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research-matrix-builder
作者
vx：17605205782
· GitHub ↗
· v1.0.0
· MIT-0
257
总下载
0
收藏
1
当前安装
1
版本数
在 OpenClaw 中安装
/install research-matrix-builder
功能描述
Build literature matrices from papers, notes, and abstracts to compare methods, data, findings, and research gaps.
安全使用建议
This skill appears coherent and low-risk: the included Python helper simply converts a user-supplied JSON list to a CSV using the provided schema. Before installing, (1) review the small script yourself to confirm it matches expectations (it's short and readable), (2) only provide non-sensitive sample data to test outputs, and (3) remember that platform agents and models may see the data you pass to the skill—avoid sending confidential material unless you trust the execution environment. If you need stricter guarantees, run the script locally yourself with your data rather than invoking it via an automated agent.
功能分析
Type: OpenClaw Skill
Name: research-matrix-builder
Version: 1.0.0
The research-matrix-builder skill is a legitimate utility for organizing academic data into CSV matrices. The primary script, scripts/build_matrix.py, is a simple, transparent Python script that performs JSON-to-CSV conversion using standard libraries without any network activity, shell execution, or obfuscation. The SKILL.md instructions and documentation (README.md, SELF_CHECK.md) are well-structured, align with the stated purpose, and include safety guidelines that discourage data fabrication and unauthorized file modifications.
能力评估
Purpose & Capability
Name/description match the actual behavior: it normalizes records and outputs a CSV matrix. Required binary is only python3 and the bundled resource is a schema used by the workflow — all proportional to the stated purpose.
Instruction Scope
SKILL.md confines operations to normalizing inputs, producing CSV and a narrative. It references only the local script and resource and instructs preview-first behavior. It does not direct reading unrelated system files or exfiltrating data.
Install Mechanism
No install spec — instruction-only with a small local script. No downloads, no brew/npm installs, no remote URLs or extract steps. Helper script is plaintext and auditable.
Credentials
No environment variables, credentials, or config paths are requested. The single runtime dependency (python3) is appropriate for the included script.
Persistence & Privilege
Skill is not force-included (always:false) and does not request elevated or persistent privileges or modify other skills. Autonomous invocation is allowed by platform default but not unusual here.
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 research-matrix-builder - 安装完成后，直接呼叫该 Skill 的名称或使用
/research-matrix-builder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
Research Matrix Builder 1.1.0 introduces structured workflows and output formats.
- Expanded description with multilingual trigger phrases and explicit input prompts.
- Detailed workflow steps for matrix generation, clustering, and output types.
- Specifies concrete output formats: CSV matrix, thematic clusters, gap summaries, and review outlines.
- Adds clear operating rules for reliability and user interaction.
- Resource and script file references now included to clarify customization and usage.
- Improved boundaries and compatibility notes for safer and clearer application.
元数据
常见问题
research-matrix-builder 是什么？
Build literature matrices from papers, notes, and abstracts to compare methods, data, findings, and research gaps. 它是一个面向 Claude Code / OpenClaw 的 AI Agent Skill 插件，目前累计下载 257 次。
如何安装 research-matrix-builder？
在 OpenClaw 或 Claude Code 对话框中运行命令「/install research-matrix-builder」即可一键安装，无需额外配置。
research-matrix-builder 是免费的吗？
是的，research-matrix-builder 完全免费，采用 MIT-0 许可证，可自由下载、安装和使用。
research-matrix-builder 支持哪些平台？
research-matrix-builder 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 research-matrix-builder？
由 vx：17605205782（@52yuanchangxing）开发并维护，当前版本 v1.0.0。
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