v2.8.0 introduces Exploit Pattern RAG, a major upgrade to the AutoPoC generation engine.
Key Features
- Knowledge Base: Centralized repository for structured exploit patterns in
data/exploit_references/. (Standard-compliant JSON metadata). - Scoring Retriever: Multi-axis matching engine selecting best-fit patterns based on candidate-target alignment.
- Adaptation Engine: Prompts LLMs to adapt tactical patterns instead of raw code, reducing hallucination.
- Contamination Guard: Automatically detects and blocks target-specific artifact leaks from references into generated PoCs.
- User-Centric Documentation: Reorganized READMEs to emphasize practical use cases, unique advantages, and quick-start guides.
- Zero-Dependency Mandate: Restored pure Python stdlib compatibility by removing external YAML requirements.
See CHANGELOG.md for full details.