A private summarization runtime for web, files, video, and research memory.
This fork keeps upstream Summarize useful while making the local path visible: localhost model probes, language-aware local routing, local-only privacy posture, side-panel status, and durable research-memory docs.


- 84.77% measured statement coverage
- 127.0.0.1 daemon boundary
- Chrome + Firefox side panel
- Local runtime probe and Mac-first onboarding for llama.cpp and Ollama.
- Language-aware local routing for English, Traditional Chinese, bilingual, and fallback models.
- Durable research-memory direction with local artifacts, run history, and NotebookLM export docs.
- Video slide extraction remains first-class: screenshots, OCR, transcripts, and timestamped cards.

