handoff

Write a design doc for agent implementation.

Write all responses in ASD-STE100 Simplified Technical English.

Reduce a document to its concise form: every word carries meaning, like a math book where nothing can be removed without losing information.

Default communication mode.

Audit ticket completeness and validate system consistency before dev starts.

Review Ruby code for clean code principles and improve readability and maintainability

Iterative research exploration — one question per round, research it, Socratically probe the answer, refine until complete or capped

Create a pull request with context from the design discussion

Design discussion — align on where we are going before planning how

Execute the plan phase by phase with verification checkpoints

Objective codebase research driven by questions — facts only, no opinions

Structure outline — vertical slices with test checkpoints