paper-orchestration

Research paper writing can be controlled by applying a multi-agent orchestration workflow with staged gates. This approach blocks manuscript text generation until planning artifacts exist, requiring evidence-driven inputs and structured revision cycles to prevent low-quality drafts.

Stage-detected routing automatically classifies writing tasks into scope, evidence, method, experiments, drafting, and review stages. It then routes each stage to the appropriate next skills to coordinate evidence and consistent peer review workflows.

Full-paper redrafting requires locking the chapter architecture before drafting begins. This prevents inheriting an outdated chapter split and enforces plan-first hard gates to ensure the new manuscript structure matches the updated venue requirements.

Multi-agent chapter ownership assigns one fresh agent per major chapter with disjoint edit ownership. This prevents overlapping edits and records provenance in a dedicated file, requiring a controller review gate before finalizing sections.

Structured paper drafting requires two review gates: spec compliance and quality checks. Completion is gated by these reviews plus a capability-use audit written to a persistent progress file to ensure auditability.

Staged orchestration workflows are not suited for small text edits or unstructured drafting tasks. They are designed for medium-sized revisions and full-paper drafting where coordinating evidence, methods, and experiments requires strict planning gates.