# Paperclip via Claude Code: multi-agent orchestration locally

> Paperclip is a local multi-agent orchestration framework that auto-creates a team of AI agents, each triggering its own onboarding tasks.

Published: 2026-03-22
URL: https://daniliants.com/insights/paperclip-via-claude-code-multi-agent-orchestration-locally/
Tags: multi-agent, autonomous-agents, orchestration, openclaw

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## Summary

Paperclip is a multi-agent orchestration framework that runs locally and auto-creates a team of AI agents (starting with a CEO agent) that each trigger their own onboarding tasks. Unlike single-agent tools like OpenClaw, Paperclip coordinates multiple agents that understand the codebase and business context, essentially automating manual delegation workflows.

## Key Insight

- Paperclip positions itself as the "next level up" from single-agent tools like OpenClaw: instead of one agent doing tasks, you get an orchestrated team of agents with distinct roles
- The setup involves forking the Paperclip repo and running it locally, connecting it to existing GitHub repositories so agents can review and understand current projects
- Each agent, once created, automatically triggers a familiarisation task on itself, a self-onboarding pattern where agents bootstrap their own context
- The CEO agent starts first and then builds out the rest of the team, mimicking a top-down org structure
- The key value proposition is compressing time: tasks that would take a founder hours or days of manual delegation and execution happen autonomously in parallel
- Scheduling capability means this can run as a persistent background process, not just on-demand
- Early stage and experimental: the creator is still in the experimenting phase, so stability and real output quality are unknown