Skip to content

Concepts

Understand the ideas behind the toolkit before diving into specifics.

Start here

  • Philosophy — Why the toolkit exists and the principles behind it
  • Two Workflows — Unified Product Development and Knowledge Work
  • Orchestrators — How agents coordinate complex tasks

Architecture

  • What a Spec Is — One internal implementation artifact per feature; why acceptance happens earlier, on a prototype
  • Project Lifecycle — How a project moves from idea to production
  • Definition of Ready & Done — The named entry bar (spec birth) and exit bar (finalize), and where each item is enforced
  • Plugin Architecture — How plugins are structured and installed
  • Context Footprint — What a large skill library actually costs in tokens (progressive disclosure, measured)
  • Learning Loop — How the toolkit gets smarter over time