LQF_Machine_Learning_E…
LQF Machine Learning Expert Guide - Routed skill for ML/Statistical Modeling with Critical Discussion Mode. Triggers on: machine learning, modeling,…
Write competitive research proposals for NSF, NIH, DOE, DARPA, and Taiwan NSTC. Agency-specific formatting, review criteria, budget preparation, broader impacts, significance statements, innovation narratives, and compliance with submission requirements.
$ npx -y skills add foryourhealth111-pixel/Vibe-Skills --skill research-grants --agent claude-codeHow it fires
How this skill gets triggered: by you, by Claude, or both.
/research-grantsContext preview
The summary Claude sees to decide when to auto-load this skill.
Write competitive research proposals for NSF, NIH, DOE, DARPA, and Taiwan NSTC. Agency-specific formatting, review criteria, budget preparation, broader impacts, significance statements, innovation narratives, and compliance with submission requirements.
name: research-grants
description: Write competitive research proposals for NSF, NIH, DOE, DARPA, and Taiwan NSTC. Agency-specific formatting, review criteria, budget preparation, broader impacts, significance statements, innovation narratives, and compliance with submission requirements.
allowed-tools: Read Write Edit Bash
license: MIT license
metadata:
skill-author: K-Dense Inc.Research grant writing is the process of developing competitive funding proposals for federal agencies and foundations. Master agency-specific requirements, review criteria, narrative structure, budget preparation, and compliance for NSF (National Science Foundation), NIH (National Institutes of Health), DOE (Department of Energy), DARPA (Defense Advanced Research Projects Agency), and Taiwan's NSTC (National Science and Technology Council) submissions.
**Critical Principle: Grants are persuasive documents that must simultaneously demonstrate scientific rigor, innovation, feasibility, and broader impact.** Each agency has distinct priorities, review criteria, formatting requirements, and strategic goals that must be addressed.
This skill should be used when:
Grant proposals often benefit from clear visual elements, but visuals are outputs of the grant-writing task rather than a required secondary skill route.
Use visuals when they strengthen the proposal:
Do not require a separate helper expert before the grant proposal can be considered complete.
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**Mission**: Promote the progress of science and advance national health, prosperity, and welfare
**Key Features**:
**Mission**: Enhance health, lengthen life, and reduce illness and disability
**Key Features**:
**Mission**: Ensure America's security and prosperity through energy, environmental, and nuclear challenges
**Key Features**:
**Mission**: Make pivotal investments in breakthrough technologies for national security
**Key Features**:
**Mission**: Advance scientific breakthrough, industrial application, and societal impact in Taiwan.
**Key Features**:
Every proposal needs a concise overview that communicates the essential elements of the research to both technical reviewers and program officers.
**Purpose**: Provide a standalone summary that captures the research vision, significance, and approach
**Length**:
**Essential Elements**:
**Writing Strategy**:
Intelligent Skill routing and workflow orchestration for AI agents — +21.12 pp reward, −29.6% tokens on SkillsBench with DeepSeekV4Flash-VE.
Repo: foryourhealth111-pixel/Vibe-Skills
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