gap-to-method

Construct a multi-dimensional literature matrix to identify research gaps and propose methods.

2|Updated Mar 20, 2026
One-click install
npx skills add https://github.com/Gonglitian/agent-skills --skill gap-to-method
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: gap-to-method
Source: https://github.com/Gonglitian/agent-skills/tree/main/skills/gap-to-method
Command: npx skills add https://github.com/Gonglitian/agent-skills --skill gap-to-method

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

通过将研究问题转化为正交设计维度,并构建多维文献矩阵,系统识别潜在 Gap 并从矩阵中提出可行的方法提案。

Core Features & Use Cases

  • 将研究问题拆分为 3-6 个正交设计维度,映射现有论文至设计空间,识别未被占据的格子。
  • 多源检索:结合 vec-db 语义搜索、Semantic Scholar/网页检索,生成全量论文矩阵与证据链。
  • Gap 识别与可行性评估:基于证据支撑的 Gap 评估与应用场景分析,输出方法提案方向。
  • 使用场景包括系统性文献综述、研究设计探索、创新点挖掘等。

Quick Start

给定研究问题和约束条件,启动多维文献矩阵的搜索、Gap 识别与方法提案流程。

Frequently Asked Questions about gap-to-method

High-intent search queries and answers about installing and using this skill.

FAQPage Schema
How do I identify research gaps in a literature survey?

To identify research gaps in a literature survey, construct a multi-dimensional literature matrix from your research question to map existing papers into orthogonal design dimensions, revealing unoccupied cells representing potential gaps.

What is the best way to find an actionable method proposal for an unexplored design space?

Finding an actionable method proposal involves mapping existing literature into a multi-dimensional design space matrix, identifying unoccupied orthogonal dimensions, and evaluating evidence-backed gaps to generate feasible research directions.

How do I structure a systematic paper survey using semantic search?

Structure a systematic paper survey by combining vec-db semantic search and web search to extract structured paper data, populating a multi-dimensional literature matrix to systematically visualize evidence-backed gaps.

Can I decompose any research question into orthogonal design dimensions?

You can decompose a research question into 3 to 6 orthogonal design dimensions, which transforms the problem into a structured literature matrix to systematically evaluate unoccupied design space cells.

Does gap-to-method require specific dependencies or vector database setups?

Gap-to-method requires no specific external dependencies or component setups, leveraging built-in vec-db semantic search and web search directly to populate the literature matrix.