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Research Matrix Builder | Skills Pool

스킬 파일

Research Matrix Builder

Build literature matrices from papers, notes, and abstracts to compare methods, data, findings, and research gaps.

openclaw4,189 스타2026. 3. 14.

직업
카테고리: 학술

스킬 내용

Purpose

Build literature matrices from papers, notes, and abstracts to compare methods, data, findings, and research gaps.

Trigger phrases

文献矩阵
build a literature matrix
整理论文综述
research gap table
做研究对比表

Ask for these inputs

paper list or notes
research question
matrix dimensions
citation style if needed

Workflow

Normalize each source into the bundled matrix schema.
Extract problem, method, data, metric, result, limitation, and gap.
Cluster similar methods and contradictory findings.
Generate a matrix CSV and a narrative synthesis outline.
Keep missing fields explicit and cite where possible.

Output contract

관련 스킬

빠른 설치

Research Matrix Builder

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작성자: openclaw
스타: 4,189
업데이트: 2026. 3. 14.
직업

이 페이지의 내용

literature matrix CSV
thematic clusters
gap summary
review outline

Files in this skill

Script: {baseDir}/scripts/build_matrix.py
Resource: {baseDir}/resources/matrix_schema.csv

Operating rules

Be concrete and action-oriented.
Prefer preview / draft / simulation mode before destructive changes.
If information is missing, ask only for the minimum needed to proceed.
Never fabricate metrics, legal certainty, receipts, credentials, or evidence.
Keep assumptions explicit.

Suggested prompts

文献矩阵
build a literature matrix
整理论文综述

Use of script and resources

Use the bundled script when it helps the user produce a structured file, manifest, CSV, or first-pass draft. Use the resource file as the default schema, checklist, or preset when the user does not provide one.

Boundaries

This skill supports planning, structuring, and first-pass artifacts.
It should not claim that files were modified, messages were sent, or legal/financial decisions were finalized unless the user actually performed those actions.

Compatibility notes

Directory-based AgentSkills/OpenClaw skill.
Runtime dependency declared through metadata.openclaw.requires.
Helper script is local and auditable: scripts/build_matrix.py.
Bundled resource is local and referenced by the instructions: resources/matrix_schema.csv.

02

Trigger phrases

03Ask for these inputs

05Output contract

06Files in this skill

07Operating rules

08Suggested prompts

09Use of script and resources

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