This is a personal project management framework turned MCP server that maintains session state across different AI models. It works by hosting markdown handoff files and JSON state vectors in a GitHub repo, then pulling them into fresh sessions via raw URLs. The core workflow is ending a session by syncing state back to GitHub, then bootstrapping the next session (even with a different LLM) by reading BOOTSTRAP.md plus project-specific HANDOFF.md and STATE_VECTOR.json files. You'd use this if you're bouncing between Claude, GPT, and Gemini on the same codebase and want to skip the "here's what we did last time" preamble. The repo shows three active projects using the pattern, with a PowerShell sync script for Windows workflows.