proactive-agent

Local-first AI agent workbench for long-running projects: background work, built-in memory (no Docker), six web search services, MCP. macOS, Linux, Windows.

Turn DeepSeek Harness into a personal assistant: one chat that plans, delegates to background workers, reviews, and reports back.

Project page of the survey Always-On Personal Intelligence: A Roadmap Towards Continuing, Self-Evolving Loops. It covers always-on, proactive, and self-evolving personal AI assistants and LLM agents that sense, remember, and act on wearables and smart glasses, phones and computers, and home robots, and includes an interactive demo.

A Telegram companion that decides for itself when to reach out — or stay quiet. Model-led cadence with a code-enforced /quiet override. Claude Agent SDK, Codex, Agy, or Kimi backends, each on your existing CLI login.

A local-first proactive agent that reads authorized screen memory and work records, delegates tasks to Codex, and delivers finished results in the macOS Dynamic Island.

ProactiveAgent × DeepSeek Harness 插件组：把主动记忆 + 主动建议接入 DSH（6 个 cordis 插件，引擎零重写）

Warm cache and continuous presence for OpenClaw agents: session continuity, importance-tagged cache, gated proactive check-ins.

A personal agent that runs on your Mac — local-first, BYOK, zero dependencies, layered memory that forgets on purpose, proactive assistance, local-only screen awareness. (planned: computer use)