Human-in-the-loop interaction tool. The `AskHuman` CLI pops up a window (or uses Telegram / Slack / DingTalk / Feishu) to collect a human response and return it to the AI — usable standalone or as a dependency.

Windows x64 binary for humaninloop (AskHuman). Installed automatically as an optional dependency of `humaninloop`.

macOS x64 binary for humaninloop (AskHuman). Installed automatically as an optional dependency of `humaninloop`.

macOS arm64 binary for humaninloop (AskHuman). Installed automatically as an optional dependency of `humaninloop`.

Linux x64 binary for humaninloop (AskHuman). Installed automatically as an optional dependency of `humaninloop`. GUI popup requires system WebKitGTK.

Human-in-the-loop interaction tool. The `AskHuman` CLI pops up a window (or uses Telegram) to collect human input and prints the result to stdout — usable standalone or as a dependency.

Agent orchestration, memory, and multi-agent patterns for ElsiumAI

Interaction modes for Reactive Agents — 5 autonomy modes, checkpoints, and human collaboration

Human-in-the-loop for Mastra: a blocking createTool that asks a real human on their phone, plus a durable suspend/resume workflow step.

Human-in-the-loop for LangGraph and LangChain: a blocking ask_human tool, plus a durable interrupt()/Command resume that reaches your user on their phone.

Types, JSON Schema, and parser/validator for the agentic-workflow machine envelope — the fixed JSON block a driven agent turn ends with (workflow-status always; other skills under the driver-injected snippet), for programmatic orchestration.

A workflow orchestrator for running agents and scripts in sequence with state management

Human-in-the-loop for LangGraph.js over Telegram — surface interrupt() payloads as approve/reject/edit buttons in a Telegram chat and feed the human's answer back into the graph via Command(resume).

Universal AI Firewall SDK for Node.js — prevents PII, credentials, and sensitive data from leaking through ANY AI tool.