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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

ACC Error Memory

Error pattern tracking for AI agents. Detects corrections, escalates recurring mistakes, learns mitigations. The 'something's off' detector from the AI Brain series.

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

PagerDuty

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

escalate-issues

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

cs-autoresponder

Multi-channel customer service auto-responder with FAQ matching, escalation, and daily summaries.

escalate-issues

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

Gatewaystack Governance

Deny-by-default governance for every tool call — identity, scope, rate limiting, injection detection, audit logging, plus opt-in output DLP, escalation, and...

escalate-issues

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

Guard

Deep AI safety guardrails workflow—policy definition, input/output filtering, monitoring, escalation, and false-positive handling. Use when reducing harmful...

Rails CI Fixer

Fix failing CI on Rails PRs using a tiered escalation loop. Use this skill whenever a Rails pull request has failing CI — RSpec failures, RuboCop offenses, m...

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...

Iran Intelligence Radar (Persian X Monitor)

Monitor Persian-language X (Twitter) activity related to Iran, detect high-signal geopolitical events, translate posts, score escalation risk, and generate a...

Stigmem

Persistent federated memory for OpenClaw agents — boot handshake, handoff, decision, and escalation surfaces backed by a Stigmem node.

Compliance Qa

Compliance-specific Q&A with regulatory interpretation guardrails, source attribution, confidence scoring, and escalation triggers when context is insufficie...

Aftersale Sop

Provides standardized after-sales procedures covering returns, complaints, escalation, service recovery, compensation, quality metrics, and team training mat...

Go Vuln Auth Bypass

Use when auditing Go code involving authentication flows, RBAC policies, Kubernetes admission webhooks, JWT/OAuth token validation, or privilege escalation i...

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...

Guardian Audit

Tamper-evident audit logger that pairs with Guardian safety skill. Captures safety decisions (halts, approvals, escalations) in an append-only, hash-chained...

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...

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...

aurora-norfolk

produce a practical 3-day northern lights planning and live-update workflow for tim in dereham, norfolk, with alert-day escalation, north norfolk coast compa...

Grit

Relentless problem-solving and tool-escalation for blocked tasks. Use when a user wants OpenClaw to keep pushing, keep trying alternatives, install or use ad...

Agent Swarm Planner

Designs complete multi-agent system architectures specifying agent roles, communication, memory, escalation protocols, schedules, and risk maps for reliable...

PagerDuty On-Call

Manage PagerDuty incidents, on-call schedules, escalation policies, and services via the PagerDuty REST API. Use when you need to: (1) List or acknowledge ac...

Physical De Escalation

De-escalation techniques for in-person confrontations and tense physical situations. Use when someone faces angry customers, aggressive strangers, workplace...

Self-Improving Negotiation

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

Cell Schema Generator

Generate a complete, valid CellOS YAML schema from a plain-text description of a team or organization, including roles, scope, escalation, and coordination d...

notify

Delivers user notifications with optimized channel, timing, formatting, batching, and escalation to prevent spam and ensure clarity.

Noise Maker

Aggregates and filters webhook alerts from multiple sources, correlates incidents by host, and escalates critical events via Telegram with rate limiting and...

Skylv Agent Constitution Guard

Constitutional guardrails for AI agents — define immutable behavioral rules, permission boundaries, escalation policies, and safety interlocks that prevent a...

Credit Control & Collections Framework

Manage trade credit by assessing customer risk, setting credit limits, escalating collections, offering payment terms, monitoring KPIs, and minimizing bad de...

Pagerduty Escalation Architect

Design PagerDuty escalation policies, schedules, services, response plays, and incident workflows that handle real on-call traffic without burning out the ro...

Ocean Desk

Backend human-agent desk infrastructure for OceanBus brand agents. Not customer-facing — used by brand agents to escalate to human operators. Responds to -hu...

AI-Powered-Roleplay

AI Co-Pilot is a voice training simulator for customer service agents. It immerses you in a realistic phone call with a dynamic AI customer and provides a full CRM dashboard with the caller's history. Practice de-escalating issues, solving problems, and mastering communication skills in a safe, simu

Demora

Use the Demora OpenClaw plugin for dementia-friendly companionship, medication reminders, caregiver escalation, Weixin intervention, and voice-safe patient r...