Forward counterpart to the audit/remediation system: a DAG-scheduled pipeline
that works the planned phases (phases.md) and research questions
(research-track.md), with a port-vs-research router, a Theorist/Spec-author
(Opus) that derives discrete formulas + designs validation, a research
spike→go/no-go gate, an item-type-specific validation strategy (golden oracle /
invariant / convergence / cross-library), DAG prerequisite gating (chains A/B),
and reuse of the audit system's Integrator/CI/review machinery. The two systems
compose into a loop (build forward, audit back). Reciprocal cross-link added to
agentic-system-design.md.
Co-Authored-By: Claude Opus 4.8 <noreply@anthropic.com>
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