pdca

Enforcing a structured review process for knowledge work requires a Plan→Do→Check→Act cycle that applies strict phase gating, multi-perspective reviewer verification, and root-cause triage before any artifact ships.

Managing an iterative content production workflow with quality assurance involves dispatching sub-skills by detected output format, running consensus checks during the review phase, and routing fixes based on root-cause classification.

You can use an iterative review cycle for specialized Korean content formats because the workflow automatically detects the output type and selects the correct domain pipeline, such as card-news or shorts formatting, inside the Do phase.

Handling stuck loops and scope creep during a multi-phase research and writing cycle requires robust safety controls that detect plan churn and check avoidance, apply cycle limits, and manage worktree lifecycles appropriately on retries.

Automated writing pipelines produce self-approved drafts without proper verification when they lack mandatory checkpoints; enforcing a full cycle with structured multi-reviewer validation and triage routing prevents this issue.

Running a Plan Do Check Act cycle for research and writing tasks requires an orchestration framework that enforces ordering, blocks progress when artifacts are missing, and manages sub-skill dispatch across multiple output formats.