worksheet

Research paper summarization workflow with human review

A copyable worksheet for running this workflow safely with a human review gate.

how to use

Run it once, then improve it.

Copy the worksheet into Notion, Google Docs, Linear, or a plain text file. Fill it with sanitized examples only. After the first run, update the failure notes before sharing it with anyone else.

Human gate: Reviewer must verify each claim's source span before saving. LLM may not assign novelty, citation count, or topical importance.

Privacy: Do not feed unpublished, embargoed, or human-subjects data to a third-party LLM. Use a local model or redact.