pipeline-orchestrator

To coordinate a structured business plan pipeline, this Skill orchestrates nine distinct phases from BRIEF to JUDGE, managing inter-phase data flow, iteration rules, and dual-LLM model assignments to produce coherent artifacts.

Dual-LLM coordination in a business planning workflow involves assigning different language models to specific phases, enabling the orchestrator to manage prompt preparation, session spawning, and result validation across the pipeline.

To validate outputs and enforce quality gates during plan orchestration, the Skill implements result validation, error checks, conditional progression, and re-run logic to ensure all generated artifacts meet required JSON schemas.

Yes, you can use this orchestrator for end-to-end market gating and financial planning, as it explicitly coordinates structured plan development across MARKET GATE, GROUND TRUTH, FINANCIALS, STRATEGY, and BUILD phases.

To start the nine-phase business plan pipeline, you simply need to provide an initial user brief, which the orchestrator then uses to automatically coordinate the subsequent phases and deliver traceable artifacts.

Your business plan pipeline needs conditional progression and iteration rules to handle discrepancies, manage user flags, and ensure that outputs from each phase meet quality gates before advancing to the next stage.