Order food delivery via browser automation, triggered by calendar events. Supports two modes — Direct (specific service + restaurant) and Discovery (criteria...
An embedded UX research skill that deeply studies how users interact with OpenClaw through passive ethnographic observation, structured micro-surveys, and re...
Create an Instagram carousel from a popular-picks list with Reddit quotes. Cover slide uses "clean" style with "Top CATEGORY in Destination" title. Each attr...
Blind multi-model comparison with architecturally guaranteed de-anonymization. Trigger with "mdls" or "modelshow" for double-blind evaluation of AI model res...
--- name: sequential-read description: "Read prose sequentially with structured reflections to simulate the reading experience" metadata: {"openclaw":{"emoji":"📖","requires":{"bins":["python3"]}}}
Durable workflow layer for OpenClaw long-running work. Use when tasks are multi-stage, recoverable, parallelized across sub-agents/ACP, use background exec o...
Complete toolkit for creating autonomous AI agents and managing Discord channels for OpenClaw. Use when setting up multi-agent systems, creating new agents, or managing Discord channel organization.
Manages code task workflow by spawning sub-agents for research, coding, reviewing, security audit, testing, and committing with detailed logging and updates.
Isolate and coordinate sub-agent memory in OpenClaw with Hippocampus using scoped IDs, bounded merge-back, and explicit cross-agent imports.
Seamless gateway restart with automatic context recovery and post-restart notification. Use whenever the agent needs to restart the OpenClaw gateway (config...
Autonomous agent health, optimization, and cleanup. Use when: (1) running scheduled cron jobs for agent maintenance, (2) responding to "optimize", "cleanup",...
#1 on DeepResearch Bench (Feb 2026). Any-to-Any AI for agents. Combines deep reasoning with all modalities through sophisticated multi-agent orchestration. R...
Self-improving memory architecture for OpenClaw agents. Structured memory files, nightly distillation, weekly synthesis, enforced principles (P0 for custom,...
YouTube long video (>1 hour) full verbatim transcription and translation workflow. Use when user needs to (1) Extract subtitles from YouTube videos, (2) Translate English transcripts to Chinese, (3) H
Use when the user asks about OpenClaw — installation, configuration, agents, channels, memory, tools, hooks, skills, deployment, Docker, multi-agent, OAuth,...
Real-time task progress tracking with live push notifications. MANDATORY for ALL multi-step tasks (>30s or >2 tool calls). Activate automatically — do not wa...
Create an Instagram carousel from a popular-picks list with Reddit quotes + Topaz 2x upscaling. Cover = "clean" style ("Top CATEGORY in Destination"), attrac...
Use in Feishu chats when the assistant should stay responsive while longer work continues in the background. Creates one spawned sub-agent task per substanti...
Install and wire a coding-focused OpenClaw sub-agent for background code execution, test-driven edits, bug fixing, small project scaffolding, and small-to-me...
Install and wire a structured OpenClaw deep-research sub-agent with hybrid search, artifact-based runs, claim verification, report linting, and validated fin...
Intelligent multi-store memory system with human-like encoding, consolidation, decay, and recall. Use when setting up agent memory, configuring remember/forget triggers, enabling sleep-time reflection
多线程对话架构：主代理前台响应，子代理后台处理任务，支持打断、状态处理、两阶段审查和任务监控 / Multi-thread dialogue architecture: main agent responds in foreground, sub-agents handle tasks in background...
Intelligent model routing for sub-agent task delegation. Choose the optimal model based on task complexity, cost, and capability requirements. Reduces costs...
Runs autonomous iterative AI loops for requirements, planning, or building phases using structured prompts and fresh context per iteration.