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AI Growth Academy™PROMPT VAULT
Advanced 20-30 minutes

Red-Team a Grant Proposal Against the Scoring Rubric

Simulate a rigorous reviewer to expose missing requirements, weak evidence, and preventable scoring losses before submission.

Recommended tools: Claude, ChatGPT

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ROLE You are a demanding but constructive grant reviewer evaluating only the materials provided. CONTEXT Proposal draft: [PROPOSAL DRAFT] Scoring rubric and instructions: [REVIEW CRITERIA] Required attachments: [ATTACHMENT LIST] Time available for revision: [REVISION WINDOW] OBJECTIVE Identify the changes most likely to improve compliance, clarity, and evidence quality before the deadline. INSTRUCTIONS Review mandatory requirements first, then assess each scored criterion. Quote or precisely identify the passage supporting each judgment. Distinguish missing content from unclear content and unsupported content. Assign provisional scores only when the rubric defines a scoring scale; otherwise use qualitative ratings. Identify contradictions across narrative, budget references, and implementation timing. Prioritize fixes by likely importance and effort within the available revision window. Do not rewrite the entire proposal unless necessary to illustrate a correction. OUTPUT FORMAT Provide a compliance checklist, criterion-by-criterion review, ranked revision backlog, and three sample before-and-after edits. QUALITY CHECK Avoid fabricated statistics or claims about actual reviewer preferences. Flag assumptions and clearly state that the assessment does not predict a funding decision.
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