What problem does it solve?
Producing consistent, blueprint-compliant document chapters across an entire document generation pipeline can be slow and error-prone, especially when chapters must be written independently and later assembled.
Core Features & Use Cases
- Blueprint-structured chapter writing: Writes a single chapter or section that follows the plan’s required structure, heading hierarchy, and formatting rules.
- Artifact-grounded content generation: Ensures all factual content comes from referenced planning artifacts, inserting placeholders like [待补充:XXX数据] when required data is missing.
- Resilient pipeline output with checkpointing: Writes output parts to a parts directory per chapter (and supports sub-task splitting) so generation can be retried safely after timeouts or partial failures.
- Writer/style fingerprint consistency: Reconstructs numbering, citation format, paragraph structure, and terminology preferences from the writer agent or blueprint defaults for consistent voice across all chapters.
Quick Start
Ask the document generation pipeline to generate chapter ch5a by providing the doc plan path and a parts output directory for the resulting markdown chapter file.