Test the argument before polishing the sentences.
A stronger essay survives a reader who does not already agree with it. Use your assistant to reconstruct the argument, examine its support and identify where a revision would change more than the wording.
Illustrative request
Stress-test this essay. Find the strongest objection and the claims that need better evidence before editing the prose.
The assistant returns an argument map, concrete objections and an evidence checklist. It distinguishes factual problems from disputed interpretations or deliberate stylistic choices.
Illustrative scenario, not a live product result.Read the argument on its own terms
State the thesis and intended audience, then trace the main claims and the links between them. Check whether examples support the conclusion, a key term changes meaning or an important assumption is left unstated.
Give the counterargument a fair hearing
Develop the strongest relevant objection before proposing changes. Use source retrieval and research verification for factual claims, preserving the difference between a source’s findings and the essay’s interpretation. Order revisions by their effect on the argument.
- A thesis and claim map
- Counterarguments with specific passages
- Evidence gaps and prioritized revisions
How it runs
The workflow combines query, applied-reading and claim-verification methods in your agent. Provide the draft and sources; web checks require research access. Independent review can add another perspective when available, and saving a revision requires permission.
Keep the context. Move the work forward.
Connect your knowledge to the AI you already use. Find your starting point and make the next conversation count.