Dependencies

This skill requires Python 3.8+ and standard library only. No external packages needed.

To install this skill's dependencies:

pip-compile ./requirements.in
pip install -r ./requirements.txt

See ../../requirements.txt for the dependency lockfile (currently empty — standard library only).

Dual-Loop (Inner/Outer Agent Delegation)

This skill defines the orchestration pattern for the Dual-Loop Agent Architecture. The Outer Loop (the directing agent) uses this protocol to organize work, delegate execution to an Inner Loop (the coding/tactical agent), and rigorously verify the results before merging.

This architecture is entirely framework-agnostic and can be utilized by any AI agent pairing (e.g., Antigravity directing Claude Code, or an OpenHands agent directing a specialized CLI sub-agent).