research-scope

Define research scope with hypotheses, bias checks, and prior art references.

Updated Feb 27, 2026
One-click install
npx skills add https://github.com/danny0926/NLP-data-for-trading --skill research-scope
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: research-scope
Source: https://github.com/danny0926/NLP-data-for-trading/tree/main/.claude/skills/research-scope
Command: npx skills add https://github.com/danny0926/NLP-data-for-trading --skill research-scope

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

This skill helps researchers define and scope problems, articulate hypotheses, and outline boundaries to guide focused investigation and planning.

Core Features & Use Cases

  • Structured scoping: Clarify problems, hypotheses, deliverables, and success criteria to prevent scope creep.
  • Bias pre-check: Identify potential look-ahead or confirmation biases before proceeding.
  • Scope reporting: Produce a concise Scope Report that includes a research card, prior art references, and next steps.

Quick Start

Provide a Scope Report template for a new research topic by outlining the problem, hypothesis, and planned approach.

Frequently Asked Questions about research-scope

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

FAQPage Schema
What is a structured research scope and why do I need it before a literature review?

A structured research scope clarifies your problem, hypothesis, and boundaries to prevent scope creep. You need it before a literature review to ensure your investigation remains focused, guided by defined deliverables and success criteria.

How do I perform a bias pre-check when scoping a research project?

A bias pre-check identifies potential look-ahead or confirmation biases before you proceed with research. By checking these biases during scoping, you ensure your hypothesis generation and literature review remain objective and unskewed by prior assumptions.

Can I generate a formal scope report that includes prior art references and next steps?

Yes, you can produce a concise scope report that includes a research card, prior art references, and next steps. It uses web search for literature and internal notes for context to document your research boundaries and planned approach.

What is the best way to prevent scope creep during hypothesis generation and research planning?

The best way to prevent scope creep is applying structured scoping to clarify your deliverables and success criteria early. By defining boundaries and formulating a precise hypothesis, you constrain the research focus and avoid unstructured expansion.

Does internal scoping work with web search literature for prior art review?

Internal scoping works with web search literature by combining internal notes for context with external web search results. This integration allows you to conduct a thorough prior art review and ground your hypothesis in existing literature references.