apple-pi

A pi extension that lets your main agent delegate tasks to smaller, focused subagents running in parallel.

Install

pi install npm:apple-pi

Why

One LLM doing everything means one bloated context window — planning, grepping, editing, all with every tool schema loaded. apple-pi splits work into agents that each get only the tools and context they need, running the right model for the job.

How It Works

apple-pi registers a delegate tool. When the parent LLM calls it, each task spins up a lightweight in-process Agent — no subprocesses, no CLI overhead, just an object and an HTTP call to the provider. Tasks run in parallel via Promise.allSettled and results come back to the parent.

Parent LLM calls delegate
  ├── scout (haiku, read-only)  ──→ parallel
  ├── scout (haiku, read-only)  ──→ parallel
  └── worker (sonnet, all tools) ──→ parallel
Results returned to parent

Agents

Agents are markdown files with YAML frontmatter. The body is the system prompt.

---
name: scout
description: Fast codebase reconnaissance
model: anthropic/claude-haiku-4-5
thinking: off
tools: read, grep, find, ls
---
You are a codebase scout. Find and summarize relevant files.
Be concise. Never edit files.

Agents are discovered from three locations (highest priority wins by name):

1. .pi/agents/*.md (project)
2. ~/.pi/agent/agents/*.md (user)
3. Bundled with apple-pi (default)

Frontmatter

License

Apache-2.0