efficient-dispatch

Installation
SKILL.md

efficient-dispatch - routed, measured, verified

The main model is the orchestrator and Q&A reviewer. Mechanical work runs on cheaper models - and unlike guidance-only approaches, every claim here is checkable against your own ax graph.

The split

Two axes. First, main model vs subagent: the main model orchestrates and reviews; mechanical work goes to subagents. Second, and the one that actually controls spend - the tier of each subagent dispatch:

  • Implementer subagents (well-specified plan tasks, mechanical edits, search, bulk transforms) → dispatch with model: sonnet (or haiku for pure search/locate, per the table).
  • Reviewer / judgment subagents (quality / PR / final / adversarial / code review, design, audit, architect, critique, judge) → keep the strong model: inherit the main model, or set model: opus/fable explicitly. Review is the catch-rate gate; a cheap reviewer misses real bugs.
Installs
105
Repository
necmttn/ax
GitHub Stars
111
First Seen
Jun 12, 2026
efficient-dispatch — necmttn/ax