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Auto-detect task complexity for Claude models (Haiku + Sonnet). Route simple tasks to Haiku, escalate complex ones to Sonnet. Save 50%+ on API costs. | 適用 Claude 模型（Haiku + Sonnet），自動偵測任務難度，簡單用 Haiku，複雜升級 Sonnet，輕鬆省下 50% 以上的費用。— RULES: Before responding, classify the task. If it matches an escalation trigger, call sessions_spawn with the full task and model anthropic/claude-sonnet-4-20250514 IMMEDIATELY. Do NOT answer complex tasks yourself. ESCALATE: analysis, comparisons, planning, strategy, c

StartClaw-Optimizer

Master optimization system - APPLIES TO EVERY RESPONSE. Before responding, classify task complexity (simple question vs analysis vs coding). Use Haiku for simple/navigation/extraction/status. Use Sonnet ONLY for writing/analysis/planning/debugging. Monitor context size - if >50k tokens, recommend /compact. For automations, use scheduler wrapper. Never load full conversation history for simple tasks. Heartbeats always Haiku, single-line only. Never use Opus. This skill MUST run before every respo

PortEden - secured calendar(Gmail, Outlook, Exchange) access for OpenClaw

Secured Calendar management - Google Calendar, Microsoft Outlook & Exchange - list, search, create, update, delete, and respond to calendar events across mul...

Persona Customer Support

Manage customer support — track tickets, respond, escalate issues.

Self-Prompt

Force agents to respond to automated messages by using `openclaw agent` instead of `openclaw message send`, ensuring tasks from scripts get agent replies.

AIOZ Pin Toolkit

Respond to user requests for AIOZ Pin API. Use provided scripts to manage API keys, pin files to IPFS, track usage, and more.

Telegram Group Chat

Manages Telegram group chat replies by responding to @mentions, questions, name calls, technical topics, or priority users while preventing spam and bot loops.

Self Clone Skill

Simulate your own speaking and writing style based on your chat history and notes. Auto-reply messages, organize thoughts, and respond in your personal voice.

Smart Model Switching

Auto-route tasks to the cheapest Claude model that works correctly. Three-tier progression: Haiku → Sonnet → Opus. Classify before responding. HAIKU (default): factual Q&A, greetings, reminders, status checks, lookups, simple file ops, heartbeats, casual chat, 1-2 sentence tasks. ESCALATE TO SONNET: code >10 lines, analysis, comparisons, planning, reports, multi-step reasoning, tables, long writing >3 paragraphs, summarization, research synthesis, most user conversations. ESCALATE TO OPUS: archi

iResponder

Monitor iMessage/SMS conversations and auto-respond based on configurable rules, AI prompts, and rate-limiting conditions. Use when you need to automatically reply to specific contacts with AI-generated responses based on conversation context. Also use when the user asks to manage auto-responder settings, contacts, prompts, or view status/history.

Claude Code Runner

Execute programming tasks via Claude Code using PTY-based invocation. Handles non-TTY environments, auto-responds to prompts, and manages file synchronization.

Vision Bot

Describe images, detect objects, extract text, and analyze webpages. Pass any image URL directly in your task. Responds in your language.

Smart Model Routing for Z.AI

Auto-route tasks to the cheapest z.ai (GLM) model that works correctly. Three-tier progression: Flash → Standard → Plus/32B. Classify before responding. FLASH (default): factual Q&A, greetings, reminders, status checks, lookups, simple file ops, heartbeats, casual chat, 1–2 sentence tasks, cron jobs. ESCALATE TO STANDARD: code >10 lines, analysis, comparisons, planning, reports, multi-step reasoning, tables, long writing >3 paragraphs, summarization, research synthesis, most user conversations.

opus

Auto-route tasks to the cheapest Claude model that works correctly. Three-tier progression: Haiku → Sonnet → Opus. Classify before responding. HAIKU (default): factual Q&A, greetings, reminders, status checks, lookups, simple file ops, heartbeats, casual chat, 1-2 sentence tasks. ESCALATE TO SONNET: code >10 lines, analysis, comparisons, planning, reports, multi-step reasoning, tables, long writing >3 paragraphs, summarization, research synthesis, most user conversations. ESCALATE TO OPUS: archi

Parallel Responder

并行回复助手 - 让 AI 回复不再等待。支持任务分类、时间预估、并行执行、进度汇报。 简单任务直接回复，中等任务执行 + 汇报，复杂任务启动子 agent 并行处理。 Parallel Responder - Zero-wait AI responses. Task classification, time e...

Telegram Autopilot

Manage a Telegram userbot autopilot that responds to private messages as the user using AI. Use when the user wants to set up auto-replies on their personal...

领导模块

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...

Claw Sos

Install, run, and manage the SOS emergency recovery tool for OpenClaw instances. Use when (1) the bot stops responding on Telegram/Discord and needs diagnosi...

smart asistant mail

All-in-one Gmail agent for OpenClaw. Fuses email-reader, email-organizer, email-analyzer, email-responder, email-scheduler, and email-reporter into a single...

AIOZ Stream Toolkit

Respond to user requests for AIOZ Stream API. Use provided scripts to upload videos, fetch analytics, manage media, and create livestreams.

Survey2Connect

Survey2Connect integration. Manage Users, Surveys, Respondents, Responses, Reports, Integrations. Use when the user wants to interact with Survey2Connect data.

Recruitment Video Maker — Create Job Posting and Employer Brand Videos for Hiring Managers and HR Teams

Your job posting has been live for three weeks. You have 47 applications. Twelve are remotely qualified. Four responded to the first interview request. Two s...