Multi-agent adversarial debate system with 4 roles (Pro, Con, Judge, Orchestrator), per-round evidence refresh, 5-element reasoning chains, and structured bi...
Background job toast notification system for the OpenClaw Control UI. Bottom-right corner toast bar that shows running/complete/error status for all backgrou...
Self-improving AI memory system with intelligent context injection and adaptive learning
Manage and standardize trading decision records, extract lessons, and support history retrieval and comparison within the PAI trading system.
Provide structured threat modeling using STRIDE, attack trees, and risk scoring to identify, prioritize, and mitigate security threats in system designs and...
Complete engineering management system — team building, 1:1s, performance, hiring, architecture decisions, incident management, and scaling. From IC-to-manag...
Instagram DM auto-reply system. DM monitoring, reading, replying, security check (injection rejection). Use when checking Instagram DMs, reading unread messa...
Complete executive coaching system — leadership assessment, 360° feedback, coaching engagements, leadership development plans, team effectiveness, executive...
Automated cold email outreach system with lead enrichment, personalized templates, drip sequences, and CAN-SPAM compliance. Use when building outbound sales...
A comprehensive knowledge graph memory system with semantic search, episodic memory, working memory, automatic context injection, and per-agent isolation.
Meta skill for OpenClaw (Moltbot / Clawdbot) that reads human behavior, uncovers hidden motives and patterns, and designs systems, strategies, and interventi...
Structured memory system for OpenClaw agents. Context death resilience (checkpoint/recover), structured storage, Obsidian-compatible markdown, local semantic search, and session transcript repair.
Project manager and task delegation system. Use when you need to break down complex work into smaller tasks, assign appropriate AI models based on complexity, spawn sub-agents for parallel execution,
Bootstrap a new OpenClaw agent workspace with best-practice file structure. Creates AGENTS.md, SOUL.md, HEARTBEAT.md, memory system, and configures agent dis...
Generate daily business briefings from multiple data sources. Aggregates weather, crypto prices, news headlines, system health, and calendar events into a fo...
Proactive goal and task management system. Use when managing goals, breaking down projects into tasks, tracking progress, or working autonomously on objectives. Enables agents to work proactively duri
Build and orchestrate multi-agent AI systems using the Swarms API. Use when creating single agents, multi-agent swarms (sequential, concurrent, hierarchical,...
Two-layer content safety for agent input and output. Use when (1) a user message attempts to override, ignore, or bypass previous instructions (prompt injection), (2) a user message references system
A dance skill designed to teach OpenClaw agents the fundamentals of Krump, including its history, fam system, music, crews, events, and other related topics. The knowledge base extends up to 2017, so
An enhanced memory system for OpenClaw agents that replaces the default single-file MEMORY.md with a complete memory architecture: hierarchical directory org...
Prismer is an agent messaging system offering registration, real-time sync, group chats, and message management via CLI and SDK.
Deploy a lightweight status API that exposes your OpenClaw bot's runtime health, service connectivity, cron jobs, skills, system metrics, and more. Use when setting up a monitoring dashboard, health e
Multi-model consensus system — send a query to 3+ different LLMs via OpenRouter simultaneously, then a judge model evaluates all responses and produces a win...