Create, finalize, and execute detailed project plans with sub-plans, checkpoints, progress tracking, and change control across sessions using file-based work...
Track and analyze OpenClaw token usage across main, cron, and sub-agent sessions with category, client, model, and tool attribution. Use when the user asks where tokens are being spent, wants daily/we
Complete system for retention with health scoring, onboarding playbooks, ongoing value reports, churn intervention, and revenue expansion strategies for subs...
Intelligent model routing for sub-agent task delegation. Choose the optimal model based on task complexity, cost, and capability requirements. Reduces costs...
Multi-agent collaboration and task orchestration. Decompose complex tasks, spawn sub-agents, coordinate execution, and synthesize results.
Initialize and update dev-config-template workspaces. Two modes: (1) Init -- guides users through repos.json, CLAUDE.md customization, sub-repo cloning, Open...
Master the art of spawning and managing sub-agents. Write prompts that actually work, track running agents, and learn from every outcome. Part of the Hal Stack 🦞
Complete Claude Code productivity system — project setup, prompting patterns, sub-agent orchestration, context management, debugging, refactoring, TDD, and s...
Spawns a specialized sub-agent to monitor Reddit and optimize for GEO. Runs on a scheduled cron job (9 AM/6 PM default) to deliver lead drafts.
Meta-agent that routes bioinformatics requests to specialised sub-skills. Handles file type detection, analysis planning, report generation, and reproducibil...
Universal memory architecture for AI agents. Provides long-term memory, daily logs, diary, cron inbox, heartbeat state tracking, social platform post tracking, sub-agent context patterns, and adaptive
Give isolated sessions (cron jobs, sub-agents, event handlers) full conversation context from your main session using sessions_history. Run cheap background...
Automated daily news video downloader with AI subtitle proofreading. Downloads CBS Evening News and BBC News at Ten from YouTube, extracts and proofreads sub...
Convert text to speech using MiniMax Speech 2.6 Turbo via WaveSpeed AI. Features ultra-human voice cloning, sub-250ms latency, 40+ languages, emotion control...
Optimize prompts for clarity and effectiveness. Use when user says "improve this prompt", "optimize my prompt", "make this clearer", or provides vague/unstructured prompts. Intelligently routes to sub
Local text-to-speech (TTS) and speech-to-text (STT) using FluidAudio on Apple Silicon. Sub-second voice synthesis and transcription running entirely on-device via the Apple Neural Engine. Use when set
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...
Multi-agent orchestration patterns for OpenClaw. Quick reference for spawning sub-agents, parallel work, and basic coordination. Use when: simple parallel ta...
Install and wire a structured OpenClaw deep-research sub-agent with hybrid search, artifact-based runs, claim verification, report linting, and validated fin...
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,
System-level watchdog for OpenClaw gateway restarts and sub-agent task PIDs. Monitors registered PIDs and optional log/directory freshness. Auto-reverts conf...
Comprehensive context engineering guidance for AI agent systems. Routes to specialized sub-skills for production agent work. Use when the user asks to: "opti...
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...
Ultra-fast translation for short texts under 500 characters. Optimized for sub-second latency on UI strings, notifications, error messages, and real-time cha...