Individual skill
niulai
Master Academic Paper Polishing & Evidence-Preserving Rhetorical Guard Skill (牛来.skill). Synthesizes the empirical findings of AI peer-review research (120 papers, 4,200 variants, 42k reviews) with frontier LLM cognition insights. Applies Tier-1 rhetorical leverage (Evidence Framing & Confident Novelty Stance), enforces the strict GPT-5.6 Sol anti-AI syntax firewall (15-25 char sentences, zero nested "的", 50+ banned words purge, zero defensive self-sabotage), builds Claim-Evidence-Limit ledgers, and runs AST-level LaTeX structural guardrails. Use whenever polishing, refactoring, packaging, or auditing complete research manuscripts for top-tier conference/journal submissions.
paper-writing/niulai-paper-polish-main/SKILL.md
Source commit 9a4b2db21fc4b217136ae4a0e6faad42d179ca03
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- Observed behavior
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- Last checked
- Nov 7, 2026
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Repository context
- Repository stars (not skill ratings)
- 234
- Repository last updated
- Sep 18, 2026
- License
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- research Derived category
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Browse files
.gitignoreasset · 85 bytesLICENSEasset · 1,086 bytesREADME.mddoc · 8,958 bytesSKILL.mdcore · 8,330 bytesagents/openai.yamlasset · 270 bytesexamples/master-case-study.mddoc · 6,046 bytesreferences/anti-ai-syntax-firewall.mddoc · 4,780 bytesreferences/blind-evaluation.mddoc · 4,468 bytesreferences/claim-evidence-ledger.mddoc · 3,293 bytesreferences/methodology-six-pillars.mddoc · 6,012 bytesreferences/research-basis.mddoc · 2,143 bytesreferences/reviewer-rubric.mddoc · 1,843 bytesreferences/rhetorical-levers.mddoc · 3,105 bytesreferences/rhetorical-power-matrix.mddoc · 6,154 bytesscripts/latex_guard.pyruns · 18,002 bytes
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