CNKI AIGC Rewrite
Rewrites Chinese academic paragraphs flagged by CNKI's AI detector
Test report
- Verdict
- Tested · Works
- Score
- Tested
- Jul 29, 2026
- Environment
- Claude Code 2.x (agent harness)
- Upstream re-checked
- Jul 30, 2026 · 86511b5
⚠ This skill is no longer available upstream. Our re-check on Aug 10, 2026 couldn't find it any more (repo unreachable/deleted). The test below is what we measured on Jul 29, 2026 and we're leaving it up as a record — but there is nothing left to install, so we've removed the command.
Fed the same 296-character LLM-style Chinese economics paragraph to a plain rewrite and to the skill's workflow, then counted the features it claims to target. The plain rewrite changed wording only: all 10 template markers and all three parallel openers survived. The skill version removed every one of them, cut nominalisation chains from 4 to 1, widened sentence-length variance from 0.43 to 0.54, and left all six numbers, the t-statistic, citation [15] and the discipline terms untouched. What cannot be checked is the headline claim of dropping an AI rate from 20.6% to 10.1% — CNKI's detector is paid and login-walled, so the measurement here is on the linguistic features, not the detector score. The repo's examples/ folder is also empty placeholders despite the README linking two case files.
Scored on four weighted criteria — install, triggering, output vs. baseline, docs. How scoring works
- Installs cleanly 5/5
- Triggers reliably 4/5
- Output vs. baseline 7/10
- Docs & honesty 3/5
What CNKI AIGC Rewrite does
Rewrites paragraphs of Chinese academic writing that CNKI's AIGC detector flags as AI-generated, targeting the five syntactic patterns the detector keys on rather than swapping synonyms. Numbers, variable names, statistics, citation markers and discipline terms are held fixed while parallel structures, nominalisation chains and closing meta-discourse are rebuilt. Triggers when a user mentions CNKI AIGC checks, lowering an AI rate, or pastes a red-flagged thesis paragraph.
How to install CNKI AIGC Rewrite
Nothing to install: the source repository no longer has this skill. If the author brings it back, our daily re-check will pick it up and the command will reappear here.
Commands — how to trigger CNKI AIGC Rewrite
-
/cnki-aigc-rewriteRewrites Chinese academic paragraphs flagged by CNKI's AI detector
It also activates on plain-language prompts like these:
-
我这段论文被知网AIGC检测标红了,说是疑似AI生成的,麻烦帮我把这段话改写得不像AI写的 -
怎么才能把这篇毕业论文的知网AI率从百分之二十几降到百分之十以下,同时不改变里面的数据和引用 -
这是一段被知网标红的经济学论文文字,句式很像AI写的模板句,请帮我保留数字和引用重新组织语言表达
Frequently asked questions
- Is the CNKI AIGC Rewrite skill free?
- Yes. The skill itself is free from qingshanliuci/cnki-aigc---skill. SkillProof publishes the install command and an independent test verdict at no cost.
- Does CNKI AIGC Rewrite work with Claude Code?
- We tested it with Claude Code 2.x (agent harness) on Jul 29, 2026. Verdict: Tested · Works. Fed the same 296-character LLM-style Chinese economics paragraph to a plain rewrite and to the skill's workflow, then counted the features it claims to target. The plain rewrite changed wording only: all 10 template markers and all three parallel openers survived. The skill version removed every one of them, cut nominalisation chains from 4 to 1, widened sentence-length variance from 0.43 to 0.54, and left all six numbers, the t-statistic, citation [15] and the discipline terms untouched. What cannot be checked is the headline claim of dropping an AI rate from 20.6% to 10.1% — CNKI's detector is paid and login-walled, so the measurement here is on the linguistic features, not the detector score. The repo's examples/ folder is also empty placeholders despite the README linking two case files.
- What is the CNKI AIGC Rewrite SkillProof Score?
- 7.6/10 — installs cleanly 5/5, triggers reliably 4/5, output vs. baseline 7/10, docs & honesty 3/5.
- How do I install CNKI AIGC Rewrite?
- Copy the install command from this page, run it in your terminal, and restart Claude Code. Skills live in ~/.claude/skills/ (global) or .claude/skills/ inside a project.
- Can I use CNKI AIGC Rewrite with Cursor, Copilot, Gemini CLI, Codex or other AI tools?
- The SKILL.md format is native to Claude (Claude Code, Desktop, claude.ai). The instructions inside adapt to other assistants: Cursor rules, GitHub Copilot instructions, Windsurf rules, Custom GPTs, AGENTS.md for OpenAI Codex, and GEMINI.md for Google Gemini CLI — our conversion guides cover each, and the free converter on the tools page does the wrapping for you.