AI-powered grant proposal assistant for NIH, NSF, ERC, and more — from Specific Aims to budget justification.
npx clawhub@latest install grant-writingThe Grant Writing skill guides researchers and administrators through every stage of a competitive research grant proposal. It covers funding mechanism identification, Specific Aims drafting, Significance and Innovation framing, detailed Approach design, and budget justification — tailored to agency-specific formats including NIH (R01, R21, K awards), NSF CAREER, ERC grants, DOD programs, and private foundations. Whether you're writing a first submission or responding to reviewer critiques on a resubmission, this skill applies a rigorous, checklist-driven methodology to maximize competitiveness.
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Tailors proposal structure and language to the requirements of NIH, NSF, ERC, DOD, and private foundations. Accounts for page limits, formatting rules, and the specific review criteria used by each agency.
Produces a complete one-page Specific Aims document with an opening problem statement, knowledge-gap paragraph, 2–3 independent-yet-synergistic aims with hypotheses, and a closing impact statement.
Guides users through framing the burden and knowledge gap (Significance), articulating novelty relative to the state of the art (Innovation), and designing a rigorous aim-by-aim methodology with pitfalls and alternative strategies (Approach).
Generates line-item budget tables covering personnel (% effort and roles), equipment, supplies, travel, and subcontracts, with written justifications aligned to the proposed experiments. Handles both modular and detailed NIH budget formats.
Creates structured reviewer-response tables mapping each critique to a point-by-point response and a summary of changes made, helping researchers address reviewer concerns systematically for stronger resubmissions.
Applies a rigorous pre-submission checklist covering aim independence, preliminary data feasibility, pitfall identification, rigor and reproducibility (NIH requirement), broader impacts, and completeness of required sections and attachments.
A principal investigator drafting their first R01 uses this skill to structure the Specific Aims page, write the Research Strategy (Significance, Innovation, Approach), justify a modular budget, and verify the proposal against NIH review criteria before submission.
An early-career faculty member uses this skill to craft the research and educational components of an NSF CAREER proposal, articulate broader impacts, and align the narrative with NSF's merit review criteria.
A researcher who received a summary statement uses this skill to build a reviewer-response table, revise the proposal to address critiques, and strengthen preliminary data and alternative strategy sections.
A research administrator prepares a detailed budget justification for a multi-PI grant with subcontracts, using this skill to allocate personnel effort across sites and align every cost line with specific experimental aims.
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