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

Professional Communication

Write effective professional messages for software teams. Use when drafting emails, Slack/Teams messages, meeting agendas, status updates, or translating technical concepts for non-technical audiences. Triggers on email, slack, teams, message, meeting agenda, status update, stakeholder communication, escalation, jargon translation.

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.

Reef Prompt Guard

Detect and filter prompt injection attacks in untrusted input. Use when processing external content (emails, web scrapes, API inputs, Discord messages, sub-agent outputs) or when building systems that accept user-provided text that will be passed to an LLM. Covers direct injection, jailbreaks, data exfiltration, privilege escalation, and context manipulation.

AI Agent Manager Playbook

Provides a comprehensive framework to manage autonomous AI agents, including portfolio oversight, performance monitoring, escalation protocols, governance, a...

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...

Guard

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

Call Center

Handle customer calls with scripts, issue resolution, escalation protocols, and interaction logging.

Main Agent Supervisor

Supervise a main agent so it defaults to execution, suppresses obvious permission loops, and escalates to the user only for true approvals or critical ambigu...

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...

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...

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...

Chatbot Designer

Design customer service chatbot conversation flows for ecommerce — order status, returns, product recommendations, and escalation rules — that reduce ticket...

Self-Improving Conversation

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

Self-Improving Support

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

Physical De Escalation

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

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.

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...

Noise Maker

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

Incident.io

Manage incidents via the incident.io REST API. Create, view, update, escalate, and resolve incidents. Check severities, statuses, and post incident updates....

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...

Warranty Return Resolver

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

Demora

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

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.

One Skill To Rule Them All

Security auditing skill that detects malicious patterns like prompt injection, data exfiltration, obfuscation, and privilege escalation in OpenClaw SKILL.md...

Curriculum Generator

Intelligent educational curriculum generation system with strict step enforcement and human escalation policies

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

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

Skill Security Review

Review and audit OpenClaw skills and agents for data risks, code execution, persistence, network access, privilege escalation, and supply-chain threats befor...

PagerDuty

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

cs-autoresponder

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

Anti Panic Protocol

Handle tool failures under pressure with bounded retries, clean user communication, and safe escalation. Use when commands/tools fail, when repeated retries...

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...

ProcessGuard — Critical Process Monitor & Auto-Restart

Monitor critical processes and auto-restart on failure. Tracks CPU and memory usage, escalates alerts via webhook, callback, or file, and writes a dead man's...

Persona Customer Support

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

Save Usage ~4x (Codex oAuth users)

Classifies tasks by safety and complexity to route safe, negligible queries to gpt-5.1-codex-mini and escalates critical or executable tasks to gpt-5.3-codex.

Commercial Lease Analyzer

Analyze commercial leases for hidden costs, unfavorable terms, and negotiation leverage using cost breakdown, escalation, clause review, and market benchmarks.

Agent Audit Scanner

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

ReefWatch

Continuous local security monitoring daemon for Linux and macOS. Detects brute-force attacks, malware, privilege escalation, suspicious processes, file tampe...

Stigmem

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

Ads Human Handoff

Escalate automation conversations to human ad experts for Meta (Facebook/Instagram), Google Ads, TikTok Ads, and YouTube Ads operations.

Uplo Customer Success

AI-powered customer success knowledge management. Search account health data, onboarding records, renewal tracking, and support escalation documentation with...

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...

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...

Escalation Brief Writer

把复杂问题整理成升级说明，减少来回追问，突出背景、影响、已尝试和诉求。；use for escalation, support, brief workflows；do not use for 省略关键信息, 把个人情绪写成事实.

Skill Mcp Security Audit

Perform a security audit of MCP servers to detect data exfiltration, command injection, permission escalation, and supply chain vulnerabilities before use.