Individual skill
hwb-paper-aigc-auditor
Audit a HUAWEI Cup paper for AI-generation traces, template-like modeling, model stacking and fake improvement, producing a risk band, per-section evidence, model-authenticity classification and humanisation suggestions. Use at the final stage to locate sections that read as machine-generated so the team can rewrite them in its own voice and disclose AI use truthfully.
skills/论文自查类/hwb-paper-aigc-auditor/SKILL.md
Source commit 69cb436de5d71934e992f6384508fc15232dfd61
What was checked
- Matches the observed repository HEAD
- Yes
- Scanner rules are current
- No
- Repository scan complete
- No
- Skill scan complete
- Yes
- Observed behavior
- Not checked yet
- Last checked
- Nov 7, 2026
These are observations at the recorded commit, not a guarantee of safety. Review the source before running it.
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Repository context
- Repository stars (not skill ratings)
- 193
- Repository last updated
- Oct 20, 2026
- License
- Not available
Observed agent integration: No specific integration evidence. Standard SKILL.md installation does not imply verified compatibility.
Files and excerpt
File metadata and permitted, redacted excerpts come from the recorded scan. Source links are pinned to that commit.
Browse files
HWB数模论文AI痕迹审计完整Prompt.mddoc · 4,992 bytesINTEGRATION_SUMMARY.mddoc · 2,356 bytesQUICK_CHECK_CARD.mddoc · 2,430 bytesREADME.mddoc · 3,120 bytesSKILL.mdcore · 5,192 bytesagents/openai.yamlasset · 394 bytesreferences/audit-framework.mddoc · 4,842 bytesreferences/detector-integration.mddoc · 3,435 bytesreferences/humanizer-keywords.txtdoc · 3,108 bytesreferences/layer1-enhanced-detection.mddoc · 3,589 bytesreferences/models-zh.mddoc · 4,372 bytesreferences/nature-detector-integration.mddoc · 13,933 bytesreferences/patterns-zh.mddoc · 4,421 bytestemplates/HWB数模论文AI痕迹审计报告模板.htmlasset · 45,264 bytestemplates/HWB数模论文AI痕迹自查指南.htmlasset · 29,557 bytes
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