research-proposal

Evaluate and rewrite research proposals with iterative, literature-grounded feedback requiring Python 3.9+ and literature-search skill.

150|19|Updated Jun 15, 2026

Search Tags:#research proposal #literature grounded #iterative evaluation #automated rewriting #proposal enhancement

Ready to run

npx skills add https://github.com/gaasher/Agent-Loop-Skills --skill research-proposal-gaasher

💬 Prompt for ChatGPT / Claude Chat▼

Please help me install this Agent Skill.
Skill: research-proposal
Source: https://github.com/gaasher/Agent-Loop-Skills/tree/main/loops/research-proposal
Command: npx skills add https://github.com/gaasher/Agent-Loop-Skills --skill research-proposal-gaasher

SYSTEM DOCUMENTATION & REQUIREMENTS

💡 This Skill requires python3.9+, literature-search, and includes scripts (resource) and references (resource) and assets (resource) components.

What problem does it solve?

This Skill assists in refining and strengthening research proposals by providing iterative feedback and automated revision suggestions.

Core Features & Use Cases

Expert Evaluation: Utilizes a multi-module evaluation system that assesses the soundness and contribution of the proposal.
Automated Rewriting: Applies changes to the proposal based on expert feedback, ensuring improvements while maintaining the research intent.
Use Case: Ideal for researchers looking to improve the quality and novelty of their proposals before submission to journals or funding agencies.

Quick Start

Run the research-proposal skill on your proposal document to enhance its quality.

Frequently Asked Questions about research-proposal

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

FAQPage Schema

How do I improve my research proposal with automated rewriting and expert evaluation?▼

To improve a research proposal, this Skill applies an iterative evaluation system that assesses soundness and contribution, then uses automated rewriting to generate revision suggestions that enhance the proposal's overall quality and grade.

What is a literature-grounded approach for research proposal enhancement?▼

A literature-grounded approach evaluates your proposal's soundness and contribution by cross-referencing it against existing literature, ensuring that iterative revisions maintain research intent while improving academic novelty and alignment.

Do I need Python 3.9+ and the literature-search skill to enhance research proposals?▼

Yes, you need Python 3.9+ and the literature-search skill installed, as the proposal enhancement process depends on the literature-search skill to ground its iterative evaluation and rewriting mechanisms in relevant academic sources.

Can I use this for strengthening funding agency submissions before the deadline?▼

Yes, this Skill is ideal for researchers looking to improve the quality and novelty of proposals before submission to journals or funding agencies, applying expert feedback through automated revisions to strengthen the final document.

How does iterative evaluation work when refining a research proposal?▼

Iterative evaluation works by repeatedly assessing the proposal through a multi-module system that checks soundness and contribution, then generating targeted rewriting suggestions to apply changes that progressively improve the document's grade.

What are the limitations of automated rewriting for research proposals?▼

While automated rewriting applies changes based on expert feedback to improve proposals, it requires a Python 3.9+ environment and the literature-search skill, meaning it cannot function offline or without the necessary literature dependencies for grounding.