Use cases

• Paste a summary of the current draft or section, plus the feedback you received.
• Add the original goal, rubric, audience, or acceptance criteria.
• Generate a prioritized revision plan with must-fix items, clarification questions, proof of done, and a targeted AI revision prompt.

Review notes

• Summarize confidential feedback instead of pasting restricted source text.
• When feedback conflicts, clarify it instead of letting AI average incompatible requests.
• For coursework, peer review, clients, or internal projects, follow the relevant AI-use and confidentiality rules first.

Local-first handling

This page is built as a browser utility. Inputs are processed in the page where possible, with no account requirement and no intentional upload step for the tool workflow.

Good fit

• Paste a summary of the current draft or section, plus the feedback you received.
• Add the original goal, rubric, audience, or acceptance criteria.
• Generate a prioritized revision plan with must-fix items, clarification questions, proof of done, and a targeted AI revision prompt.

Before copying results

• Summarize confidential feedback instead of pasting restricted source text.
• When feedback conflicts, clarify it instead of letting AI average incompatible requests.
• For coursework, peer review, clients, or internal projects, follow the relevant AI-use and confidentiality rules first.

Use a stricter workflow

If the context includes production secrets, customer records, private research material, or executable scripts, redact first and use a stricter human review workflow.