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Achievement: StarstruckAchievement: Pair Extraordinairex4

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ascottbell/README.md

Hi, I'm Adam

I build AI systems that remember, learn, and act.

What I'm working on

Doris — A personal AI assistant that monitors your world, remembers your life, and acts before you ask. She reads email, watches calendars, learns from feedback, and handles things proactively. Runs on Claude, OpenAI, or Ollama. Connects via Telegram, Discord, iMessage, or webhooks.

maasv — The cognition layer that powers Doris. Memory lifecycle engine for AI agents with 3-signal retrieval (vector + BM25 + knowledge graph), entity extraction, sleep-time compute, and active forgetting. Available on PyPI.

Doris is the assistant. maasv is the brain. I built the brain first, then realized other people's agents need one too.

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  1. doris doris Public

    A personal AI assistant framework with proactive intelligence, multi-provider LLM support, and memory-driven context

    Python 6 6

  2. maasv maasv Public

    Memory Architecture as a Service — cognition layer for AI assistants. 3-signal retrieval, knowledge graphs, memory lifecycle.

    Python 12 6

  3. ascottbell ascottbell Public

    Profile README

  4. openclaw-maasv openclaw-maasv Public

    OpenClaw memory plugin powered by maasv — cognition layer with knowledge graph, lifecycle management, and experiential learning

    TypeScript 2