auto-paper-improvement-loop

Installation
SKILL.md

Auto Paper Improvement Loop: Review → Fix → Recompile

🔒 Do not wrap this skill in /loop, /schedule, or CronCreate. It already loops internally (review → fix → recompile) with its own round structure and a deliberate fresh-reviewer bias guard each round (no codex-reply). Re-asking it to "improve the paper" on a wall-clock timer produces no new signal — quality changes when the review changes, not when the clock ticks — and a timed re-run that also accepts its own output to decide when to stop crosses into self-acquittal (acceptance-gate.md). Schedule the external wait that precedes it, not the improvement loop. See shared-references/external-cadence.md.

Autonomously improve the paper at: $ARGUMENTS

Context

This skill is designed to run after Workflow 3 (/paper-plan/paper-figure/paper-write/paper-compile). It takes a compiled paper and iteratively improves it through external LLM review.

Installs
216
GitHub Stars
12.7K
First Seen
Mar 16, 2026
auto-paper-improvement-loop — wanshuiyin/auto-claude-code-research-in-sleep