Atlas / Skills / freedomintelligence / Research Grants

Research GrantsSAFE

skills/freedomintelligence/research-grants

The largest open-source medical AI skills library for OpenClaw🦞.

Verdict
SAFE
Grade
B
Trust score
89 /100
Version
—
Hosts
—
License
—
Stars
3,053
01

Overview

From the repository's own README, as read at the audited commit. Badges and raw HTML are left out.

Overview

Comprehensive skill for writing competitive research grant proposals focused on four major U.S. funding agencies:

  • NSF (National Science Foundation)
  • NIH (National Institutes of Health)
  • DOE (Department of Energy)
  • DARPA (Defense Advanced Research Projects Agency)

What This Skill Provides

Agency-Specific Guidance

Detailed reference materials for each funding agency including:

  • Mission and priorities
  • Review criteria and scoring
  • Proposal structure and page limits
  • Budget requirements
  • Submission processes
  • Tips for competitive applications

Core Components

  • Specific Aims Pages (NIH): Template and detailed guide for the critical 1-page aims page
  • Project Summaries (NSF): Template for the required Overview, Intellectual Merit, and Broader Impacts
  • Broader Impacts: Comprehensive strategies for NSF's equally-weighted review criterion
  • Budget Justification: Templates and examples for personnel, equipment, travel, and supplies
  • Review Criteria: Understanding what reviewers look for at each agency

Templates

Ready-to-use templates for:

  • NSF Project Summary
  • NIH Specific Aims Page
  • Budget Justifications
  • (Additional templates in development)

How to Use This Skill

Quick Start

When writing a grant proposal, specify the agency and grant type:

> Help me write an NSF proposal for computational biology research
> I need to draft NIH R01 Specific Aims for my cancer research project
> What should I include in a DOE ARPA-E concept paper?
> I'm applying for a DARPA program - help me structure the proposal

Detailed Guidance

For in-depth help on specific components:

> Help me write compelling broader impacts for my NSF proposal
> Review my NIH Specific Aims page
> What should I include in my budget justification?
> How do I respond to reviewer comments in an NIH resubmission?

Agency Comparison

> What are the key differences between
Read from source at commit 29f31a89230cOBSERVED · 2026-10-08
02

What it tells the agent

The instruction file, verbatim from the audited commit — this is the text the model reads, and the surface the audit's instruction layer examines. Quoted here so you can judge it without cloning anything.

---
name: research-grants
description: "Write competitive research proposals for NSF, NIH, DOE, and DARPA. Agency-specific formatting, review criteria, budget preparation, broader impacts, significance statements, innovation narratives, and compliance with submission requirements."
allowed-tools: [Read, Write, Edit, Bash]
---

# Research Grant Writing

## Overview

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), and DARPA (Defense Advanced Research Projects Agency) 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.

## When to Use This Skill

This skill should be used when:
- Writing research proposals for NSF, NIH, DOE, or DARPA programs
- Preparing project descriptions, specific aims, or technical narratives
- Developing broader impacts or significance statements
- Creating research timelines and milestone plans
- Preparing budget justifications and personnel allocation plans
- Responding to program solicitations or funding announcements
- Addressing reviewer comments in resubmissions
- Planning multi-institutional collaborative proposals
- Writing preliminary data or feasibility sections
- Preparing biosketches, CVs, or facilities descriptions

## Visual Enhancement with Scientific Schematics

**⚠️ MANDATORY: Every research grant proposal MUST include at least 1-2 AI-generated figures using the scientific-schematics skill.**

This is not optional. Grant proposals without visual elements are incomplete and less competitive. Before finalizing any document:
1. Generate at minimum ONE schematic or diagram (e.g., project timeline, methodology flowchart, or conceptual framework)
2. Prefer 2-3 figures for comprehensive proposals (research workflow, Gantt chart, preliminary data visualization)

**How to generate figures:**
- Use the **scientific-schematics** skill to generate AI-powered publication-quality diagrams
- Simply describe your desired diagram in natural language
- Nano Banana Pro will automatically generate, review, and refine the schematic

**How to generate schematics:**
```bash
python scripts/generate_schematic.py "your diagram description" -o figures/output.png
```

The AI will automatically:
- Create publication-quality images with proper formatting
- Review and refine through multiple iterations
- Ensure accessibility (colorblind-friendly, high contrast)
- Save outputs in the figures/ directory

**When to add schematics:**
- Research methodology and workflow diagrams
- Project timeline Gantt charts
- Conceptual framework illustrations
- System architecture diagrams (for technical proposals)
- Experimental design flowcharts
- Broader impacts activity diagrams
- Collaboration network diagrams
- Any complex concept that benefits from visualization

For detailed guidance on creating schematics, refer to the scientific-schematics skill documentation.

---

## Agency-Specific Overview

### NSF (National Science Foundation)
**Mission**: Promote the progress of science and advance national health, prosperity, and welfare

**Key Features**:
- Intellectual Merit + Broader Impacts (equally weighted)
- 15-page project description limit (most programs)
- Emphasis on education, diversity, and societal benefit
- Collaborative research encouraged
- Open data and open science emphasis
- Merit review process with panel + ad hoc reviewers

### NIH (National Institutes of Health)
**Mission**: Enhance health, lengthen life, and reduce illness and disability

**Key Features**:
- Specific Aims (1 page) + Research Strategy (12 pages for R01)
- Significance, Innovation, Approach as core review criteria
- Preliminary data typically required for R01s
- Emphasis on rigor, reproducibility, and clinical relevance
- Modular budgets ($250K increments) for most R01s
- Multiple resubmission opportunities

### DOE (Department of Energy)
**Mission**: Ensure America's security and prosperity through energy, environmental, and nuclear challenges

**Key Features**:
- Focus on energy, climate, computational science, basic energy sciences
- Often requires cost sharing or industry partnerships
- Emphasis on national laboratory collaboration
- Strong computational and experimental integration
- Energy innovation and commercialization pathways
- Varies by office (ARPA-E, Office of Science, EERE, etc.)

### DARPA (Defense Advanced Research Projects Agency)
**Mission**: Make pivotal investments in breakthrough technologies for national security

**Key Features**:
- High-risk, high-reward transformative research
- Focus on "DARPA-hard" problems (what if true, who cares)
- Emphasis on prototypes, demonstrations, and transition paths
- Often requires multiple phases (feasibility, development, demonstration)
- Strong project management and milestone tracking
- Teaming and collaboration often required
- Varies dramatically by program manager and BAA (Broad Agency Announcement)

## Core Components of Research Proposals

### 1. Executive Summary / Project Summary / Abstract

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**: 
- NSF: 1 page (Project Summary with separate Overview, Intellectual Merit, Broader Impacts)
- NIH: 30 lines (Project Summary/Abstract)
- DOE: Varies (typically 1 page)
- DARPA: Varies (often 1-2 pages)

**Essential Elements**:
- Clear statement of the problem or research questio
03

Trust audit

SAFEgrade B · trust 89/100 Nothing in the source contradicts what it says it does. Grade A is reserved for packages that have also passed the behavioural sandbox.

LayerWhat it checksResult
L0Provenance & inventoryPASS
L1Static analysis of the codeNA
L2Instruction surface (what it tells the agent)PASS
L3Class-specific surfacePASS
L4Behavioural (sandbox)SKIPPED

What the source does

Filesystem
none-observed
Network
none-observed
Shell
none-observed
Dependencies
pinned
Secrets in source
none-found

Findings (0)

No findings outside the package's declared scope.

Gates applied: no_behavioural_pass.

Audited 2026-10-08 · audit v0.4.1 · source sha 29f31a89230cfull audit observations/trust-audit/skill/freedomintelligence__research-grants.json · Report an issue / request a re-scan
04

Audit history

Every audit this skill has had.

DateSourceVerdictGradeScoreChange
2026-10-0829f31a89230cSAFEB89first audit
05

Questions

What does the Research Grants skill do?

The largest open-source medical AI skills library for OpenClaw🦞.

Is Research Grants safe to install?

The audit found nothing in the source that contradicts what it says it does, and graded it B (89/100). Grade A is held back for packages that have also passed a sandboxed behavioural run, which is why a clean skill reads B.

What can Research Grants access on my machine?

The audit observed no filesystem, network or shell use at all in its source.

How current is this page?

The grade is for one exact copy of the source (29f31a89230c), read on 2026-10-08. The repository is watched, and a new audit runs when it changes — this is the first audit.

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