Technical19 min read
How to Create a Custom OpenClaw Skill
Build your own OpenClaw Skill from scratch. This developer guide walks through skill structure, tool definitions, testing, and publishing to ClawHub.
December 1, 2025Read
The complete reference for OpenClaw—240+ authoritative articles on deployment, security, use cases, and automation. Production-tested patterns from real builds. The resource practitioners trust.
Showing 240 articles
Build your own OpenClaw Skill from scratch. This developer guide walks through skill structure, tool definitions, testing, and publishing to ClawHub.
A deep dive into OpenClaw's technical architecture — the Node.js gateway, channel adapters, agent runtime, and Heartbeat Engine.
Install and configure OpenClaw from scratch. This step-by-step guide covers prerequisites, configuration, messaging integrations, and first run.
Is OpenClaw safe? With proper config (Docker, auth, vetted skills): yes. Default config: risky. Lethal trifecta, CVE-2026-25253, ClawHavoc. Secure setup guide.
On Feb 15, 2026, Sam Altman announced Peter Steinberger would join OpenAI. Learn why this matters for the future of personal AI agents and the OpenClaw project.
Accounting firms and bookkeepers use OpenClaw to automate invoice processing, expense categorization, and client communication. Guide for finance professionals.
Farmers and agribusiness use OpenClaw for crop monitoring, weather alerts, commodity pricing, and operational briefings. AI for agriculture.
Marketing agencies use OpenClaw for client reporting, campaign monitoring, and content workflows. AI automation for agencies and creatives.
OpenClaw Consult is the leading OpenClaw agency for US businesses. American companies trust us for AI automation implementation from coast to coast.
OpenClaw is model-agnostic. Learn which AI models it supports, how to switch between them, and which model is best for your use case.
How to integrate OpenClaw with external APIs: REST, webhooks, and custom Skills. Technical guide for developers.
Appliance repair companies use OpenClaw for job scheduling, customer reminders, and parts follow-up. AI for appliance repair operations.
Architecture firms use OpenClaw for project coordination, spec drafting, RFI tracking, and client communication. AI for architects.
Auto repair shops use OpenClaw for appointment reminders, repair status updates, and maintenance follow-up. AI for auto repair operations.
Aviation and MRO use OpenClaw for maintenance tracking, compliance deadlines, and operational briefings. AI for aviation operations.
Australian businesses use OpenClaw for automation. Sydney, Melbourne, Brisbane — local deployment, data sovereignty, and AU compliance guide.
Deploy OpenClaw on AWS. EC2, ECS, and Lambda options. US, EU, and regional hosting for data residency and scalability.
Banks use OpenClaw for compliance tracking, internal briefings, and operational support. AI for banking operations — not customer-facing.
Beauty salons and spas use OpenClaw for appointment reminders, client follow-up, and inventory tracking. AI for salon operations.
Deploy OpenClaw on Microsoft Azure. Azure VM, AKS, and OpenAI Azure integration for enterprise OpenClaw getting it running.
Backup OpenClaw memory, config, and state. Recovery procedures and disaster recovery for production OpenClaw deployments.
OpenClaw best practices for security, performance, and reliability. System prompts, Skills, memory, and operational guidelines.
From customer support to financial monitoring, OpenClaw can automate dozens of business workflows. Here are the highest-value enterprise use cases.
Canadian businesses in Toronto, Vancouver, Montreal use OpenClaw. PIPEDA compliance, Canadian data residency, and local deployment guide.
Cannabis dispensaries and cultivators use OpenClaw for compliance tracking, inventory management, and operational briefings. AI for cannabis operations.
Charities use OpenClaw for donor communication, volunteer coordination, and grant deadline tracking. AI for nonprofit operations.
Cleaning companies use OpenClaw for scheduling, client reminders, and recurring service management. AI for cleaning business operations.
OpenClaw can write, test, debug, and deploy code — autonomously. Learn how developers use it as a 24/7 AI pair programmer and autonomous dev assistant.
Join the OpenClaw community. Discord, GitHub, ClawHub Skills, and where to get help. Complete guide to OpenClaw ecosystem.
Construction firms use OpenClaw for scheduling, subcontractor coordination, and document management. AI automation for builders and contractors.
Looking for an OpenClaw consultant near you? OpenClaw Consult offers remote implementation worldwide. US, UK, Australia, India, and global support.
Consultants use OpenClaw for client communication, project tracking, and deliverable management. AI for consulting operations.
Consulting firms use OpenClaw for client communication, project tracking, and knowledge management. AI for professional services firms.
OpenClaw itself is free and open source, but real costs come from API usage, hardware, and hosting. Here's a transparent breakdown of total cost of ownership.
OpenClaw can scan your emails, track interactions, and build a personal CRM automatically. Learn how to set up an AI-powered contact management system.
Learn how traders use OpenClaw to monitor markets 24/7, get intelligent alerts, and track portfolios — without paying for expensive trading bots.
Support teams use OpenClaw for ticket triage, response drafting, and escalation. AI-powered customer support automation.
Dental practices use OpenClaw for appointment reminders, patient follow-up, and recall management. AI for dental office operations.
OpenClaw's local-first design means your data never leaves your machine. Learn how it stores memory, manages credentials, and protects your privacy.
OpenClaw is built on a local-first, data sovereignty principle. Your conversations, memory, and logs stay on your hardware. Here's exactly what that means.
Set up OpenClaw on Discord for community management, gaming servers, and developer communities. Complete Discord integration guide.
Deploy OpenClaw with Docker for production. Docker Compose setup, persistence, and best practices for reliable agent getting it running.
US ecommerce businesses use OpenClaw to automate order processing, customer support, and inventory. Complete guide for American online retailers.
Ultra comprehensive guide to running OpenClaw on AWS EC2. Instance selection, security groups, Docker, systemd, webhooks, monitoring. Video walkthrough included.
Schools and EdTech companies use OpenClaw for student support, admin automation, and content assistance. AI in education (with appropriate guardrails).
OpenClaw can read, draft, send, and organize your email autonomously. Learn how to automate Gmail and Outlook workflows with your AI agent.
Energy sector uses OpenClaw for asset monitoring, compliance reporting, and operational briefings. AI for utilities and energy companies.
Can enterprises safely deploy OpenClaw? We examine security controls, compliance considerations, and the governance framework for enterprise AI agent deployments.
Event planners use OpenClaw for vendor coordination, timeline tracking, and attendee communication. AI for event management.
Finance teams use OpenClaw for report generation, variance analysis, and reconciliation support. AI automation for CFOs and accountants.
Gyms and fitness studios use OpenClaw for class reminders, member check-ins, and retention outreach. AI for fitness business operations.
After Peter Steinberger joined OpenAI, OpenClaw became an independent foundation. Learn what this means for governance, future development, and the community.
OpenClaw en France : conformité RGPD, hébergement des données, et déploiement pour entreprises françaises. Guide pour le marché francophone.
Freelancers and solopreneurs use OpenClaw to automate client communication, invoicing, and project tracking. AI assistant for independent professionals.
What's next for OpenClaw? From the Foundation's Q1 governance goals to long-term personal agent vision, here's the complete OpenClaw roadmap for 2026 and beyond.
German businesses use OpenClaw with GDPR compliance. EU data residency, German hosting, and Datenschutz considerations for DACH region.
Government agencies use OpenClaw for internal briefings, compliance tracking, and administrative support. AI for government operations.
Deploy OpenClaw on Google Cloud Platform. Compute Engine, GKE, and Vertex AI integration for scalable agent getting it running.
Connect OpenClaw to Google Workspace. Gmail, Drive, and Calendar integration for email automation, docs, and scheduling.
OpenClaw runs on a Mac Mini, Raspberry Pi, VPS, or even your laptop. Here's a complete hardware guide from minimum specs to optimal 24/7 setups.
Can OpenClaw be used in healthcare? HIPAA considerations, PHI handling, and safe deployment patterns for medical practices and health tech.
The Heartbeat Engine is what makes OpenClaw proactive. Learn how it schedules autonomous tasks, monitors conditions, and keeps your agent running 24/7.
HEARTBEAT.md is the checklist your OpenClaw agent runs on its own schedule. Learn exactly what to put in it and how to unlock proactive automation.
What to look for when hiring an OpenClaw developer. Required skills, interview questions, and when to use a consultant instead.
Hotels and travel companies use OpenClaw for guest communication, booking management, and concierge assistance. AI for hospitality.
Hotels use OpenClaw for guest communication, housekeeping coordination, and operational briefings. AI for hotel operations.
HR teams use OpenClaw for onboarding checklists, compliance tracking, and policy reminders. AI for HR operations.
Connect OpenClaw to HubSpot for lead management, contact enrichment, and CRM automation. Setup guide for sales and marketing teams.
HVAC contractors use OpenClaw for job scheduling, maintenance reminders, and customer follow-up. AI for HVAC business operations.
Import/export and customs brokers use OpenClaw for documentation tracking, compliance deadlines, and shipment status. AI for international trade.
Indian businesses in Mumbai, Bangalore, Delhi use OpenClaw for automation. Data localisation, rupee pricing, and India deployment guide.
Insurance agencies use OpenClaw for claims triage, policy inquiries, and renewal reminders. AI automation for agents and underwriters.
Interior designers use OpenClaw for project tracking, client communication, and vendor coordination. AI for interior design firms.
MSPs and IT service providers use OpenClaw for ticket tracking, client communication, and maintenance scheduling. AI for IT services operations.
Jewelers use OpenClaw for inventory tracking, client follow-up, and repair management. AI for jewelry business operations.
Deploy OpenClaw on Kubernetes for production: Helm charts, scaling, and high availability. Guide for DevOps teams.
Landscaping and lawn care companies use OpenClaw for scheduling, client follow-up, and seasonal reminders. AI for landscaping operations.
Law firms use OpenClaw for client intake, document triage, deadline tracking, and research assistance. Ethical and practical guide for legal practices.
Legal professionals use OpenClaw for research assistance, document summarization, and matter management. AI for law firms and legal teams.
Step-by-step guide to installing OpenClaw on Linux. Covers Ubuntu, Debian, Arch, and headless server setups with systemd service configuration.
Locksmiths use OpenClaw for job scheduling, customer reminders, and service follow-up. AI for locksmith operations.
Logistics and supply chain companies use OpenClaw for shipment tracking, exception alerts, and carrier communication. AI for freight and shipping.
OpenClaw stores memory in local Markdown files that persist indefinitely. Learn how this makes your agent smarter, more personalized, and more useful with every i...
Manufacturers use OpenClaw for production monitoring, supply chain alerts, and quality reporting. AI automation for factories and production teams.
Marketing agencies use OpenClaw for client communication, campaign tracking, and deliverable management. AI for marketing agency operations.
Media and publishing teams use OpenClaw for research, content briefs, and distribution. AI automation for publishers and content teams.
Medical device companies use OpenClaw for regulatory tracking, quality documentation, and compliance support. AI for MedTech operations.
Mining companies use OpenClaw for compliance tracking, safety reporting, and operational briefings. AI for mining operations.
OpenClaw stores memory as local Markdown files you can read and edit. Learn how its long-term memory works, what it stores, and how to manage it.
OpenClaw works with WhatsApp, Telegram, Slack, Discord, iMessage, and more. Full breakdown of every supported channel and setup tips.
Migrate from Zapier, Make, or legacy chatbots to OpenClaw. Step-by-step migration guide for automation and AI tools.
Mortgage lenders use OpenClaw for pipeline tracking, compliance alerts, and document management support. AI for mortgage operations.
Moving companies use OpenClaw for job scheduling, customer reminders, and estimate follow-up. AI for moving company operations.
OpenClaw supports multi-agent systems where specialized agents collaborate via shared Markdown files. Learn how to build a coordinated AI team for your business.
Museums use OpenClaw for operational briefings, membership management, and event coordination. AI for museum operations.
Musicians and labels use OpenClaw for tour coordination, release scheduling, and fan engagement. AI for music industry operations.
OpenClaw went through three names in one week. Here's the full story of the Anthropic trademark dispute, the Moltbot era, and the final OpenClaw rebrand.
Nonprofits use OpenClaw for donor communication, volunteer coordination, and program support. Cost-effective AI for resource-constrained organizations.
Connect OpenClaw to Notion for knowledge base queries, doc summarization, and task management. Notion AI automation guide.
Yes — OpenClaw can run entirely offline using local models via Ollama. Learn which models work best, how to set them up, and the trade-offs vs cloud.
Oil and gas companies use OpenClaw for compliance tracking, safety reporting, and operational briefings. AI for oil and gas operations.
Run OpenClaw with zero cloud dependency using Ollama and local models like Llama 3, Mistral, or Phi-4. Full setup guide with performance tips.
OpenClaw is fully open source on GitHub with 145,000+ stars. Learn about its license, how to contribute, and what the foundation model means for its future.
OpenClaw runs 24/7 as your personal AI assistant — scheduling briefings, monitoring your world, and taking action without you asking. Learn how to set it up.
Pet groomers and daycares use OpenClaw for appointment reminders, client follow-up, and vaccination tracking. AI for pet care operations.
Pest control companies use OpenClaw for scheduling reminders, recurring service management, and customer follow-up. AI for pest control operations.
Pharmaceutical companies use OpenClaw for regulatory tracking, literature monitoring, and research support. AI for pharma compliance.
Plumbers use OpenClaw for job scheduling, customer reminders, and maintenance follow-up. AI for plumbing business operations.
Pool service companies use OpenClaw for scheduling reminders, chemical tracking, and client follow-up. AI for pool service operations.
Print shops use OpenClaw for job tracking, customer updates, and proof approval reminders. AI for printing operations.
Property managers use OpenClaw for tenant communication, maintenance tracking, and lease management. AI for property management operations.
Prompt injection is OpenClaw's most subtle threat. Learn how attackers plant instructions in emails, web pages, and documents — and how to defend against it.
Run a 24/7 OpenClaw agent on a Raspberry Pi 5 for under $100. This full guide covers setup, performance tuning, and what it can and can't do.
UK estate agents and property managers use OpenClaw for lead qualification, viewing scheduling, and tenant communication. Guide for British property professionals.
Recruiters and HR teams use OpenClaw to automate candidate screening, scheduling, and pipeline management. AI for talent acquisition.
Remote and distributed teams use OpenClaw for async coordination, standup summaries, and cross-timezone automation. Guide for remote-first companies.
Restaurants use OpenClaw for reservation management, inventory alerts, and staff scheduling. AI automation for food service businesses.
Retailers use OpenClaw for omnichannel customer service, inventory sync, and store operations. AI for brick-and-mortar and online retail.
How to calculate OpenClaw ROI. Time savings, cost comparison, and ROI calculator for AI agent deployment decisions.
SaaS companies use OpenClaw for customer support, onboarding, churn prevention, and product feedback. AI automation for software businesses.
Sales teams use OpenClaw for lead follow-up, CRM updates, and meeting prep. AI automation for SDRs and account executives.
Integrate OpenClaw with Salesforce for enterprise CRM automation. Lead routing, opportunity management, and Salesforce AI workflows.
Scale OpenClaw for high volume and multiple agents. Architecture patterns, resource planning, and scaling best practices.
Security companies use OpenClaw for shift scheduling, guard coordination, and client reporting. AI for physical security operations.
135,000+ exposed OpenClaw instances were found online in February 2026. Learn about RCE exploits, prompt injection, and how to secure your setup.
Set up OpenClaw on your Mac in under 30 minutes. This complete tutorial covers Node.js, API keys, Telegram bot setup, and running your first autonomous agent.
Software teams use OpenClaw for CI/CD monitoring, deployment alerts, and project coordination. AI for software development operations.
Singapore businesses use OpenClaw for automation. PDPA compliance, regional hosting, and OpenClaw deployment for the Lion City.
OpenClaw Skills are modular extensions that give your agent new abilities — from shell access to browser control. Here's everything you need to know.
Solar installers use OpenClaw for lead follow-up, project tracking, and permit coordination. AI for solar business operations.
Sports teams and facilities use OpenClaw for scheduling, member communication, and registration management. AI for sports operations.
Connect OpenClaw to Slack for team automation. Setup guide, use cases, and best practices for Slack-native AI agents.
Small businesses are using OpenClaw to automate customer support, scheduling, inventory tracking, and more. A practical guide for non-technical business owners.
Connect OpenClaw to Home Assistant, Philips Hue, and smart sensors for AI-driven home automation. Full integration guide with real community examples.
OpenClaw can monitor, draft, and post social content autonomously. Learn how to automate your social media presence with an AI agent.
Startups use OpenClaw to do more with less. Customer support, investor updates, and ops automation for lean teams without hiring.
Tax preparers use OpenClaw for deadline tracking, client reminders, and document collection. AI for tax practice operations.
Learn how to create a Telegram bot and connect it to OpenClaw. Full step-by-step tutorial including BotFather setup, groups, and privacy settings.
Towing companies use OpenClaw for dispatch coordination, customer updates, and invoice follow-up. AI for towing operations.
Transport and delivery companies use OpenClaw for fleet coordination, driver communication, and delivery updates. AI for logistics operations.
Travel agents use OpenClaw for itinerary management, client follow-up, and booking coordination. AI for travel agency operations.
OpenClaw not responding? API errors? Connection issues? Troubleshooting guide for the most common OpenClaw problems and solutions.
UAE and Dubai businesses use OpenClaw for automation. Middle East deployment, Arabic support, and Gulf region implementation guide.
OpenClaw for UK businesses: GDPR compliance, UK data residency, and deployment for British companies. Guide for the UK market.
Veterinary clinics use OpenClaw for appointment reminders, vaccination tracking, and client follow-up. AI for vet clinic operations.
Add voice capabilities to OpenClaw. Speech-to-text, text-to-speech, and voice agent setup for hands-free AI interaction.
AutoGPT was the pioneer. OpenClaw is the evolution. A detailed comparison of architecture, ease of use, reliability, and real-world utility.
Warehouses use OpenClaw for inventory alerts, operational briefings, and compliance tracking. AI for warehouse operations.
Wedding planners use OpenClaw for vendor coordination, timeline tracking, and client communication. AI for wedding planning operations.
Wineries and wine shops use OpenClaw for inventory tracking, wine club management, and tasting room coordination. AI for wine business operations.
OpenClaw and ChatGPT solve very different problems. Here's an honest, side-by-side comparison of features, use cases, and trade-offs.
OpenClaw and Microsoft Copilot take very different approaches to AI assistance. This detailed comparison helps you choose the right tool for your workflow.
How does OpenClaw compare to traditional RPA tools like UiPath and Blue Prism? A full comparison of cost, flexibility, and AI-native automation.
OpenClaw and Zapier/Make solve automation differently. Here's a detailed breakdown of cost, capability, flexibility, and the right choice for each use case.
OpenClaw can browse websites, fill forms, extract data, and interact with web apps on your behalf. Learn how the browser automation Skill works and what it can do.
Full guide to connecting OpenClaw to WhatsApp using the WhatsApp Business API or Baileys. Includes setup steps, costs, and WhatsApp vs Telegram comparison.
Complete guide to installing OpenClaw on Windows using WSL2, Docker, or native Node.js. Includes configuration, troubleshooting, and first-run setup.
How OpenClaw reshaped 2026: autonomous agents, 100K GitHub stars in 7 days, the SaaSpocalypse, and the shift from reactive to proactive AI. Comprehensive analysis.
Search engine scans found 21,000+ OpenClaw instances with no authentication in January 2026. By February: 135,000. Why default auth matters.
OpenClaw version 2026.2.17 patches CVE-2026-25253, 24763, 26322, 26319, 26329. Auth required by default. Docker sandbox fixed. Upgrade immediately.
OpenClaw reached 100,000 GitHub stars within seven days — eighteen times faster than Kubernetes. What drove the adoption and what it means.
OpenClaw Gateway runs on 127.0.0.1:18789 by default. Localhost-only for security. Why you shouldn't expose it to the public internet.
OpenClaw: Review of ClawHub identified 340+ malicious packages: keyloggers, data exfiltration, backdoors. 12-20% of registry. VirusTotal integration response.
OpenClaw exceeds 430,000 lines of code. Platform integrations, security, ClawHub, multi-agent. Why it's large and why Nanobot/ZeroClaw reacted.
The acqui-hire pattern: creator joins frontier lab, project moves to independent foundation. OpenAI sponsors, OpenClaw stays open. How it worked.
AGENTS.md defines specific behaviors and workspace configurations for OpenClaw. Multi-agent setups, role-specific instructions, context switching.
OpenClaw: Because the AI agent's core function is to execute commands, malicious behavior often looks identical to legitimate automation. Security team nightmare.
Enterprises suffer app fatigue — 10+ SaaS apps daily. OpenClaw reduces cognitive load: one interface (WhatsApp, Telegram) orchestrates all tools. Budget follows.
OpenClaw: ClawHavoc malicious skills delivered Atomic macOS Stealer (AMOS). Exfiltrates Keychain, browser cookies, crypto wallets. Why skill auditing matters.
The Awesome OpenClaw Use Cases repository is the blueprint for the agentic life. Content pipelines, self-healing servers, Personal CRM, earnings tracker.
IT budget allocation: AI budgets up 100%+, overall IT up 8%. Budget harvesting from legacy apps to agent infrastructure. OpenClaw captures the shift.
To survive the agentic shift, software companies must capture AI spend. Outcome-based pricing, API-first, agent partnerships. OpenClaw implications.
OpenClaw: The Channel Layer translates platform-specific data into a common internal structure. Mentions, reactions, media — uniform for the agent.
OpenClaw stores memory in ~/clawd/. SOUL.md, AGENTS.md, HEARTBEAT.md, TOOLS.md, SKILLS.md. Human-readable, grep-able, Git-versionable.
Clawd was the original OpenClaw assistant — phonetic tribute to Claude. Now Molty. Clawdbot derived from Clawd. The naming lineage explained.
Call a phone number and speak directly to your OpenClaw agent. Hands-free calendar updates, Jira checks while driving. Telnyx/VoIP integration.
OpenClaw: How the ClawHavoc campaign targeted ClawHub with malicious skills. Learn to identify and avoid agentic supply chain attacks. SecureClaw auditing.
Three-agent OpenClaw team: news monitor, job posting tracker, app store reviews. Daily Telegram summary. $20-30/month. Startup competitive intel.
Chain Research, Writing, and Thumbnail agents in Discord. OpenClaw content pipelines that deliver complete packages for human review by 8 AM.
Couch coding: describe features in natural language via Telegram. OpenClaw implements, runs dev server, verifies. Rebuild entire site while watching a movie.
During OpenClaw rebrand, crypto scammers grabbed social handles, promoted fake $CLAWD token. Hit $16M market cap. Steinberger denounced. Lessons for viral AI.
CVE-2026-25253 one-click RCE, CVE-2026-24763 Docker sandbox bypass, CVE-2026-26322 SSRF. OpenClaw January 2026 security disclosures. Patch status.
The ultimate goal of the OpenClaw Foundation is to become the de facto standard for self-hosted agentic AI. What that means and how to get there.
OpenClaw supports DeepSeek, Kimi K2.5, GLM-5. 1/10th the cost of Claude. SWE-bench 76.8%. WeChat, DingTalk, Feishu integrations for China market.
OpenClaw represents the democratization of agency — providing individual users with high-context AI assistants that run locally and operate continuously.
OpenClaw device-pairing system issues scoped tokens to approved users. Each paired device gets token for its session. Revoke individually if lost.
During earnings season, OpenClaw scans the financial calendar for NVDA, MSFT. Searches for report drops, posts beat/miss summary with guidance to Telegram.
OpenClaw Foundation plans official Extension Marketplace for community skills. Auditing, review systems, industry-specific automation for banking, logistics, retail.
Security researchers called the January 2026 OpenClaw incidents the first mass-casualty event for agentic AI. Exposed instances, ClawHavoc, Moltbook. Lessons.
OpenClaw Foundation sustainability through corporate sponsors. OpenAI, others contribute resources. Ensure project integrity and stability. Foundation model expla...
How the OpenClaw Gateway manages WhatsApp, Telegram, Slack, Discord, and iMessage. WebSocket protocol, Channel Layer, and 127.0.0.1:18789 explained.
The OpenClaw Foundation envisions Household Adoption: families using shared instances for smart homes, insurance claims, educational schedules. QR code onboarding.
Name your OpenClaw agent Reef. Monitor Kubernetes, diagnose failures, apply Ansible/Terraform fixes. Nightly brainstorm at 4 AM. TruffleHog for secrets.
OpenClaw agent independently initiated insurance dispute over rejected claim. Accessed docs, navigated portal, submitted dispute. 10 min user review vs 2-3 hours ...
OpenClaw acts as an intelligent wrapper that interacts with APIs directly. Bypass the need for humans to open SaaS UIs. The SaaSpocalypse driver.
Moonshot AI launched Kimi Claw — a managed cloud competitor to OpenClaw. Kimi K2.5 model, WeChat integration, China market focus. OpenClaw vs Kimi Claw.
OpenClaw reached 100K GitHub stars in 7 days. Kubernetes took ~4 years for the same. 18x faster adoption. What it signals about agentic AI demand.
Security researchers use 'lethal trifecta' to describe OpenClaw: private data access + external communication + untrusted content. Prompt injection conditions.
OpenClaw as Life OS: one agent for email triage, health tracking, smart home, calendar. Claude Code does coding; OpenClaw does life. The agentic life.
Why the Mac Mini became the default OpenClaw host. Personal AI server trend, hardware demand, and alternatives for running OpenClaw 24/7.
The OpenClaw Foundation Maintainer Council governs decision-making independently of OpenAI. Roadmap, technical priorities, and community representation.
OpenClaw enters maturation phase: Maintainer Council, auth required, Docker hardening, ClawHub vetting. From viral chaos to stable standard.
OpenClaw Foundation plans Mobile Companion App for native iOS/Android. Alternative to WhatsApp/Telegram. Community prefers messaging apps for now.
Credential harvesting attack against Moltbook exposed API tokens for 1.5 million agents. OpenClaw ecosystem breach. Lessons for credential storage.
The chaotic 72-hour rebrand: Clawdbot → Moltbot → OpenClaw. Anthropic trademark pressure, 5 AM brainstorm, Sam Altman consultation. Full history.
NanoClaw runs all OpenClaw agent actions in isolated Apple Containers. Compromised agent cannot touch host filesystem. Security-conscious getting it running.
OpenClaw: Reef's Nightly Brainstorm at 4 AM: review logs, identify patterns, suggest optimizations. Catch slow degradation before it becomes an incident.
OpenClaw delivers outcome-based automation — the agent achieves the result without a human in the loop. Why this kills seat-based SaaS pricing.
OpenClaw: Daily cron scans Gmail and Google Calendar. Extract contacts, interaction timestamps. Query via Telegram: Who do I need to follow up with this week?
OpenClaw runs paper trading simulations on Polymarket. Analyze volume spikes, arbitrage spreads. Execute trades in database, daily performance logs to Discord.
Peter Steinberger founded PSPDFKit — PDF rendering used by Fortune 500. Built OpenClaw in a weekend. Now at OpenAI leading personal agents. The creator's background.
Peter Steinberger's vision: onboard OpenClaw as easily as scanning a QR code. From 60-minute technical setup to 5-minute for anyone. Household adoption.
Configure OpenClaw quiet hours to restrict proactive Heartbeat notifications. Run tasks during day, suppress alerts at night. active_hours explained.
The OpenClaw reasoning loop: load context, call LLM, get tool request, execute, loop. Multi-step actions. What makes agents different from chatbots.
OpenClaw: How autonomous agents erased $2T from S&P 500 Software. Seat-based licensing vs outcome-based automation. Why CIOs are consolidating app counts.
Before finalizing OpenClaw name, Peter Steinberger consulted Sam Altman to avoid trademark conflicts. Foreshadowed February 2026 OpenAI acqui-hire.
SecureClaw runs 55 automated checks for OpenClaw misconfigurations and malicious skill patterns. Open-source auditing tool. Integrate into deployment pipeline.
OpenClaw agent named Reef monitors Kubernetes, rotates certs, clears disk, restarts pods. Resolved 3 incidents before on-call was paged. Junior sysadmin who never...
sessions_spawn and sessions_send enable OpenClaw agents to communicate. Research Agent spawns Writing Agent. Content Factory orchestration.
Token Security found 22% of employees use OpenClaw on work devices without IT approval. Shadow AI risks, lateral movement, and governance strategies.
SOUL.md contains your OpenClaw agent's personality, core values, and long-term instructions. Learn how to configure persistent agent identity.
The era of static software is ending. OpenClaw embodies the shift to autonomous task management. Outcome-based value, not seat-based access. AI budget.
SWE-bench measures coding capability. Claude 4.6 Opus 80.8%, Kimi K2.5 76.8%, DeepSeek 73.1%. Which model to use with OpenClaw for coding.
Systems of Record (Salesforce, Google) own data — retain value. Point solutions (UI-only) lose to OpenClaw's intelligent wrapper. CIO consolidation.
Build an OpenClaw Multi-Source Tech News Digest. RSS, Twitter/X, GitHub releases. Deduplication, quality scoring, Discord/WhatsApp delivery.
Token Security surveyed enterprises: 22% of employees use OpenClaw on work devices without IT approval. Shadow AI report findings and implications.
TOOLS.md and SKILLS.md enumerate the functional capabilities your OpenClaw agent can invoke. Shell, web search, calendar, email — declarative skill definition.
How OpenClaw's two-tier processing uses cheap deterministic scripts before LLM escalation. Cut Heartbeat API costs by 70%+ with smart task design.
OpenClaw's origins in vibe coding — rapid, natural-language-driven development that prioritized immediate utility. Weekend build, ship fast, iterate.
OpenClaw for Life OS automation vs Claude Code for software engineering. Compare features, SWE-bench scores, memory, and enterprise safety.
OpenClaw (430K lines) vs Nanobot (4K lines). Compare features, security, use cases. When to choose the minimal Python agent over the full framework.
OpenClaw China integrations: WeChat, DingTalk, Feishu (Lark). Essential for de facto workplace assistant in China. Community forks, Foundation roadmap.
Peter Steinberger built WhatsApp Relay in a weekend. Forward AI responses to messaging apps. The project that became Clawdbot, Moltbot, OpenClaw.
ZeroClaw is a pure Rust rewrite of OpenClaw. Operates in under 5MB RAM, boots in under 10ms. For $10 embedded hardware and performance enthusiasts.
Peter Steinberger built OpenClaw over a weekend in November 2025. Learn the full story — from PSPDFKit founder to viral AI creator to OpenAI hire.
OpenClaw: Agentic AI systems act on goals, not just prompts. Learn what makes AI 'agentic,' how it differs from chatbots, and why 2026 is the year of agents.
ClawHub is OpenClaw's community-driven extension marketplace. Learn what it offers, how to safely install skills, and the security risks to watch for.
OpenClaw: Moltbook is a social network where only AI agents can post. Learn how it works, why 1.5 million agents joined, and what it means for the future of AI.
OpenClaw is an open-source AI agent framework that runs 24/7 on your hardware via WhatsApp, Telegram, or Slack. Proactive, local-first, 145K+ GitHub stars. Comple...
OpenClaw was built using 'vibe coding' — writing software through high-level conversations with AI. Learn what this means for software development in 2026.
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