Training Workflow

End-to-end Agent training pipeline — from data collection to continuous iteration

Data Collection

Data Prep

Collect 100+ quality articles from the target domain as training material, covering mainstream styles and topics on the target platform.

9-Dimension Analysis

Analysis

AI performs deep 9-dimension analysis on each article — platform traits, title patterns, opening strategy, structure, tone, ending — extracting actionable writing rules.

Prompt Distillation

Training

Aggregate all analysis results and historical feedback, distill new system_prompt and content_prompt via LLM, iteratively refining writing guidelines.

Batch Generation

Generation

Using the best training version prompts + adopted topics, with RAG material enhancement, batch-generate 500–800 word high-quality articles.

Multi-Role Auto Review

Review

Three AI judges (expert, ops, user) auto-score each article from different dimensions, identifying quality issues and improvement directions.

More steps available

Want the full workflow?

Above are only some core steps. The complete training pipeline includes more details and customization. Contact us for the full picture.