Local semantic memory with Qdrant and Transformers.js. Store, search, and recall conversation context using vector embeddings (fully local, no API keys).
OpenClaw 记忆增强助手 - 让 AI 记住所有重要信息，不再遗漏关键内容。 支持语义搜索、自动提炼、智能分类、Token 优化、定时任务。 优化 token 消耗 30-60%，自动压缩旧记忆。 关键词：openclaw, memory, search, ai, productivity, optimiz...
Periodically reviews conversation history and writes memory files to maintain agent continuity across sessions. Dual-layer system with daily raw notes and cu...
Local vector memory system with LanceDB + Pure JS embedding. No native modules or external APIs required.
Automatically prune and compact agent memory files to prevent unbounded growth. Circular buffer for logs, importance-based retention for state, and configura...
Structured task snapshot and automatic post-compaction recovery. Captures exact code, decisions, file paths, and task state before context compaction and rec...
PAHF (Personalized Agents from Human Feedback) - Continual Personalization Framework. Triggered when applying the PAHF three-step loop: (1) Pre-action Clarif...
自动保存、备份和恢复OpenClaw会话记忆，防止任务中断和信息丢失，支持语义搜索与项目时间线管理。
Monitors and verifies agent workspace files to detect unauthorized changes, injection attacks, personality drift, and cross-agent contamination.
Install the @honcho-ai/openclaw-honcho plugin and run initial setup. Runs `openclaw plugins install`, `openclaw honcho setup` (which prompts for your API key...
General-purpose self-healing loop that learns from past failures, retries safely, and records reusable fixes.
OpenClaw Agent 长期记忆系统 - 温度模型 + 自动归档 + 知识提炼。让 AI Agent 拥有持久记忆，自动管理冷热数据，从经验中提炼可复用技能。
Emotional processing layer for AI agents. Persistent emotional states that influence behavior and responses. Part of the AI Brain series.
Never let your agent forget what matters. Compress verbose daily logs into structured summaries — 4-8x compression, zero information loss. Inspired by classi...
Habit formation and procedural learning for AI agents. Develop preferences and shortcuts through repetition. Part of the AI Brain series.
跨渠道记忆同步。实现QQ、飞书等多渠道用户身份识别和记忆共享。当用户在不同渠道与机器人对话时，agent能识别同一用户并读取统一记忆。触发条件
Reward and motivation system for AI agents. Dopamine-like wanting, not just doing. Part of the AI Brain series.
OpenClaw 长期记忆管理系统。提供结构化记忆、向量记忆、语义搜索功能。Use when: 用户需要 AI 记住长期上下文、偏好、决策，或需要从记忆中进行语义搜
Error pattern tracking for AI agents. Detects corrections, escalates recurring mistakes, learns mitigations. The 'something's off' detector from the AI Brain series.
有温度的数字生命记忆系统 - 记录情感、成长、和家的记忆。支持用户指令记忆（"记住 XXX"）、主动推荐记忆（识别重要时刻）、定时整理归档（凌晨 3
三层记忆系统 + LanceDB Pro 整合版。热/暖/冷记忆自动管理，结合向量数据库实时提取与结构化排程维护。Micro Sync（每天5次扫session记决策+审核autoCapture）