Claude Code
Codex
Cursor
GitHub Copilot
Gemini CLIAbout this skill
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.
Quick start
- Copy the install prompt. Use the green button above this README.
- Send it to your agent. Paste it into your coding agent’s chat and send.
- Review the setup. Your agent checks the skill’s instructions, requirements, and installation scope.
Review, license & listing details
This is an imported listing. We haven’t certified its safety, license, or compatibility. Skills may include executable scripts.
Only SKILL.md was scanned. Supporting files and scripts were not checked. No safety grade has been assigned.
0 potential findings · Scanned 11/4/2026 · Scanner 0.2.1
Content SHA-256: 60c0dfe30fd82d1fbc5ae46da1252bfdc93c08410613a25915b3bb5bfd2f583a
About this listing
- Category
- Science & research
- Reported license
- Not specified
- Listing language (estimated)
- English
- Review status
- Not individually reviewed
- Agent compatibility
- Atlas installation supports Claude Code, Codex, and Cursor. Skill-specific dependencies and features are checked during setup.