Searching protocol for "integration-points"
Ensure production readiness, every integration tested.
Design robust slash commands with proven patterns.
Analyze codebases with precision and clarity.
Convert ShuAgent plans into concrete tech actions
Coalesce artifacts with a wiring checklist.
Deep ML-NMR methodology guidance for IPD/AgD.
Design scalable software architectures
Plan and map the codebase before implementation.
Bulk create slice stubs from phases.
Build resilient distributed systems.
Scan codebase for epic relevance
Audit project completeness and conformance.