基于 L0/L1/L2 三层结构的分层记忆管理系统，大幅减少 Token 消耗。L0 节省 99% Token（摘要层），L1 节省 88%（概览层），L2 为完整内容。支持自动生成分层
多 agent 共享记忆与项目协作架构。支持项目状态隔离、知识库共享、跨项目搜索、版本控制、里程碑跟踪、周报和交接文档。适用于多个 agent 协作开发
文件化记忆与任务归档工作流。用户提到“不要依赖上下文/建立md档案/会话接力/清理上下文/长期任务持续交接”时使用：先建任务档案，再把关键信
Extract and store structured information from Feishu group messages, then query it and get AI-generated insights. Use when the user wants to: record what's b...
OpenViking 长期记忆系统。用于语义检索用户偏好、历史对话、重要信息等。当需要召回用户之前提到的信息、查找相关上下文时使用此 Skill。
Linux 系统级内存泄漏巡检：定时扫描所有进程内存，记录系统内存全景， 通过增长趋势分析识别异常进程，输出排查思路和可疑进程列表。 当用户提到
Automatically converts raw long conversations into structured, themed Markdown knowledge cards with source traceability, running incrementally and silently i...
自动记忆上传技能。每2条对话自动将重要信息保存到记忆文件。 使用场景：(1) 用户要求自动保存对话记忆，(2) 需要持续追踪对话上下文， (3) 希望自
Give your agent a searchable knowledge brain - semantic search, topic synthesis, and action tracking across your saved YouTube videos, articles, Reddit threads, X posts, and PDFs
自动记忆更新机制 — 提取对话、清理过期、优先级过滤、跨Agent共享、智能摘要、增量索引、定期提炼。解决 agent 跨 session 记忆丢失问题。
Install the @honcho-ai/openclaw-honcho plugin and run initial setup. Runs `openclaw plugins install`, `openclaw honcho setup` (which prompts for your API key...
Stop making the same mistakes — turn failures into patterns that prevent recurrence
Internal state awareness for AI agents. Energy, mood, and interoception. Part of the AI Brain series.
Manage and standardize trading decision records, extract lessons, and support history retrieval and comparison within the PAI trading system.
Automatically identify, merge, and clean duplicate or outdated entries in MEMORY.md to maintain concise, organized, and up-to-date information.
跨平台 Agent 长期记忆系统。分层上下文供给 + 温度模型 + Skill经验记忆 + 结构化存储 + 自动归档。三层存储：Markdown（人可读，QMD 可搜索）+ JSON（结构化）+ SQLite/FTS5（高性能全文搜索）。纯 Node.js 原生模块，零外部依赖。
OpenClaw + Ollama 中文记忆系统优化。诊断 FTS5 unicode61 中文分词 bug，优化搜索参数，自动维护记忆文件。命中率从 55% 提升到 100%。
PAHF (Personalized Agents from Human Feedback) - Continual Personalization Framework. Triggered when applying the PAHF three-step loop: (1) Pre-action Clarif...
Structured interview to discover personal facts and generate reusable, approved statements for proposals and cover letters. Creates personalized content for...
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索。
Optimization suite for OpenClaw agents to prevent token leaks and context bloat. Use when an agent needs to implement background task isolation (Cron) or a Reset & Summarize workflow (RAG).
High-performance temporary storage system using Redis. Supports namespaced keys (mema:*), TTL management, and JSON serialization for session context and API...
Automatically saves conversations daily with sensitive data redacted and supports fast keyword search across recent sessions.