Wanleung's Workshop

Local models provide a fallback, while a review of memory exposes retrieval weaknesses and proposals that need checking against existing code.

Semantic memory search already existed. Repairing schema drift and adding incremental indexing brought its broken integration back to life.

Planned mode accepts an existing specification and implementation plan, then runs the usual tests, implementation and review pipeline.

An explicit naming contract gives the architect, QA and engineer one set of field names and prevents avoidable repair loops.

A reviewer checks facts and language register across three article versions, then directs revisions to the responsible stage.

Batch intake lets editors compare waiting stories together, carry their notes into production and leave room for human overrides.

Three editorial roles judge relevance, audience fit and source quality before expensive writing and translation stages begin.

One translator agent produces two distinct registers: Written Cantonese for Hong Kong and formal Traditional Chinese for Taiwan.

A discussion before the PRD gives the product manager competing views on a requirement before assumptions become a specification.

An RSS-to-pull-request newsroom uses specialist agents to research, write and edit articles, with a person approving the result.