prompt2botAutomate your life & business in plain language.
Describe the workflow you want — we'll build, connect your tools, and deploy it instantly.
Agent Infrastructure
Every assistant comes with real execution power
Full VM
Each agent gets a persistent virtual machine. Run scripts, scrape data, generate files, and automate tasks — anything a computer can do.
Browser
Agents can browse the web, scrape pages, fill out forms, and research websites on your behalf.
Pre-Built Skills
Plug in pre-built skills — Google Calendar, Sheets, Docs, Gmail, Shopify, voice transcription, and web search.
Custom Tools & APIs
Connect your backend APIs as tools. The agent calls your endpoints to take real actions across your systems.
Memory
Remembers past context and customer history across conversations for seamless continuity.
Proactive Schedules
Agents can initiate conversations, send reminders, and run scheduled workflows. Not just reactive.
Why prompt2bot vs. Local Harnesses?
Local-first frameworks like OpenClaw and Hermes are great for solo experiments in a terminal. Here is how prompt2bot is architected for secure, multi-user production.
| Capability / Architecture | prompt2botProduction Ready | OpenClaw | Hermes Agent |
|---|---|---|---|
Multi-User Data Isolation Architecture & Multi-Tenancy | Structural isolation (`isolateUsers = true`) Per-conversation memory isolation enforced at the schema level. Zero risk of client data or file leaks. | Shared workspace directory Single gateway auth token and shared workspace. Files from one user session can leak to another. | Global `USER.md` memory file Stores preferences in one global file injected into every conversation, causing cross-user contamination. |
Idle Cost & Scaling Cost & Compute | Zero idle cost (serverless edge) Stateless edge run loop executes only on incoming events. Create unlimited free agents without paying for idle VMs. | Heavy persistent processes Requires dedicated persistent containers or VPS per bot, paying 24/7 server bills even when idle. | Tied to host runtime Designed for single-machine local execution or dedicated server instances. |
Code Execution & Secret Egress Security & Sandboxing | Safescript + On-Demand VMs Domain-level firewall for credentials (e.g. Stripe keys only go to Stripe) + ephemeral VMs that auto-destruct. | Direct root shell access Agent has raw host shell access without outbound network firewalling, vulnerable to malicious supply-chain scripts. | Unrestricted local terminal Executes scripts directly on local operating system with full access to local filesystem and environment. |
Human-in-the-Loop Approvals Safety & Governance | Secure Admin Approvals When talking to third parties, sensitive tool execution pauses and requests 1-tap owner approval via WhatsApp/chat. | No multi-tenant authorization Any interacting user can trigger full agent tool capabilities unless custom middleware is written. | No external verification gate Lacks role-based permission verification when interacting across untrusted external contacts. |
Chat-Native Multi-Channel Messaging & Channels | Native WhatsApp, Telegram, E2EE, Email Built-in WhatsApp (Official + Supergreen), Telegram, Alice & Bot (E2EE), AgentMail, quote replies, and emoji reactions. | Webchat & terminal first Requires complex self-hosted bridge architecture and manual webhook configuration for messaging apps. | CLI / terminal wrappers Primarily local CLI oriented with basic community chat adapters. |
Time to Production Deployment & UX | < 1 minute setup (AI Builder) Conversational AI builder creates prompt, tools, and channel connections automatically. 1-click Talk-to-Skill launcher. | Manual orchestration Requires terminal setup, Docker image building, gateway token management, and infrastructure maintenance. | Local developer setup Requires Python environment setup, local API key configuration, and manual tool wiring. |
Multi-User Data Isolation
Per-conversation memory isolation enforced at the schema level. Zero risk of client data or file leaks.
Idle Cost & Scaling
Stateless edge run loop executes only on incoming events. Create unlimited free agents without paying for idle VMs.
Code Execution & Secret Egress
Domain-level firewall for credentials (e.g. Stripe keys only go to Stripe) + ephemeral VMs that auto-destruct.
Human-in-the-Loop Approvals
When talking to third parties, sensitive tool execution pauses and requests 1-tap owner approval via WhatsApp/chat.
Chat-Native Multi-Channel
Built-in WhatsApp (Official + Supergreen), Telegram, Alice & Bot (E2EE), AgentMail, quote replies, and emoji reactions.
Time to Production
Conversational AI builder creates prompt, tools, and channel connections automatically. 1-click Talk-to-Skill launcher.
Simple, Transparent Pricing
🆓 Free
- 0 LLM runs/mo (200 in your first 30 days) — with phone verified
🔍 Curious
- 1,500 LLM runs/mo
- Email support
🎯 Hobby
- 4,000 LLM runs/mo
🌟 Standard
- 24,000 LLM runs/mo
- Priority support
🚀 Pro
- 80,000 LLM runs/mo
- Dedicated support
All plans include: Unlimited agents · Unlimited actions · Unlimited training links · Analytics · Embed anywhere
Learn
Thoughts on agents, architecture, and shipping fast
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prompt2bot relies on open source libraries and skill infrastructure.