Task specification refinement pipeline with 6 stages (parallel analysis, architecture synthesis, decomposition, parallelization, verification, promotion) and quality gates

Implementation system driven by task specs with LLM-as-Judge auto-verification, iterative repair, breakpoint resume, and human-in-the-loop checkpoints