← Back to Skills Marketplace
research-matrix-builder
by
vx：17605205782
· GitHub ↗
· v1.0.0
· MIT-0
257
Downloads
0
Stars
1
Active Installs
1
Versions
Install in OpenClaw
/install research-matrix-builder
Description
Build literature matrices from papers, notes, and abstracts to compare methods, data, findings, and research gaps.
Usage Guidance
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.
Capability Analysis
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.
Capability Assessment
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.
How to Use
- Make sure OpenClaw is installed (local or Docker)
- Run the install command in chat:
/install research-matrix-builder - After installation, invoke the skill by name or use
/research-matrix-builder - Provide required inputs per the skill's parameter spec and get structured output
Version History
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.
Metadata
Frequently Asked Questions
What is research-matrix-builder?
Build literature matrices from papers, notes, and abstracts to compare methods, data, findings, and research gaps. It is an AI Agent Skill for Claude Code / OpenClaw, with 257 downloads so far.
How do I install research-matrix-builder?
Run "/install research-matrix-builder" in the OpenClaw or Claude Code chat to install it in one step — no extra setup required.
Is research-matrix-builder free?
Yes, research-matrix-builder is completely free, licensed under MIT-0. You can download, install and use it at no cost.
Which platforms does research-matrix-builder support?
research-matrix-builder is cross-platform and runs anywhere OpenClaw / Claude Code is available (cross-platform).
Who created research-matrix-builder?
It is built and maintained by vx：17605205782 (@52yuanchangxing); the current version is v1.0.0.
More Skills