auto-paper-improvement-loop

Autonomously improve a generated paper via GPT-6-Astra xhigh review → 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.

Install

KitScout test notes

Not tested by KitScout yet. When our harness runs it, pros, cons and the tasks we tried appear here, with the date and evidence.

Similar tools

• reverse-engineer-anything 456,474 ★
  Reverse engineer native, managed, Electron/JavaScript, packaged, firmware, and browser targets with REA, and b
• mattpocock-skills 323,337 ★
  Matt Pocock's agent skills for real engineering — grilling, spec/ticket flows, TDD, code review, domain modell
• scaffold-exercises 323,337 ★
  Create exercise directory structures with sections, problems, solutions, and explainers that pass linting. Use
• wait-what 323,337 ★
  Stop. That last message did not land: re-pitch it.
• template-skill 194,218 ★
  Replace with description of the skill and when Claude should use it.