AIGC Detector Pro

Detect AI-writing tells in academic papers and rewrite them to read human

Tested · Works

Test report

Verdict
Tested · Works
Score
8.4/10
Tested
Jul 17, 2026
Environment
Claude Code 2.x (agent harness)
Upstream re-checked
Aug 10, 2026 · 0ce4899

Ran the bundled docx_io.py round-trip live: it read a .docx, replaced one flagged paragraph from stdin, and preserved the rest, so the core edit mechanic works. On a real rewrite test the skill beat a plain no-skill rewrite exactly where AI detectors look: the baseline only swapped synonyms (sentence-length stdev 3.6, zero concrete figures), while the skill's seven techniques lifted burstiness to 8.5 and injected concrete data plus a limitations caveat. Its headline 'AIGC risk XX%' figures are uncalibrated model-guesswork and thesis mode was not exercised, but the detect-and-rewrite loop measurably improves the burstiness and concreteness axes that perplexity classifiers key on.

Scored on four weighted criteria — install, triggering, output vs. baseline, docs. How scoring works

  • Installs cleanly 5/5
  • Triggers reliably 5/5
  • Output vs. baseline 7/10
  • Docs & honesty 4/5

What AIGC Detector Pro does

Bilingual (Chinese/English) academic-writing assistant that scores a paper across five AI-writing dimensions, produces a paragraph-level detection report, and rewrites high-risk passages using seven de-AI techniques; it also has a thesis-drafting mode. Works on .docx via a bundled python-docx helper. Triggers on prompts like 'analyze this paper for AI-generated content', 'rewrite to lower the AI rate', or 降低AI率.

How to install AIGC Detector Pro

git clone https://github.com/free-revalution/AIGC-Detector-Pro.git
mkdir -p ~/.claude/skills
cd AIGC-Detector-Pro && cp -r .claude/skills/aigc-detector ~/.claude/skills/aigc-detector

Skills live in ~/.claude/skills/ (global) or .claude/skills/ (per-project). Restart Claude Code after installing.

Commands — how to trigger AIGC Detector Pro

  • /aigc-detector Detect AI-writing tells in academic papers and rewrite them to read human

It also activates on plain-language prompts like these:

  • Analyze this paper for AI-generated writing tells and score the risk.
  • Rewrite this flagged paragraph so it reads less like AI-generated text.
  • Help me lower the AI-detection rate on my thesis draft before I submit it.

Frequently asked questions

Is the AIGC Detector Pro skill free?
Yes. The skill itself is free from free-revalution/AIGC-Detector-Pro. SkillProof publishes the install command and an independent test verdict at no cost.
Does AIGC Detector Pro work with Claude Code?
We tested it with Claude Code 2.x (agent harness) on Jul 17, 2026. Verdict: Tested · Works. Ran the bundled docx_io.py round-trip live: it read a .docx, replaced one flagged paragraph from stdin, and preserved the rest, so the core edit mechanic works. On a real rewrite test the skill beat a plain no-skill rewrite exactly where AI detectors look: the baseline only swapped synonyms (sentence-length stdev 3.6, zero concrete figures), while the skill's seven techniques lifted burstiness to 8.5 and injected concrete data plus a limitations caveat. Its headline 'AIGC risk XX%' figures are uncalibrated model-guesswork and thesis mode was not exercised, but the detect-and-rewrite loop measurably improves the burstiness and concreteness axes that perplexity classifiers key on.
What is the AIGC Detector Pro SkillProof Score?
8.4/10 — installs cleanly 5/5, triggers reliably 5/5, output vs. baseline 7/10, docs & honesty 4/5.
How do I install AIGC Detector Pro?
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 AIGC Detector Pro 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.