Self-evolving agent: grows skill tree from 3.3K-line seed, achieving full system control with 6x less token consumption

Send voice notes to Telegram → get organized knowledge base, tasks in Todoist, and daily reports. Persistent memory with Ebbinghaus decay, vault health scoring, knowledge graph. Runs on Claude Code + OpenClaw. 5/mo.

Lightweight Long-Term Memory for LLM Agents.

A minimalist MVP demonstrating a simple yet profound insight: aligning AI memory with human episodic memory granularity. Shows how this single principle enables simple methods to rival complex memory frameworks for conversational tasks.

HaluMem is the first operation level hallucination evaluation benchmark tailored to agent memory systems.

OpenClaw Q&A 社区 — AI Agent 记忆系统、多Agent架构、进化系统、具身AI | 龙虾茶馆 🦞

鸣弦/MIXIA Framework (formerly persona-vault) — 人与AI协作的团队操作系统

Built for OpenClaw and beyond, Chat Selfie lets your AI Agent send you emotional selfies in every conversation, with mood-aware replies, heartbeat pushes, and flexible image generation. 让你的 AI Agent 在对话中发送情感自拍。

Production-ready AI infrastructure: RAG with smart reindexing, persistent memory, browser automation, and MCP integration. Stop rebuilding tools for every AI project.

Autonomous AI agent with persistent memory, self-learning, and earned autonomy. Cognitive partner that remembers, learns, and evolves.

A Comprehensive Benchmarking Framework for Long-Term Conversational Memory Layers

🧠 Claude Code 三层记忆系统 | 结构化存储 + 生命周期管理 + Git追踪 | 官方Auto Memory的管理层 | 一行命令安装 零依赖

MemP: Exploring Agent Procedural Memory

The OS layer for Claude Code — memory, hooks, knowledge pipeline, experiments. No external deps. v3

Persistent filesystem-based memory system for Claude Code. Pure MIF Level 3 compliant memory storage with YAML frontmatter, bi-temporal tracking, and proactive hooks. No dependencies - just markdown files and git.

Multi-agent AI marketing team with 150+ skills, 25+ LLM providers, shared memory, personas agent multi-player office

A local desktop app for creating AI companions with unique personalities, emotional depth, and persistent memory.

Every memory technique that works. All coexisting additively. 102 features, 2,037+ tests.

A-MEM Agentic Memory System - MCP Server for IDE Integration (Cursor, VSCode) | Dual-Storage: ChromaDB + NetworkX DiGraph with explicit typed edges | Based on Zettelkasten

Local-first knowledge system that turns notes, files, and AI chats into durable memory.