DannyMac180

Explain any digital artifact — a paper, PDF, article, code diff, or codebase — so the person actually understands it, not just skims it. Explanations are shaped by a persistent learner profile, gated by comprehension quizzes, and feed a spaced-repetition…

Plan and run AI-agent dynamic workflows for complex tasks that benefit from explicit orchestration, goal mode, subagents or simulated work packets, approval gates, integration, verification, and reusable workflow artifacts. Use when the user invokes this…

Codex-native risk-gated selective routing: default solo delivery, targeted native delegation or audit, and exceptional full review.

Routing doctrine for the architect-as-orchestrator pattern — how an Opus session delegates routine implementation to a cheaper cross-vendor lane, escalates high-complexity one-offs to Fable, and gets every deliverable reviewed by the Fable advisor before…