Reduce the AI-detection signature of academic prose and make it read like careful human writing, with no dependency on any other skill. It works across five dimensions — D1 sentence-length variation (长短句结合), D2 paragraph-structure variety, D3 information-density alternation, D4 connector control (removing 首先/其次/ 此外/值得注意的是 and other AI-frequent connectors), D5 term-context variation — at a light/medium/heavy tier, records every change in a humanizematrix.md, and verifies the result with a quantitative checker. Use whenever the user wants to de-AI text or lower an AI-detection rate, says 降AI率, 去AI腔, 去除AI痕迹, 这段太像AI改一下, 长短句结合, 学术润色降AI, "reduce AI detection", "humanize this draft", "make this sound less like ChatGPT", "vary the sentence length". Works on a whole paper or a single paragraph; called by research-to-paper-write as its final pass, or invoked directly on any text.
Install with
Claude CodeCodexCursorGitHub CopilotGemini CLI
Supported by the Atlas install prompt. Skill-specific requirements vary.
Skill stats
Skills1CategoryScience & researchStars0
About this skill
Reduce the AI-detection signature of academic prose and make it read like careful human writing, with no dependency on any other skill. It works across five dimensions — D1 sentence-length variation (长短句结合), D2 paragraph-structure variety, D3 information-density alternation, D4 connector control (removing 首先/其次/ 此外/值得注意的是 and other AI-frequent connectors), D5 term-context variation — at a light/medium/heavy tier, records every change in a humanizematrix.md, and verifies the result with a quantitative checker. Use whenever the user wants to de-AI text or lower an AI-detection rate, says 降AI率, 去AI腔, 去除AI痕迹, 这段太像AI改一下, 长短句结合, 学术润色降AI, "reduce AI detection", "humanize this draft", "make this sound less like ChatGPT", "vary the sentence length". Works on a whole paper or a single paragraph; called by research-to-paper-write as its final pass, or invoked directly on any text.
Quick start
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Reduce the AI-detection signature of academic prose and make it read like careful human writing, with no dependency on any other skill. It works across five dimensions — D1 sentence-length variation (长短句结合), D2 paragraph-structure variety, D3 information-density alternation, D4 connector control (removing 首先/其次/ 此外/值得注意的是 and other AI-frequent connectors), D5 term-context variation — at a light/medium/heavy tier, records every change in a humanize_matrix.md, and verifies the result with a quantitative checker. Use whenever the user wants to de-AI text or lower an AI-detection rate, says 降AI率, 去AI腔, 去除AI痕迹, 这段太像AI改一下, 长短句结合, 学术润色降AI, "reduce AI detection", "humanize this draft", "make this sound less like ChatGPT", "vary the sentence length". Works on a whole paper or a single paragraph; called by research-to-paper-write as its final pass, or invoked directly on any text.
About this listing
Category
Science & research
Reported license
MIT
Listing language (estimated)
English
Review status
Not individually reviewed
Agent compatibility
Atlas installation supports Claude Code, Codex, and Cursor. Skill-specific dependencies and features are checked during setup.
Claude Code
Codex
Cursor
GitHub Copilot
Gemini CLI