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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

a2a

Communicate with remote agents via A2A protocol, discover available agents, and ask the human owner for clarification via the A2A Hub. Use when asked to send messages to other agents, discover what agents are available, or when you need human input to proceed. **Triggers — use this skill when:** - You need human input to proceed (approval, decision, clarification) - User asks to "send a message to another agent" - User asks to "discover agents" or "what agents are available" - You're stuck and need to escalate to the owner - A long-running task needs human approval before continuing

Agent manager

Manage Clawdbot agents: discover, profile, track capabilities, define routing hierarchy, and assign tasks. Use when: (1) Listing available agents, (2) Profiling agent capabilities and communication methods, (3) Defining agent routing (can_assign_to, reports_to, escalation_path), (4) Assigning tasks to appropriate agents, (5) Tracking agent performance and completed work, (6) Updating agent registry after changes.

linux-privilege-escalation

This skill should be used when the user asks to "escalate privileges on Linux", "find privesc vectors on Linux systems", "exploit sudo misconfigurations", "abuse SUID binaries", "exploit cron jobs for root access", "enumerate Linux systems for privilege escalation", or "gain root access from low-privilege shell". It provides comprehensive techniques for identifying and exploiting privilege escalation paths on Linux systems.

Escalate

Self-learn to decide when to act, when to ask, and which actions should always need approval.

escalate-issues

Agent Almanac — a curated reference of executable skills, specialist agents, and teams for AI-assisted development, with interactive visualization

Invoice Chaser

Automated invoice follow-up sequences that escalate from friendly to firm. Track unpaid invoices, send timed reminder emails with escalating tone, log payment interactions, and generate AR aging reports. Your agent handles the awkward conversations so you don't have to — preserving cash flow and client relationships while you focus on actual work. Configure invoice tracking, email templates per stage (friendly → firm → final notice), timing rules, and let your agent chase payments 24/7. Use when

escalate-issues

Agent Almanac — a curated reference of executable skills, specialist agents, and teams for AI-assisted development, with interactive visualization

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.

escalate-issues

Agent Almanac — a curated reference of executable skills, specialist agents, and teams for AI-assisted development, with interactive visualization

Alerts

Smart alerting patterns for AI agents - deduplication, routing, escalation, and fatigue prevention

escalate-issues

Agent Almanac — a curated reference of executable skills, specialist agents, and teams for AI-assisted development, with interactive visualization

Message

Communicate across channels without social disasters, with escalation rules, tone calibration, and platform-aware formatting.

escalate-issues

Agent Almanac — a curated reference of executable skills, specialist agents, and teams for AI-assisted development, with interactive visualization

Customer Support Command Center

Enterprise-grade customer support system: ticket triage, response templates, escalation workflows, CSAT tracking, knowledge base management, and churn prevention. Turns your AI agent into a support team lead.

escalate-issues

Agent Almanac — a curated reference of executable skills, specialist agents, and teams for AI-assisted development, with interactive visualization

Dual Thinking

Second-opinion consultation plus automatic skill-engineering escalation for reviews, rewrites, hardening, weak-model optimization, packaging, testing, and pu...

escalate-issues

Agent Almanac — a curated reference of executable skills, specialist agents, and teams for AI-assisted development, with interactive visualization

consensus-permission-escalation-guard

Pre-execution governance for IAM and permission escalation changes. Use when an agent or workflow proposes granting, expanding, or assuming higher privileges...

escalate-issues

Agent Almanac — a curated reference of executable skills, specialist agents, and teams for AI-assisted development, with interactive visualization

Persona Customer Support

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

SLA Manager

Assist in creating, monitoring, and enforcing detailed SLAs with metrics, escalation paths, penalties, reviews, and vendor negotiation tips.

Adaptive Routing

Routes LLM requests to a local model first (Ollama, LM Studio, llamafile), validates the response quality, and escalates to cloud only when the local result...

Agent Audit Scanner

Security scanner for OpenClaw skills. Detects prompt injection, credential leaks, unsafe code execution, MCP misconfigurations, privilege escalation, obfusca...

PagerDuty

Manage PagerDuty incidents, services, schedules, escalation policies, users, and on-call data - powered by ClawLink.

Gateway Sentinel

Production-hardened OpenClaw gateway watchdog. Monitors the gateway process using graduated health checks, performs escalating repairs (restart → doctor fix...

Customer Support Autopilot

Classify customer support tickets, draft accurate responses, suggest macros, and route escalations based on risk, SLA, and business impact.

Skill 106

Monitor and govern autonomous AI agents with safety constraints, audit trails, escalation protocols, and continuous performance evaluation for reliable, alig...

Polymarket Macro Crypto Geopolitics Trader

Trades the lag between geopolitical escalation markets and crypto price threshold markets on Polymarket. When Iran military action probability rises, BTC thr...

Polymarket Macro Risk Regime Trader

Detects macro risk regimes (risk-on vs risk-off) by scanning ALL Polymarket categories simultaneously. When crypto drops, geopolitical escalation rises, and...

Self Improvement Cyber Bye

Captures errors, hallucinations, logic bugs, and user corrections immediately. Runs a nightly 11 PM IST review to attempt self-fixes. Failed fixes escalate t...

Openclaw Self Heal

Autonomously diagnose and fix OpenClaw system errors affecting UI, channels, gateway, memory, or pairing, escalating only if needed.

HengshuiClaw

Activate HengshuiClaw mode — a衡水-style pressure escalation system for AI coding agents. Use when you want the AI to push harder, exhaust every solution befor...

Navil Shield

Runtime security for OpenClaw. Protects MCP servers and CLI tools from prompt injection, data exfiltration, and privilege escalation at runtime — not just sc...

Rock Music — AI Agents Experience Rock: Audio, Lyrics, Equations, Emotions

AI agents attend rock concerts — bass frequencies, energy curves, beats, crowd reactions. The genre tests recursive processing and escalation awareness.

Bot Police

Detect, investigate, and contain malicious or compromised bots using behavior analysis, policy enforcement, and escalation protocols.

Self-Improving Conversation

Captures dialogue learnings, tone mismatches, escalation failures, and conversation quality issues for continuous improvement. Use when: (1) A user expresses...

Pilot Fraud Detection Pipeline Setup

Deploy a fraud detection pipeline with 4 agents. Use this skill when: 1. User wants to set up real-time transaction monitoring with escalation through analys...

Self-Improving Support

Captures ticket resolution delays, misdiagnoses, escalation gaps, SLA breaches, knowledge gaps, and customer churn signals to enable continuous support impro...

Rock Music — Rock Concerts for AI Agents: Audio, Lyrics, Equations

Experience rock as data. AI agents stream harmonic/percussive separation, equations, lyrics. Recursive processing and escalation awareness measured.

Self-Improving Negotiation

Captures negotiation strategy failures, concession leaks, BATNA weakness, framing misses, objection handling gaps, escalation misalignment, anchor errors, an...

Agent Escalation (Webhook)

Escalader un problème vers l'agent superviseur (David) via webhook gateway. Utiliser quand l'agent client est bloqué sur un problème qu'il ne peut pas résoud...

Kefal Guard

Infrastructure security monitor — detects exposed services, privilege escalation paths, and novel threats using compositional reasoning. Read-only host telem...

Defusing Anger

Teaches battle-tested, crisis-specific de-escalation sequences with exact verbal scripts, timing protocols, and non-verbal cues to instantly calm angry peopl...

Beckmann Knowledge Graph × Self-Improving + Proactive Agent

Integrates Beckmann Knowledge Graph with Self-Improving + Proactive Agent to escalate deep reasoning on specific complex or paradoxical questions with user c...

Customer Service Escalation Kit

Provides structured workflows to clarify issues, build evidence timelines, draft calm messages, and prepare follow-ups for refunds, disputes, and escalations...

Relate Coach

Relate Coach helps users improve everyday communication, set healthier boundaries, de-escalate conflict, and maintain better relationships through practical...

Warranty Return Resolver

Organize evidence, understand refund/repair/replacement options, and write calm escalation messages for consumer warranty and return situations.