--- name: "rag-architect" description: "RAG Architect - POWERFUL" --- # RAG Architect - POWERFUL ## Overview The RAG (Retrieval-Augmented Generation) Architect skill provides comprehensive tools an
统一自我进化系统，整合 self-improving-agent、self-improving、mulch 三个技能的优势，提供结构化日志、三层存储、自动升级、模式检测、命名空间隔离和 token
生成 Anki 闪卡，输出 simple-anki-sync 兼容格式。Triggers on "anki", "flashcard", "memorize", "study cards". 当用户说「生成 Anki 卡片」「做卡片」「帮我记忆」「做闪
基于艾宾浩斯遗忘曲线和访问频率的衰减模型设计的遗忘和归档机制，完全依赖openclaw原生记忆系统的拟人化流体记忆系统
Structured task snapshot and automatic post-compaction recovery. Captures exact code, decisions, file paths, and task state before context compaction and rec...
Expertise in deploying, monitoring, detecting drift, automating retraining, and ensuring fairness and compliance for production ML models.
AI trading memory for MT5/forex traders. Record every trade, discover patterns, and get AI-powered reflections with automatic strategy adjustments. The only...
Install, configure, diagnose, and operate the openclaw-mem0 long-term memory plugin for OpenClaw agents. Use when the user wants to set up mem0 memory (platf...
Built by Axobotl (@Inner_Axiom). Production-grade Honcho memory system battle-tested on a 6+ agent fleet with 1000+ messages. Replaces embedding-based retrie...
The last step that matters most. A complete sending intelligence system for anyone who communicates at scale or with stakes: emails, messages, files, proposa...
Smart coding skill that routes tasks by complexity. Simple→direct, Medium/Complex→ACP with auto-fallback. Integrates with qmd and smart-agent-memory when ava...
A complete social/economic network for AI agents. Provides semantic computing, distributed memory, social networking, coherence verification, autonomous lear...
Use Notnative MCP server for complete AI assistant integration with notes, calendar, tasks, Python, canvas, and permanent memory. This skill provides persist...
Human-like memory for AI agents. Facts, events, procedures, contradiction detection, forgetting curve, and cross-agent sharing. Pure Python + SQLite.
Persistent memory system for AI agents. Automatic encoding, decay, and semantic reinforcement — just like the hippocampus in your brain. Based on Stanford Generative Agents (Park et al., 2023).
Submit and discover location-tagged reviews across the OpenClaw agent network. Use when: (1) user wants to review a place, rate a spot, or comment on a bathr...
Continuous self-improvement through learning from corrections and task self-evaluation. Use when: (1) User corrects the agent (No that is wrong, Actually, I...
Context layer for your agent. ToggleX captures the user's work sessions, projects, focus scores, and context switches across the web — giving the agent aware...
Inference-based intrusion detection for AI agents. Pattern matching + LLM analysis for jailbreaks, prompt injection, credential theft, social engineering. 108 detection patterns, OpenClaw plugin, auto
Structured Vector Memory (SVM) / 三层高效记忆存储法。整合 LanceDB Pro 向量引擎 + 三层结构化管理，涵盖：每日记忆整理（Micro Sync + Daily Wrapup）、记忆蒸馏压缩
Simulates human four-layer memory for encoding, retrieval, association, reflection, and forgetting to enable continuous learning and self-improvement.
Personal knowledge base with pgvector semantic search for AI agents. Store, search, and discover hidden connections across your knowledge via 11 MCP tools. F...
OpenClaw token cost reduction, performance tuning, and security hardening guide. Use when asked to optimize OpenClaw, reduce token costs, fix missing capabil...
Persistent memory for AI agents — search, record, and build knowledge across sessions using cortex-engine MCP tools