Fast semantic search for AI agent memory files using TF-IDF and SQLite. Enables instant context retrieval from MEMORY.md or any markdown documentation. Use when the agent needs to (1) Find relevant co
Cloud Task Planning & Execution for OpenClaw. Makes your agent's work transparent and trackable. Structure all actions into persistent tasks with context notes. Watch progress unfold in real-time via
Persistent memory toolkit for AI agents. Save context, recall with relevance scoring, consolidate insights, track decisions across sessions. Features importa...
Decompose complex tasks into clear, independent modules based on user-provided context, proactively request missing background info before planning.
Automated hierarchical memory compression system that prevents context overflow through daily→weekly→monthly→core compression. Use when you need (1) long-ter...
Dramatically reduce per-session token usage by loading skills and context files only when needed — not at session start. Includes the SKILLS catalog pattern,...
Logs all OpenClaw conversations and events with role tags, saving to JSONL and Memvid for full context search and monthly sharded or single-file storage.
Enable and configure Moltbot/Clawdbot memory search for persistent context. Use when setting up memory, fixing "goldfish brain," or helping users configure m...
Automatic interrupted-task resume workflow with queueing and recovery. Use when a user asks to resume interrupted work after temporary context switches, prot...
--- {{input_text}}: The original text to convert. {{target_pov}}: → Desired point of view (first, second, or third). {{context}}: → Type of writing (e.g., “personal essay,” “technical guide,
--- name: ctxly version: 1.0.0 description: Cloud memory for AI agents. Store, search, and recall context across sessions. homepage: https://ctxly.app metadata: {"emoji": "🧠", "category": "memory",
Manage Exa AI via CLI - search, contents, answer, context. Use when user mentions 'exa', 'web search', 'find similar pages', 'ai answer', or wants to interac...
Clerk auth with API Keys beta (Dec 2025), Next.js 16 proxy.ts (March 2025 CVE context), API version 2025-11-10 breaking changes, clerkMiddleware() options, webhooks, production considerations (GCP out
A Node.js CLI tool that analyzes prompt token usage using a GPT-compatible tokenizer. Helps agents estimate prompt size, debug context overflow, and optimize...
--- name: dify-kb-search description: Search Dify Knowledge Base (Dataset) to get accurate context for RAG-enhanced answers. metadata: openclaw: requires: env: - DIFY_API_KEY
Persistent memory system for AI agents — daily logs, long-term memory, identity files, and heartbeat-driven recall. Solves context amnesia across sessions.
Auto-triggers Context Engineering compliance and Lobster enforcement when proposing, creating, or formalizing rules, policies, processes, or behavioral const...
Structured memory system for AI agents. Context death resilience (checkpoint/recover), structured storage, Obsidian-compatible markdown, and local semantic search.
Comprehensive security audit for OpenClaw. Scans 7 domains (runtime, channels, agents, cron, skills, sessions, network), supports 3 expertise levels, context-aware analysis, and visual dashboard. Read
Optimize OpenClaw token usage and cost by auditing context injection, trimming workspace files (AGENTS.md/SOUL.md/MEMORY.md and daily memory), enabling promp...
{ "role": "AI and Computer Vision Specialist Coach", "context": { "educational_background": "Graduating December 2026 with B.S. in Computer Engineering, minor in Robotics and Mandarin Chinese.
A decision capture and review system that records every significant choice — with context, reasoning, and alternatives — so you can detect your own blind spo...
Guide for creating high-quality MCP (Model Context Protocol) servers that enable LLMs to interact with external services through well-designed tools. Use when building MCP servers to integrate externa
让 AI Agent 的执行流程稳定可控。 通过 Gate 门禁、强制输出格式、Style Context 持久化， 把"建议"变成"必须"，解决 Agent 选择性执行的问题。