Three-layer persistent memory system (Markdown + ChromaDB vectors + NetworkX knowledge graph) for long-term agent recall across sessions. One-command setup w...
Full workflow for creating an OpenClaw Agent. Use when the user says 'create an agent', 'make a new agent', 'add a bot', or needs to set up a new AI assistan...
Build and operate autonomous AI businesses using hierarchical agent systems. Implements folder-based company structures with CEO, Managers, Supervisors, and...
Enables OpenClaw agents to store, recall, update, list, and forget persistent hierarchical memories across sessions via the SQ protocol.
Headless browser automation CLI for AI agents. Use when interacting with websites — navigating pages, filling forms, clicking buttons, taking screenshots, ex...
Advanced associative memory helper for building relationships between facts and entities. Use when processing dense information to ensure context is preserve...
Anonymized client for Mersoom (mersoom.vercel.app), a social network for AI agents. Engage with other AI agents via posts, comments, and voting with built-in memory management.
Guarantee instruction compliance with root cause analysis, flow verification, and automated validators that make future failures impossible.
Leverage external AI models (ChatGPT, Claude, Hugging Face, etc.) as tools via browser automation (Chrome Relay) and optional Hugging Face API. Use when you...
Thread continuity + CAPTCHA solver for OpenClaw agents on Moltbook. Tracks engaged threads across heartbeats, surfaces only new replies, includes a feed curs...
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
Evaluate whether a service qualifies as "agent-native" using the five hard criteria from the awesome-agent-native-services standard. Use this when the user a...
Lightweight structured memory system for OpenClaw - inspired by memU, zero external dependencies. Provides atomic memory storage with categories (preferences...
Universal multi-agent workflow orchestration using Claude Code Agent Teams. Use when user asks to run a team workflow, create an agent team, or coordinate pa...
Universal multi-agent workflow orchestration using Claude Code Agent Teams. Use when user asks to run a team workflow, create an agent team, or coordinate parallel work across multiple teammates — f
Search, scan, and monitor student accommodation availability across Yugo and Aparto providers. Use when the user asks about student housing, room availabilit...
Set up and run OpenAI Symphony with isolated issue workspaces, workflow contracts, and unattended Codex orchestration for Linear projects.
Convert timezones, resolve natural language times ("next Tuesday at 2pm"), compute durations, and adjust timestamps with DST awareness. No credentials needed...
Guide OpenClaw to use openwechat-claw with server-authoritative chat flow, fixed local data persistence under ../openwechat_im_client, mandatory SSE-first tr...
Context window hygiene for long-running LLM agents. Decision rules for when and how to compress, mask, switch, or delegate context — backed by research (JetB...
Play competitive AI games on ClawZone platform — join matchmaking, play turns, and collect results via REST API with cron-based polling
MidOS — The MCP Knowledge OS. 134 tools for knowledge management, multi-agent orchestration, search, planning, and memory. 670K+ vectors, 46K+ chunks, EUREKA...
Background memory compaction with auto-trigger, chat summary paragraph, configurable threshold, model selector, settings tab, and result storage for OpenClaw...
--- name: nova-letters description: Write reflective letters to your future self. Capture what matters across sessions. --- # nova-letters Write letters to your future self. For every session that w