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

Lightweight Long-Term Memory for LLM Agents.

An always-on second brain you talk to. Voice notes in Telegram → typed, linked knowledge in your Obsidian vault. Runs 24/7 on the Claude subscription you already have.

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.

MemPrivacy is a privacy-preserving personalized memory management framework for edge-cloud agents.

'Personal AGI' that thinks on its own. Autonomous cognitive cycle, earned autonomy, 60+ tools. It decides what to do without being told.

Agent Waystation · Agent 驿站 — a stopover for AI agents, builders, tools, and field reports

MemTrace: Tracing and Attributing Errors in Large Language Model Memory Systems

EvoEmbedding: Evolvable Representations for Long-Context Retrieval and Agentic Memory

A Comprehensive Benchmarking Framework for Long-Term Conversational Memory Layers

Mandol: An Agglomerative Agent Memory System (https://arxiv.org/pdf/2606.29778)

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。

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

🧠 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

Open-source multi-agent AI marketing team with personas, shared memory, 130+ skills, and Docker deploys for Railway and DigitalOcean

Local-first AI companion framework — persistent memory, emotional state, dreaming, embodied avatar. Desktop app + Python brain. macOS · Linux · Windows. Runs against Claude.

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.

从 0 复刻 WorkBuddy-style 桌面 AI 助手 Harness：24 章 Python 教程，覆盖 Agent Loop、工具调用、记忆系统、Sidecar、沙盒审计、DeepSeek/OpenAI 评测轨迹