A requirements assistant that turns vague programming requests into structured instructions for AI coding tools. It asks for missing details such as the technology, versions, deployment environment, security needs, and performance targets.
A code-analysis assistant that maps how files, functions, variables, data, and modules relate inside a project. It also creates or updates Markdown records of debugging context and past fixes.
A debugging and incremental-development assistant that uses project context and previous `.debug` records before changing code. It aims to locate root causes, make small consistent edits, run checks, and record the results.
A lead research agent that receives a user's question, breaks it into smaller research tasks, coordinates six research groups, and combines their results. The source describes the groups and workflow in Chinese.
A general-purpose research agent template for collecting sources, extracting data, analysing evidence, and writing a report. It is designed to work under a research-team leader.
A research-team coordinator for Chinese domestic stocks, including shares traded in mainland China and Hong Kong Stock Connect. It breaks a research request into smaller assignments and reviews the resulting analysis.
A research-team coordinator for overseas stocks, such as US and European shares. It divides company and industry research among smaller research tasks and reviews the results.
A research-team coordinator for commodities such as gold, copper, lithium, oil, and natural gas. It divides commodity research into areas such as supply, demand, prices, policy, and risks.
A coordinator agent for cryptocurrency research, covering assets such as Bitcoin, Ether, and stablecoins such as USDT. It receives assignments, divides them among research agents, and combines the results.
A team-leading research agent focused on China's economy, monetary and fiscal policy, industrial change, housing, trade, and financial risks. It assigns research topics and checks data sources, revisions, seasonality, and policy effects.
A team-leading research agent focused on the US economy, Federal Reserve policy, the dollar, employment, inflation, government debt, and geopolitical conditions. It assigns detailed questions to researchers and reviews their sources and analysis.