{"repo":"tashfeenahmed/scallopbot","free":true,"listed":false,"github":"https://github.com/tashfeenahmed/scallopbot","clone":"git clone https://github.com/tashfeenahmed/scallopbot.git","description":"Bio-inspired cognitive architecture for personal AI agents. Memory lifecycle, dream consolidation, affect detection, self-reflection, spreading activation, proactive intelligence. 7 LLM providers, 9 channels, $0.06-0.10/day. OpenClaw-compatible.","language":"TypeScript","stars":31,"topics":["ai","anthropic","llm","openai","self-hosted","openclaw","agent-memory","bio-inspired","cognitive-architecture","memory-systems"],"license":"MIT","category":"ai-agents","readme_excerpt":"ScallopBot A bio-inspired cognitive architecture for personal AI agents. Bridging the cognition gap in OpenClaw-compatible agent systems. Read the Paper --- Open-source personal AI agents like OpenClaw excel at tool orchestration but lack genuine cognitive depth: no memory lifecycle, no self-reflection, no autonomous reasoning. ScallopBot addresses this cognition gap with a bio-inspired cognitive architecture that maintains full compatibility with the OpenClaw skill ecosystem. ScallopBot runs on your own server, routes each request to the cheapest model that can handle it, tracks every cent in real time, and fails over across 7 LLM providers automatically. It connects to Telegram, Discord, WhatsApp, Slack, Signal, Matrix, a CLI, and a REST/WebSocket API -- all from a single Node.js process. The architecture is validated against 30 research works from 2023--2026 across six domains (memory retrieval, lifecycle management, associative reasoning, sleep-inspired consolidation, affect modelling, and proactive intelligence). The full cognitive pipeline operates at an estimated $0.06--0.10 per day . Benchmark Results Evaluated on the LoCoMo long-conversation memory benchmark (1,049 QA items, 5 conversations, 138 sessions): Metric OpenClaw ScallopBot Improvement -------- :--------: :----------: :-----------: F1 0.38 0.48 +26% Exact Match 0.24 0.30 +25% F1 by question category: Category OpenClaw ScallopBot Delta ---------- :--------: :----------: :-----: Single-hop 0.14 0.20 +0.06 Temp","default_branch":null,"files":null,"tree":[],"storefront":"/r/tashfeenahmed","claimed":false,"request_supported":{"post":"https://gitbuyer.com/r/tashfeenahmed/scallopbot/request-supported","requests":0},"note":"indexed from public GitHub; nothing is for sale on this page. Clone it from GitHub. Paid listings live at /search."}