concept-development

Validate research concept drafts and assess novelty with reviewer-style critique.

11|4|Updated Nov 25, 2025
One-click install
npx skills add https://github.com/u9401066/med-paper-assistant --skill concept-development-u9401066
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: concept-development
Source: https://github.com/u9401066/med-paper-assistant/tree/main/.claude/skills/concept-development
Command: npx skills add https://github.com/u9401066/med-paper-assistant --skill concept-development-u9401066

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

This Skill helps researchers identify weaknesses in research concepts and validate novelty claims by providing incisive, reviewer-grade feedback and concrete remediation steps to strengthen manuscripts before submission.

Core Features & Use Cases

  • Reviewer-grade critique: Pinpoints likely reviewer objections, evidence gaps, and vague claims with direct questions and suggested fixes.
  • Novelty validation: Guides users to produce defendable novelty statements backed by literature search traces and reference synchronization.
  • Iterative support with CGU: Integrates deep-thinking and idea-generation tools to propose focused alternatives or augmentations when novelty is weak.
  • Use case: Validate a concept.md novelty statement for an ICU anesthesia trial and receive a prioritized checklist of required literature evidence and exact wording changes to fix reviewer concerns.

Quick Start

Ask the skill to validate the NOVELTY STATEMENT in my concept.md and provide three concrete fixes supported by literature search steps.

Frequently Asked Questions about concept-development

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

FAQPage Schema
How do I validate the novelty of a research concept before manuscript submission?

You can validate novelty by applying reviewer-style critique to your research concept draft, which pinpoints likely reviewer objections and generates concrete remediation steps backed by literature search guidance.

What is reviewer-style critique for research concept development?

Reviewer-style critique analyzes manuscript concept drafts to identify likely reviewer objections, evidence gaps, and vague claims, providing direct questions and suggested fixes to strengthen novelty statements.

How to fix weak novelty statements in medical research proposals?

Fix weak novelty statements by integrating deep-thinking and idea-generation tools to propose focused alternatives, requiring reference synchronization and evidence-backed literature search traces to support your claims.

Can I use this for pre-submission review of an ICU anesthesia trial concept.md?

Yes, it supports medical research proposals like ICU anesthesia trials by reviewing concept.md drafts, validating novelty statements, and providing a prioritized checklist of literature evidence and wording fixes.

Does literature validation require reference synchronization for novelty claims?

Yes, literature validation requires reference synchronization to ensure your novelty statements are backed by evidence-backed literature search traces, producing defendable claims for pre-submission review workflows.