Home / Skills / academic-reviser
academic-reviser
joshua-zyy/academic-paper-writerSkill
Self-review, audit, or verify CS/AI/ML paper drafts as a critical peer reviewer. Three-round review (evidence→argument→style) with Verification Status and debt tracking. Use when: reviewing a paper draft before submission, checking evidence compliance of claims, simulating peer reviewer feedback, verifying citation closure and evidence debts, performing cross-section consistency checks. Triggers on: self review, 自查, verification, 审稿, evidence compliance, peer review, 论文审查, draft audit, 验证论文, 检查引用, cross-section review, 审修, draft verification.
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-reviser joshua-zyy/academic-paper-writer · Skill | 53 | ★ 115 | ≈141 always | 1mo ago |
| 00-academic-router agentscope-ai/OpenJudge · Skill Same job: research & papers | 63 | ★ 881 | ≈25 always | 2mo ago |
| academic-deai heise3/academic-deai · Skill Same job: research & papers | 69 | ★ 155 | ≈45 always | 27d ago |
| academic-verify garrytan/gbrain · Skill Same job: research & papers | 85 | ★ 31k | ≈100 always | 16d ago |
| academic-plotting OpenRaiser/NanoResearch · Skill Same job: research & papers | 70 | ★ 1.3k | ≈98 always | 26d ago |
| academic-paper-polish Rylaispirit/rylai-codex-hermes-skills · Skill Same job: research & papers | 54 | ★ 59 | ≈43 always | 3mo ago |