Ambient Context captures Mac work privately

The compelling idea is turning personal work history into a boring, portable file that agents can actually use. Its usefulness will depend on accessibility-tree coverage and whether users are comfortable granting an app broad permission to inspect focused windows.

• –Accessibility-based capture avoids screenshots, OCR, cloud processing, and unnecessary visual data.
• –Plain Markdown, URLs, paths, and an `AGENTS.md` give models useful grounding while keeping users in control.
• –Password-manager exclusions, secure-field skipping, secret scrubbing, and local-only operation make the privacy model unusually explicit.
• –Chromium, Electron, and GPU-rendered terminal apps can expose incomplete text, creating meaningful blind spots.
• –The project is early and unsigned, requiring macOS 14+, Apple Silicon, Node, Rust, and Xcode tools for a self-build.