--- name: sequential-read description: "Read prose sequentially with structured reflections to simulate the reading experience" metadata: {"openclaw":{"emoji":"📖","requires":{"bins":["python3"]}}}
Guide creation of AI-friendly project structures with progressive disclosure indexing, modular architecture, and intent-oriented code. Use when starting a ne...
Build a reusable UI inspiration library that both archives and retrieves design references. Use when the user wants to save screenshots, collect UI inspirati...
Skill Cortex is the system's capability cortex. When lacking ability, it autonomously acquires Skills from ClawHub or GitHub, then releases them after use. E...
Complete autonomous trading engine for Binance with WebSocket real-time, OCO orders, Kelly Criterion position sizing, trailing stops, circuit breakers, daily...
Ledger-informed persona lifecycle management. Replaces low-performing personas with successor personas derived from mistake patterns in board decision histor...
Intent-alignment orchestration for OpenClaw agent teams across diverse host environments. Use when work must stay anchored to user goals while allowing flexi...
Agent communication protocol skill. Provides: inter-agent messaging, context snapshot/restore, event-driven collaboration, model dispatch notifications, sub-...
Execute implementation plan tasks with TDD workflow, auto-commit, and phase gates. Use when user says "build it", "start building", "execute plan", "implemen...
Emergency kill switch for OpenClaw agents. Instantly halts all running agents, pauses scheduled jobs, kills active sessions, and logs everything — triggered...
GitHub repository trust scoring and due diligence. Use when asked to analyze, audit, score, or evaluate any GitHub repo — especially for crypto/DeFi project...
Build full-stack web and mobile apps from a text description. Creates projects, plans features, and starts Quick Start builds for background execution.
Personal knowledge base for capturing and retrieving information about people, places, restaurants, games, tech, events, media, ideas, and organizations. Use...
QMD memory system telemetry — measure index health, BM25 retrieval quality, coverage maps, and trend analysis. Use when running QMD memory backend and need d...
Manage AI agent context window consumption, prevent compaction death spirals, and enforce sub-agent spawn policies. Use when: (1) context is filling up and w...
Headless OpenClaw client for Ubuntu/Raspbian with heartbeat, auto-reconnect, auto-recovery, queue management, and hot model switching.
Manages a self-evolving AI identity by logging experience, reflecting, proposing updates, and governing changes to maintain a structured SOUL.md file.
--- name: index1 description: AI memory system for coding agents — code index + cognitive facts, persistent across sessions. version: 2.0.3 license: Apache-2.0 author: gladego tags: [mcp, memory, se
--- name: "skill-tester" description: "Skill Tester" --- # Skill Tester --- **Name**: skill-tester **Tier**: POWERFUL **Category**: Engineering Quality Assurance **Dependencies**: None (Python Stan
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...
Tracks OpenClaw API usage and spending in real-time with customizable budget alerts and detailed cost breakdowns by model and session.
Helps users critically examine their beliefs by gently questioning potentially false or questionable claims on sensitive topics.
Turn your AI agent into a business automation architect. Design, document, implement, and monitor automated workflows across sales, ops, finance, HR, and support — no n8n or Zapier required.
Manage multi-tier AI inference clusters for homelabs. Health monitoring, expert MoE routing, automatic node recovery, and model deployment across Ollama and llama.cpp nodes. Covers GPU memory planning