Auto Paper Improvement Loop | Agent Skills Atlas

About this skill

Autonomously improve a generated paper via Gemini review through gemini-review MCP → implement fixes → recompile, for 2 rounds. Use when user says \"改论文\", \"improve paper\", \"论文润色循环\", \"auto improve\", or wants to iteratively polish a generated paper.

Quick start

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Installation guide →

Review, license & listing details

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Automated security scan: Partial

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0 potential findings · Scanned 11/4/2026 · Scanner 0.2.1

Content SHA-256: f5e5d56480db4a8da1df535c5b20e3e19e6edcce855b7dc3d3d89954e09e1fd8

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Original listing metadata

Original name

auto-paper-improvement-loop

Original description

About this listing

Category: Science & research
Reported license: MIT
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.