project-continuity

Project memory for long-running AI work across agents, models, and sessions. Keep context, decisions, progress, and next steps in local project files.

Active state management for multi-agent coding — one versioned project brain (brain.klypix) over MCP

Идеи и предложения для разработчиков

AI长期记忆 / AI Long-Term Memory（脱敏双语版）

Resume the project, not the conversation — a local-first, repo-native handoff protocol for verified AI agent state, evidence, and exact next actions.

A local-first active context engine with a shared brain. Windows releases; open brain infrastructure at dahshanlabs/klypix-mcp.

An open protocol for recoverable AI-native project handoffs across machines and coding agents.

Project continuity layer for long-term AI collaboration. MIT-licensed architecture experiment.

Agent-agnostic teamwork handoff and resume skills with deterministic, secure project context payloads.

🧠 Enhance LLM architectures with a marker–vector memory layer for stable, long-horizon reasoning and improved user experience across sessions.

A repository-native protocol for project continuity, bounded context and resumable work.

OBS MCP / Obsidian MCP for project continuity, multi-session AI workflows, semantic code context, and token-aware startup.

Source-available public-preview surface for YIYUAN-ASSETS, a graph-first governed developer infrastructure substrate.

Lifecycle-aware Agent Skill for verified session closeout and portable handoffs across AI coding agents.

Open-source Windows desktop control center for EverOS memory search, sync, pipeline visibility, and Project Continuity integration.

Keep your personal and AI-assisted project notes clean, structured, and readable with a few plain-text files and the way you already think and speak.

Verified cross-OS project handoffs for Codex tasks and hosts.

Local, deterministic project-memory engine with a read-only Continuity Workbench.