grant application drafting assistant

The problem

Writing grant applications is a high-stakes manual process where missing a single funder requirement or miscalculating a budget line results in immediate rejection. Developers and project leads often struggle to map messy project facts to rigid assessment criteria while maintaining word count and evidence consistency.

What it does

• Extracts funder requirements into a structured compliance checklist including eligibility and word limits.
• Performs a rigorous gap analysis to identify unsupported claims or missing project data.
• Drafts narrative responses mapped directly to specific funder assessment criteria.
• Validates budget logic by cross-referencing costs against project activities and outcomes.
• Generates an evaluation framework, risk register, and a final submission readiness score.

Why this beats prompting it yourself

Generic prompts often hallucinate project details or ignore strict word limits. This skill enforces a structured auditing workflow that refuses to invent data, explicitly flagging evidence gaps and ensuring every budget line is justified by a project activity. It shifts the AI from a creative writer to a compliance-focused grant engineer.

Use cases

• Drafting complex government or private foundation grant applications from raw project notes.
• Auditing existing application drafts against new funder guidelines to ensure alignment.
• Building a project evidence base by identifying exactly what data is missing for a successful bid.
• Generating internal budget justifications and risk registers for project stakeholders.

Known limitations

Requires both project facts and funder guidelines to be provided upfront. It will not research funders or invent project data not found in the input.