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academic-polishing
joshua-zyy/academic-paper-writerSkill
Polish academic prose, de-AI-ify text, control claim strength, or rewrite method sections for CS/AI/ML papers. Executes Prose Quality Gate, Claim Strength Audit, and de-AI pass. Use when: removing AI writing patterns from paper text, adjusting claim strength to match evidence level, rewriting method sections with proper narrative flow, improving academic writing quality, checking for overclaiming. Triggers on: 润色, polish, improve writing, 去AI, de-AI, claim strength, 改写, rewrite method, prose quality, 降级表述, remove AI patterns, academic writing polish, 学术润色, 去AI化, 降级结论, improve prose.
Why this score
This repo hosts 8 skills, so its 115 stars are split between them (about 14 each) for scoring.
Popularity score: 53/100 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 6fceefd7fd9e, 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 oneacademic-polishing joshua-zyy/academic-paper-writer · Skill | 53 | ★ 115 | ≈152 always | 1mo ago |
| sci-ssci-polishing Yila-AI/awesome-research-skills · Skill Same job: research & papers | 55 | ★ 138 | ≈56 always | 2mo ago |
| academic-deai heise3/academic-deai · Skill Same job: research & papers | 69 | ★ 155 | ≈45 always | 27d ago |
| 00-academic-router agentscope-ai/OpenJudge · Skill Same job: research & papers | 63 | ★ 881 | ≈25 always | 2mo ago |
| academic-paper-polish Rylaispirit/rylai-codex-hermes-skills · Skill Same job: research & papers | 54 | ★ 59 | ≈43 always | 3mo ago |
| academic-plotting OpenRaiser/NanoResearch · Skill Same job: research & papers | 70 | ★ 1.3k | ≈98 always | 26d ago |