Human in the loop and the autonomous agent problem
Envelope is a multi-agent designer tool that allows users to describe their AI workflow in natural language and get a complete sub-agent design. The tool exports a structured JSON document that describes every agent's role, tool access, and reporting relationship. Envelope is different from other tools like ChatGPT and workflow automation tools as it works at the design layer, helping users structure a multi-agent AI workflow.
- ▪Envelope designs multi-agent teams in minutes, allowing users to describe what they need and export a complete sub-agent design.
- ▪The tool provides a structured team definition, including roles, skills, model, tools, and handoffs, which can be stored in Git and implemented directly.
- ▪Envelope is free to start, with paid plans available for teams who need collaboration, version history, and org-wide sharing.
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Multi-agent designerDesign yourmulti-agent teamsin minutes.Envelope designs your multi-agent workflow. Describe what you need, get a complete sub-agent design — roles, skills, model, tools, and handoffs — and export it.GenerateNo company URL? Start free →Designs agent teams around the tools you already useSlackHubSpotNotionStripeJira+ 500 moreHow it worksFrom idea to spec in minutes.01DescribeTell Envelope what you want to automate, or enter your company URL and it'll suggest ideas by department. No blank page.02DesignEnvelope designs the sub-agent structure — roles, skills, model, tools, and reporting lines.
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