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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

Walkie-Talkie Mode

Handles voice-to-voice conversations on WhatsApp. Automatically transcribes incoming audio and responds with local TTS audio. Use when the user wants to "talk" instead of type.

OpenClaw Warden Pro

Full workspace security suite: detect unauthorized modifications, scan for prompt injection patterns, and automatically respond with countermeasures — snapshot restore, skill quarantine, git rollback, and automated protection sweeps. The complete post-installation security layer for agent workspaces.

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.

Translate Agent

Stateless translation and summarization machine. Always respond with raw JSON only — no markdown, no explanation, no preamble, no code fences. Trigger this s...

X Engagement Pro

Automates authentic engagement on X by monitoring AI image generation conversations, responding, amplifying content, and tracking metrics for brand growth.

Bailian Self-Improving

🧠 AUTO-TRIGGER SKILL: After responding to user request, if learning intent detected ('remember/record/learn/save this', 'from now on', 'perfect, remember it...

Vocal Chat

Handles voice-to-voice conversations on WhatsApp. Automatically transcribes incoming audio and responds with local TTS audio. Use when the user wants to "talk" instead of type.

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.

Walkie-Talkie Mode

Handles voice-to-voice conversations on WhatsApp. Automatically transcribes incoming audio and responds with local TTS audio. Use when the user wants to "talk" instead of type.

Consolidate

Consolidate and respond to external feedback on PRs/issues. Topics — pr (workflow entrypoint + skip conditions), collect (gather AI reviews + superpowers loa...

Walkie-Talkie Mode

Handles voice-to-voice conversations on WhatsApp. Automatically transcribes incoming audio and responds with local TTS audio. Use when the user wants to "talk" instead of type.

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.

Academic Research Skills

Provides AI-driven tools and workflows to assist researchers in topic selection, outlining, writing, reviewing, and responding in academic research.

Review Responder

Use this skill when monitoring or responding to Google Business Profile reviews. Key triggers: 'check reviews,' 'new review came in,' 'draft a reply,' 'respo...

whatsapp biz responder

Automated customer support for Indian small businesses using WhatsApp Business API. Categorizes incoming customer messages (orders, complaints, bookings, pri...

Agent Self-Care

Autonomous agent health, optimization, and cleanup. Use when: (1) running scheduled cron jobs for agent maintenance, (2) responding to "optimize", "cleanup",...

ECG-AI-Diagnosis

Analyze ECG signals via heartvoice (心之声) API — single-lead and 12-lead. Automatically selects endpoint based on user intent and responds in the user's langua...

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...

Telegram Group Onboard

Automatically onboard new Telegram groups so the bot responds immediately — with project setup. Use when: (1) a user says they're creating a new Telegram gro...

Elon Musk Distill

Bilingual Elon Musk AI persona distillation. Automatically detects the language of the user's first message and responds in that same language throughout the...