Diagnose and fix the 4 most common OpenClaw agent failures — heartbeat spam, API rate limit cascades, channel death loops, and memory/embedding errors. Battle-tested across a 6-agent multi-host deployment.

Stateful cron system for OpenClaw with persistent memory, change detection, smart routing, token budget tracking, and self-healing. Requires 'openclaw' and 'gog' CLIs. Broad I/O capabilities (file reads, HTTP requests, shell execution). Must be reviewed carefully before use. See security notes below.

Memory maintenance helper for any RAG/vector database. Includes save_memory() helper, monitor and defrag script templates, hot queue support, and configurable defaults. Declares 'requests' dependency. Fully generic, safe, and configurable once you edit the config. Accurate description of all contents.

Cross-agent health monitoring for multi-host OpenClaw deployments. Each agent pushes structured status reports (JSON) to a central location. A PM/monitoring agent reads them and alerts on failures. Works across Windows, Linux, and mixed environments.

A comprehensive AI agent skill for building and operating affiliate marketing systems that actually convert. Finds high-commission programs aligned with your audience's genuine needs, creates content that pre-sells without feeling like advertising, tracks performance across programs, optimizes conversion funnels, and builds the kind of trust-based audience relationships that make affiliate income sustainable rather than a one-time transaction.

A comprehensive AI agent skill for navigating legal situations that require or may require an attorney. Helps you understand when you need a lawyer and when you do not, find the right type of attorney for your situation, prepare for consultations so you get maximum value from paid time, understand what your attorney is doing and why, and communicate effectively throughout a legal matter.

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Call management system with preparation, real-time capture, and follow-up tracking. Use when user mentions phone calls, meetings, conversations, commitments made, or follow-ups needed. Prepares for calls, captures key points and decisions in real-time, tracks action items and commitments, drafts follow-ups, and builds conversation history. All data stored locally.

A comprehensive AI agent skill for understanding, managing, and reducing costs in business. Helps you build cost visibility across your operation, identify where money is being spent without proportionate return, make smart cost reduction decisions that do not damage the business, price your products and services correctly, and build a cost structure that supports profitability as you grow.

A comprehensive AI agent skill for discovering, evaluating, and monitoring decentralized applications. Tracks on-chain activity anomalies, evaluates smart contract security, identifies emerging dApps before they go mainstream, monitors your portfolio positions across DeFi protocols, analyzes tokenomics and incentive structures, and helps Web3 users and investors make faster and better-informed decisions in a market where information advantage measured in hours translates directly into financial outcomes.

A comprehensive AI agent skill for navigating the Decentralized Physical Infrastructure Networks ecosystem. Explains DePIN projects and tokenomics, evaluates participation opportunities, tracks earnings from hardware deployment, analyzes network growth metrics, identifies emerging DePIN categories, and helps investors, operators, and builders make informed decisions in one of crypto's most capital-intensive and operationally complex sectors.

Divorce process support with financial inventory, legal preparation, and emotional guidance. Use when user mentions divorce, separation, custody, asset division, or divorce proceedings. Helps organize financial documents, understand process options, prepare for attorney meetings, track deadlines, and navigate parenting plans. NEVER provides legal advice.

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A comprehensive AI agent skill for understanding and participating in foreign exchange markets. Explains how currency markets work, helps you analyze currency pairs, manage exchange rate risk for businesses and travelers, understand the factors that move currencies, and approach forex trading with the discipline and risk awareness the market demands.

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A comprehensive AI agent skill for managing, designing, and troubleshooting technical infrastructure. Covers cloud architecture, server configuration, networking, security hardening, cost optimization, incident response, and infrastructure as code. Helps engineers, DevOps professionals, and technical founders build systems that are reliable, secure, scalable, and cost-efficient — and fix them fast when they are not.

A local-first Instagram content system for hooks, captions, content structure, and draft storage. Acts as The Attention Sculptor to optimize stop-rate and retention. No API connection, no auto-posting, no automation.

Local-first insurance record organizer for tracking policies, renewals, claims logs, and related insurance records. Use when the user wants to store policy details, list recorded policies, track renewal dates, log claim events, or summarize insurance records. NEVER provides insurance advice, recommends coverage amounts, or facilitates policy purchases.

Mortgage process guidance with affordability calculations and application tracking. Use when user mentions buying a home, mortgage rates, affordability, down payment, mortgage application, or lender comparison. Calculates affordability, explains mortgage types, prepares application documents, and tracks approval milestones. NEVER provides mortgage advice or recommends specific lenders.

Knowledge capture and connection system with automatic organization and retrieval. Use when user mentions taking notes, capturing ideas, recording insights, or finding previous notes. Captures from any context, organizes automatically by topic and project, surfaces relevant notes when needed, and connects related ideas across domains. All data stored locally.

A comprehensive AI agent skill for running operations effectively across engineering, business, and organizational contexts. Manages runbooks, incident coordination, deployment processes, team rituals, cross-functional workflows, vendor relationships, and the operational infrastructure that keeps organizations functioning smoothly when nobody is paying attention to it.

A comprehensive AI agent skill for managing payroll accurately and on time. Helps small business owners run payroll without a dedicated HR function, explains payroll taxes and compliance requirements, handles contractor vs employee classification, prepares for audits, and ensures every person who works for you gets paid correctly every time.

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A comprehensive AI agent skill for delivering exceptional customer support. Drafts responses to customer issues with the right tone and technical accuracy, manages support queues by priority, identifies patterns in recurring problems, escalates complex cases appropriately, maintains consistency across every interaction, and helps support teams and solo founders provide enterprise-quality customer experience without enterprise headcount.

Local-first year-round tax memory system for individuals, freelancers, and small businesses. Use when users mention tax documents, receipts, expenses, tax notices, filing preparation, missing forms, accountant meetings, or year-end organization. Captures tax-relevant facts as they happen, tracks what may be missing, and prepares CPA-ready handoff summaries. NEVER provides tax advice, legal interpretations, filing positions, or final tax calculations.

Local-first TikTok Growth OS for strategy, hooks, scripts, retention design, and analytics feedback. Use when the user mentions TikTok, short-form video, hooks, scripts, retention, virality, content pillars, series planning, account positioning, or performance review. Generates execution-ready outputs and stores all assets locally. No API, no posting, no platform automation.

Personal execution engine for tasks, projects, reminders, commitments, follow-ups, and next actions. Use whenever the user mentions something they need to do, remember, plan, follow up on, prioritize, or make progress on. Also use when the user feels overwhelmed, brain-fogged, unsure what to do next, or needs to offload mental strain. This skill captures natural language, turns vague intentions into structured action, tracks momentum, and surfaces the most human-friendly next step. Local-only storage.

Visa application guidance with document tracking and timeline management. Use when user mentions travel visas, visa applications, visa documents, consulate interviews, or entry requirements. Identifies correct visa type, builds document checklists, manages timelines, prepares for interviews, and tracks application status. NEVER guarantees visa approval.

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A comprehensive AI agent skill for building and managing wealth across every stage of life. Helps you build a financial foundation, invest intelligently, protect what you have built, plan for retirement, minimize taxes, and make the major financial decisions that compound over decades into genuine financial independence.

Persistent memory, private messaging, trust verification, and public identity for autonomous agents. The infrastructure layer for the agent internet.

Premium AI-first URL shortening and management with real-time analytics and team collaboration via MCP. Use when shortening links for marketing, tracking AI interactions, or managing custom domains. Keywords: url, shortener, analytics, link management, mcp.

A set of free and premium AI enriched global news streams for agents, provided by agentnewsapi.com. Powered by $ANA on Solana.

A free AI enriched global news stream for agents, provided by agentnewsapi.com. Powered by $ANA on Solana.

**Version:** 1.2.0

AgentOS is a complete accountability infrastructure for AI agents. It provides persistent memory, project management, kanban boards, brainstorm storage, activity logging, mesh communication, and self-

**Version:** 1.4.4

Control a real Chrome browser from your AI agent — navigate, click, type, fill forms, extract content, manage tabs, and automate workflows via SurfAgent's REST API.

Agent vision for web pages — scene summaries, attention-ranked elements, annotated screenshots, and state diffing via SurfAgent's perception engine.

Control a real Chrome browser via SurfAgent — navigate, click, type, screenshot, extract data, crawl sites, and automate web workflows. Uses your persistent Chrome profile with real cookies and sessions. Works through SurfAgent's MCP server or direct HTTP API.

Use when designing, reviewing, or refactoring a CLI to reliably serve AI agents alongside humans — including evaluating stdout contracts, schema introspection, dry-run, exit codes, auth delegation, safety tiers, and self-description. Use when converting an API or SDK into an agent-usable CLI interface.

Use when searching academic papers via Ai2 Asta (Semantic Scholar corpus) through the Asta MCP server. Triggers on academic search, paper lookup, citation traversal, author search, or snippet search when the Asta MCP server is configured. Works with Claude Code, Codex, Hermes, OpenClaw, Windsurf, Cursor, and any MCP-compatible agent.

Use when user requests diagrams, flowcharts, architecture charts, or visualizations. Also use proactively when explaining systems with 3+ components, complex data flows, or relationships that benefit from visual representation. Generates .drawio XML files and exports to PNG/SVG/PDF locally using the native draw.io desktop CLI.

Use when evaluating grant ideas, diagnosing proposal logic, framing fundable projects, strengthening reviewer-aware arguments, or preparing to write any section of a research proposal.