AIGC Detector Pro
Detect AI-writing tells in academic papers and rewrite them to read human
Test report
- Verdict
- Tested · Works
- Score
- 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-detectorDetect 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.