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methodology

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Explains the AI-First development methodology: which skill owns what, Project Knowledge, user-spec planning and implementation, reviewer agents, feature finalization, new projects, and the Claude/Codex dual runtime. Use whenever someone asks how the workflow, pipeline, or skill system works, or which path or skill fits a piece of work.

skills/methodology/SKILL.md

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# AI-First Development Methodology

## Purpose

The methodology keeps project and feature work understandable across sessions while making the
process proportional to the task. Durable project facts live in Project Knowledge, an approved
user-spec is the contract for a planned feature, execution skills own their domain workflows, and
fresh reviewer agents diagnose completed work without taking decisions away from the orchestrator
or the user.

## Operating Model

Requests route directly to skills by intent. The global `commands/` source is currently empty;
feature planning, direct execution, initialization, documentation, and finalization do not depend
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