spec-interview-research

Guide researchers through structured interviews to generate research specification files.

11|2|Updated May 29, 2025
One-click install
npx skills add https://github.com/yulonglin/dotfiles --skill spec-interview-research
Or copy as Structured Prompt for Agent▼
Please help me install this Agent Skill.
Skill: spec-interview-research
Source: https://github.com/yulonglin/dotfiles/tree/main/claude/local-marketplace/plugins/research-toolkit/skills/spec-interview-research
Command: npx skills add https://github.com/yulonglin/dotfiles --skill spec-interview-research

SYSTEM DOCUMENTATION & REQUIREMENTS

💡 This Skill includes references (resource) components.

What problem does it solve?

Collaborative interview-based process to develop rigorous research specifications for experiments by iteratively questioning hypotheses, variables, baselines, and resources before writing a complete spec.

Core Features & Use Cases

  • Structured interview workflow: guides users through 15 categories to elicit critical decisions.
  • Inline guidance & templates: references to research-interview-guide.md and research-spec-template.md to ensure reproducibility.
  • Spec generation & validation: outputs a draft specs/research-interview-<utc_date>.md based on interview responses and templates.

Quick Start

Initiate an interview session with the user and generate a complete research spec draft.

Frequently Asked Questions about spec-interview-research

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

FAQPage Schema
How do I create a rigorous research specification for experimental design?▼

To create a rigorous research specification, this Skill guides you through a structured interview process covering 15 categories to elicit critical decisions on hypotheses, variables, and baselines before generating a complete spec draft.

What is the best way to plan for reproducibility in research experiments?▼

Planning for reproducibility involves iteratively questioning resources and variables during project initiation. This interview-led process enforces a standardized flow and outputs a spec file integrating reproducibility templates.

How do I use interview guides to refine research hypotheses and variables?▼

You refine research hypotheses by initiating an interview session that references standardized templates like research-interview-guide.md. The Skill iteratively questions your variable selection and baseline choices to ensure experimental rigor.

Can I generate a reproducible spec file directly from an interview workflow?▼

Yes, you can generate a reproducible spec file directly from the interview workflow. The Skill validates your interview responses and outputs a draft markdown file under specs/research-interview-<utc_date>.md.

Does this structured interview process work without external dependencies?▼

Yes, the structured interview process works without external dependencies. It operates independently using inline guidance and references internal markdown templates to construct your research specifications.

When do I need a structured interview workflow for research specification creation?▼

You need a structured interview workflow during project initiation, hypothesis refinement, variable selection, and reproducibility planning. It is essential when collaborative decisions are required to develop rigorous experimental designs.