Save Money

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

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.

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.

Customer Service Reply

客服回复模板。售前咨询、售后处理、退换货、投诉回复、好评引导、升级处理、行业FAQ、满意度挽回。Customer service reply templates for pre-sale, after-sale, returns, complaints, escalation, FAQ generation, s...

Message

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

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.

Dual Thinking

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

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...

SLA Manager

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

ReefWatch

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

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...

Stigmem

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

Aftersale Sop

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

GitHub Actions Incident Timeline Audit

Cluster failed GitHub Actions runs into incident windows by repo to expose outage duration, impact scope, and escalation severity.

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...

Nm Leyline Risk Classification

Inline risk classification for agent tasks using a 4-tier model. Hybrid routing: GREEN/YELLOW use heuristic file-pattern matching, RED/CRITICAL escalate to w...

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.

Umnix constitution for ai agents

Defines, manages, and enforces AI agent constitutions detailing mandates, permissions, prohibitions, performance, escalation, and succession protocols for go...

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...

Invoice Chaser Pro

Generate escalating payment reminder emails that match days-past-due. Four stages: friendly, firm, urgent, final notice. Supports contractor, professional, a...

Self-Improving Negotiation

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

Hijack Defender

Create a monitoring and response plan for Amazon listing hijacking, including detection triggers, Brand Registry escalation steps, and counterfeit removal pr...

notify

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

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...

Relate Coach

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

Legal Clause Risk Spotter

Guides legal professionals in identifying risk patterns in key contract clauses with checklists, issue prompts, and escalation criteria for review support.

Yoder Skill Auditor

The definitive security scanner for OpenClaw skills. 18 security checks including prompt injection detection, download-and-execute, privilege escalation, cre...

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

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...

Escalate

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

Curriculum Generator

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

Historical Cost Analyzer

Analyze historical construction costs for benchmarking, trend analysis, and estimating calibration. Compare projects, track escalation, identify patterns.

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

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.

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...

Alerting & Notification System

Centralized alerting and notification system for OpenClaw. Multi-channel alerts, intelligent rules, escalation, and audit.

AI Agent Manager Playbook

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

cs-autoresponder

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

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...

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...

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...

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.

Commercial Lease Analyzer

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

PagerDuty

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

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...

Gateway Sentinel

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