claude-paper-drill

Quality-driven feedback loop that pushes a paper draft toward genuinely strong A+ through two independent evaluator agents (Reviewer Simulator, Persuasion Analyst). Each round proposes concrete improvements; the main agent applies the best ones. The goal is not convergence but maximizing quality. Use when the user says 'feedback loop', 'evaluate paper', 'improve paper', 'A+ loop', or wants iterative quality improvement on a paper draft.

Finalize a paper draft for submission. Runs the full pre-submission QA pipeline: format audit, adversarial red-team attack, iterative quality improvement loop, optional LaTeX build, and final readiness report. Use when the user says 'finalize', 'prepare for submission', 'final check', 'last pass', or any variation of making a paper ready to submit. MUST be used before submitting a paper to any venue.