aigc-detect - Detect and refine AI-generated text
Detects AI-generated text with five engines, refines flagged content, trains models, generates data, and evaluates detection results.
Tags
Updated: 2026-10-03Capabilities
Typical Inputs
Typical Outputs
What this skill does
- Detect AI-generated text
- Batch-scan document directories
- Refine flagged paragraphs
- Train detection models
- Generate training data
- Evaluate detection datasets
- Report engine status
- Run toolkit tests
Inputs
- Document files
- Document directories
- JSONL evaluation datasets
- Training text samples
- API credentials
- Local model paths
Outputs
- Text detection reports
- JSON detection results
- HTML visualization reports
- Refined DOCX files
- Refined text files
- Evaluation metrics
- Engine status
- Test results
Requirements
- Toolkit project directory
- uv runtime
- Configured Python dependencies
- OpenAI-compatible API key for refinement
- Local HuggingFace model for local logprob