# Orchestrate local-first agent memory and workflows with OpenHuman

> Set up OpenHuman as a local-first personal agent harness that syncs context, builds durable memory, and coordinates multi-agent workflows behind approval gates.

- Skill: `agentskillexchange/orchestrate-local-first-agent-memory-and-workflows-with-open` (Agent Skill)
- Install (CLI): `npx skillmds@latest add agentskillexchange/orchestrate-local-first-agent-memory-and-workflows-with-open`
- Raw SKILL.md: https://api.skillmd.com/api/skills/agentskillexchange/orchestrate-local-first-agent-memory-and-workflows-with-open/raw
- Safety review: pending (external: skill-scanner PASS, skillspector PASS)
- Works with: Claude Code, Claude.ai, OpenAI Codex
- Category: AI & ML
- Author: agentskillexchange (https://skillmd.com/u/agentskillexchange)
- Updated: 2026-09-08
- Page: https://skillmd.com/skills/agentskillexchange/orchestrate-local-first-agent-memory-and-workflows-with-open

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# Orchestrate local-first agent memory and workflows with OpenHuman

Set up OpenHuman as a local-first personal agent harness that syncs context, builds durable memory, and coordinates multi-agent workflows behind approval gates.

## Prerequisites

OpenHuman desktop or core release, local workstation, selected account connectors or MCP tools, target agent runtimes such as Claude Code, Codex, OpenClaw, or Hermes, and configured model/provider access

## Installation

Install or set up from the source-backed instructions:

Download installers from https://tinyhumans.ai/openhuman or https://github.com/tinyhumansai/openhuman/releases/latest. For source builds, install Git, Node.js 24+, pnpm 10.10.0, Rust 1.93.0 with rustfmt and clippy, CMake, Ninja, ripgrep, and platform desktop prerequisites; then clone the repo, run git submodule update --init --recursive, pnpm install, and pnpm --filter openhuman-app dev:app for the desktop shell.

- Source: https://github.com/tinyhumansai/openhuman

## Documentation

- https://tinyhumans.gitbook.io/openhuman/

## Source

- [Agent Skill Exchange](https://agentskillexchange.com/skills/orchestrate-local-first-agent-memory-and-workflows-with-openhuman/)