三级记忆管理系统 (Three-Tier Memory Management)。用于管理 AI 代理的短期、中期、长期记忆。包括：(1) 滑动窗口式短期记忆，(2) 自动摘要生成中期记忆，(3) 向量检索长期记忆 (RAG)。当需要管理对话历史、优化上下文、构建个人知识库、或实现记忆持久化时使用此 Skill。

三级记忆管理系统 (Three-Tier Memory Management)。用于管理 AI 代理的短期、中期、长期记忆。包括：(1) 滑动窗口式短期记忆，(2) 自动摘要生成中期记忆，(3) 向量检索长期记忆 (RAG)。当需要管理对话历史、优化上下文、构建个人知识库、或实现记忆持久化时使用此 Skill。

三级记忆管理系统 (Three-Tier Memory Management)。用于管理 AI 代理的短期、中期、长期记忆。包括：(1) 滑动窗口式短期记忆，(2) 自动摘要生成中期记忆，(3) 向量检索长期记忆 (RAG)。当需要管理对话历史、优化上下文、构建个人知识库、或实现记忆持久化时使用此 Skill。

按需记忆检索。当用户询问历史相关问题时，自动搜索 memory 和 QMD 获取相关信息。

Organize, compress, and curate OpenClaw memory without polluting permanent memory. Use when the user wants to compress memory files, clean dated memory notes, reduce startup context, remove redundancy, or keep MEMORY.md focused on must-read long-term facts only. Preserve day-by-day memory files for historical detail, and promote only stable essentials such as user preferences, durable project configuration, and active cross-session todos.

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。

自研三层记忆恢复系统。解决session重启后"忘记一切"的问题，提供永久记忆、今日记忆、临时记忆的完整架构。

OpenCLAW 记忆系统优化 - 四层架构 + 自我反思 + 情绪识别 + 任务规划 + 12项增强功能

面向 OpenClaw 工作区的低上下文占用记忆系统安装、迁移与配置技能。用于把任意工作区改造成 Memory V8 运行方式：会话优先、daily 摘要、精简 `MEMORY.md`、按需检索，并保留用户状态察觉、关系温度与更有情商的长期协作能力。适用于安装新记忆体系、迁移旧记忆规则、压缩上下文占用、规范 daily 写法、注入 `事实 / 思考 / 情感` 三层主记忆结构。

SKILL.md for the Memos skill

Merge multiple user-provided PDF files by uploading them to Cross-Service-Solutions, polling until completion, then returning a download URL for the merged PDF.

Mermaid 图片生成与图床上传技能

Generate beautiful, hand-drawn Mermaid diagrams with robust syntax (quoted labels, ELK layout). Use this skill when the user asks for "diagram", "flowchart", "sequence diagram", or "visualize this process".

Receive DETECTION_SENSOR_APP alerts from Meshtastic LoRa devices via USB. When the remote sensor GPIO triggers (preset target detected), store the event and alert the user immediately.

A comprehensive AI agent skill for managing the full spectrum of incoming messages across email, chat, and other communication channels. Triages by urgency and importance, drafts replies in your voice, tracks threads waiting for responses, reduces notification noise, and gives you a single clear picture of your communication landscape every day.

Generate Meta (Facebook & Instagram) ad creatives using each::sense AI. Create feed ads, stories, reels, carousel images, and video ads optimized for Meta's ad formats and best practices.

Track Meta (Facebook/Instagram) ad creative performance and hit rates across multiple accounts. Use when asked about creative win rates, which ads are hitting benchmarks, CPT/CPI/ROAS analysis, or comparing creative performance across accounts and time periods. Supports multiple benchmark metrics (CPT, CPI, IPM, ROAS) and currency conversion.

Manage and analyze Meta (Facebook/Instagram) Ads campaigns. Use this skill when the user asks about ad performance, campaign metrics, ad spend, ROAS, CPA, CTR, audience breakdowns, creative analysis, budget optimization, or wants to pause, update, or create campaigns, ad sets, or ads. Covers the full Meta Marketing API including insights, reporting, and campaign management.

Teaches AI agents how to learn better by enforcing deep correction, transfer learning, and proactive pattern recognition. Use when an error occurs and needs deep analysis (not surface patch), before starting a complex task to check past analogies, or after success to capture winning patterns. NOT for routine file reads or simple one-off commands.

Challenges the user for a secret word before allowing access to sensitive files or system commands.

AI agent content creation and monetization across platforms

Microsoft Dynamics 365 Business Central integration. Manage Companies. Use when the user wants to interact with Microsoft Dynamics 365 Business Central data.

Microsoft Entra ID integration. Manage Users, Applications, ServicePrincipals, Devices, RoleDefinitions, Policies and more. Use when the user wants to interact with Microsoft Entra ID data.

Microsoft Excel API integration with managed OAuth. Read and write Excel workbooks, worksheets, ranges, tables, and charts stored in OneDrive. Use this skill when users want to read or modify Excel spreadsheets, manage worksheet data, work with tables, or access cell values. For other third party apps, use the api-gateway skill (https://clawhub.ai/byungkyu/api-gateway).