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auto-paper-improvement-loop
wanshuiyin/Auto-claude-code-research-in-sleepSkill
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.
Why this score
This repo hosts 10 skills, so its 17,731 stars are split between them (about 1,773 each) for scoring.
Popularity score: 83/100 from public GitHub signals only. It shows how widely used and maintained this is, not how well it works. Not included yet: the fake-star check. The security scan is shown separately and doesn't change the score. How we rank
Security
Scanned Oct 20, 2026 at commit 43a5daf6f8a2, with Cisco's open-source skill-scanner.
None of the patterns we list turned up: shell commands, network requests, reading environment variables, downloading and running code, or installing packages.
A scan lists patterns in the code. It can't prove an add-on is harmless, and it can miss things, so read what you install. How we scan
Alternatives
Other makers' add-ons that do the same job, next to this one.
| Name | Score | Stars | Context | Updated |
|---|---|---|---|---|
| This oneauto-paper-improvement-loop wanshuiyin/Auto-claude-code-research-in-sleep · Skill | 83 | ★ 18k | ≈67 always | 16d ago |
| auto-loop claude-world/director-mode-lite · Skill Both about auto and loop | 49 | ★ 80 | ≈25 always | 2mo ago |
| paper-write xstongxue/best-skills · Skill Both about paper | 68 | ★ 3.0k | ≈50 always | 2mo ago |
| paper-verification fcakyon/phd-skills · Skill Both about paper | 64 | ★ 424 | ≈22 always | 24d ago |
| paper-video-cover yhbcode000/paper-share-skills · Skill Both about paper | 52 | ★ 45 | ≈23 always | 3mo ago |
| coverage-loop fallow-rs/fallow · Skill Both about loop and iteratively | 71 | ★ 5.2k | ≈40 always | 16d ago |