concise agent recommendations with installation instructions and links.
- Supports a wide range of science domains, including genomics, drug discovery, clinical data, and research automation.
元数据
常见问题
Paper to Tools - Match Research Methods to AI Agents 是什么?
Paste a paper abstract or methods section → get matched AI agent tools that can reproduce the analysis. Maps methodology keywords to 131+ curated science age... 它是一个面向 Claude Code / OpenClaw 的 AI Agent Skill 插件,目前累计下载 130 次。
如何安装 Paper to Tools - Match Research Methods to AI Agents?
在 OpenClaw 或 Claude Code 对话框中运行命令「/install paper-to-tools」即可一键安装,无需额外配置。
Paper to Tools - Match Research Methods to AI Agents 是免费的吗?
是的,Paper to Tools - Match Research Methods to AI Agents 完全免费,采用 MIT-0 许可证,可自由下载、安装和使用。
Paper to Tools - Match Research Methods to AI Agents 支持哪些平台?
Paper to Tools - Match Research Methods to AI Agents 跨平台运行,可在任意部署了 OpenClaw / Claude Code 的环境中使用(cross-platform)。
谁开发了 Paper to Tools - Match Research Methods to AI Agents?
由 Johnny Chen(@johnnychen1113)开发并维护,当前版本 v1.0.0。
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